From e022b89a639c48cbecb1b3fdd27765f5ffca3fa8 Mon Sep 17 00:00:00 2001 From: Ouissal Moumou Date: Tue, 11 Feb 2025 17:28:46 +0000 Subject: [PATCH 1/8] first version of the tutorial --- docs/tutorials/data/data.txt | 0 docs/tutorials/data/qa6_train_10k.txt | 27544 ++++++++++++++++ ...al_Babi6_new_parser-release training.ipynb | 409 + ...i6_new_parser-release-preparing-data.ipynb | 708 + 4 files changed, 28661 insertions(+) create mode 100644 docs/tutorials/data/data.txt create mode 100644 docs/tutorials/data/qa6_train_10k.txt create mode 100644 docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb create mode 100644 docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb diff --git a/docs/tutorials/data/data.txt b/docs/tutorials/data/data.txt new file mode 100644 index 0000000..e69de29 diff --git a/docs/tutorials/data/qa6_train_10k.txt b/docs/tutorials/data/qa6_train_10k.txt new file mode 100644 index 0000000..47291a8 --- /dev/null +++ b/docs/tutorials/data/qa6_train_10k.txt @@ -0,0 +1,27544 @@ +1 Mary moved to the bathroom. +2 Sandra journeyed to the bedroom. +3 Is Sandra in the hallway? no 2 +4 Mary went back to the bedroom. +5 Daniel went back to the hallway. +6 Is Daniel in the bathroom? no 5 +7 Sandra went to the kitchen. +8 Daniel went back to the bathroom. +9 Is Daniel in the office? no 8 +10 Daniel picked up the football there. +11 Daniel went to the bedroom. +12 Is Daniel in the bedroom? yes 11 +13 John travelled to the office. +14 Sandra went to the garden. +15 Is Daniel in the bedroom? yes 11 +1 Sandra got the football there. +2 Mary went to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 Daniel got the apple there. +5 Sandra travelled to the hallway. +6 Is Sandra in the office? no 5 +7 Sandra moved to the garden. +8 Mary travelled to the kitchen. +9 Is Sandra in the bathroom? no 7 +10 Sandra went back to the bedroom. +11 Daniel put down the apple. +12 Is Sandra in the bathroom? no 10 +13 Sandra put down the football. +14 Sandra journeyed to the office. +15 Is Mary in the kitchen? yes 8 +1 Sandra moved to the office. +2 John went back to the garden. +3 Is Sandra in the office? yes 1 +4 Sandra went to the hallway. +5 Sandra went to the kitchen. +6 Is Sandra in the bathroom? no 5 +7 Mary went to the office. +8 Sandra got the apple there. +9 Is Sandra in the kitchen? yes 5 +10 Mary journeyed to the hallway. +11 Mary journeyed to the bedroom. +12 Is Mary in the bedroom? yes 11 +13 Mary journeyed to the garden. +14 Mary went to the kitchen. +15 Is Mary in the kitchen? yes 14 +1 Sandra journeyed to the garden. +2 Sandra went back to the bedroom. +3 Is Sandra in the bathroom? no 2 +4 Daniel took the apple there. +5 Sandra travelled to the office. +6 Is Sandra in the office? yes 5 +7 John went to the hallway. +8 Sandra moved to the kitchen. +9 Is John in the office? no 7 +10 Daniel journeyed to the bathroom. +11 Daniel went back to the bedroom. +12 Is Sandra in the office? no 8 +13 Daniel travelled to the kitchen. +14 Sandra went to the bedroom. +15 Is Sandra in the hallway? no 14 +1 John went to the bathroom. +2 Sandra took the football there. +3 Is John in the bathroom? yes 1 +4 Mary journeyed to the kitchen. +5 John journeyed to the bedroom. +6 Is John in the bedroom? yes 5 +7 John took the apple there. +8 John left the apple. +9 Is Mary in the hallway? no 4 +10 Daniel grabbed the milk there. +11 Sandra dropped the football. +12 Is John in the bedroom? yes 5 +13 Mary picked up the football there. +14 John got the apple there. +15 Mary dropped the football. +16 Daniel went back to the kitchen. +17 Is Daniel in the bathroom? no 16 +1 Sandra went to the garden. +2 Sandra grabbed the milk there. +3 Is Sandra in the hallway? no 1 +4 Mary moved to the office. +5 Mary went to the garden. +6 Is Mary in the kitchen? no 5 +7 Daniel went back to the office. +8 Mary journeyed to the bedroom. +9 Is Mary in the bathroom? no 8 +10 Sandra went back to the hallway. +11 Sandra journeyed to the office. +12 Is Sandra in the office? yes 11 +13 Sandra journeyed to the garden. +14 Mary journeyed to the hallway. +15 Is Mary in the bathroom? no 14 +1 Sandra grabbed the football there. +2 Sandra went back to the hallway. +3 Is Sandra in the garden? no 2 +4 Mary journeyed to the kitchen. +5 Mary moved to the office. +6 Is Mary in the office? yes 5 +7 John moved to the kitchen. +8 Sandra put down the football there. +9 Is John in the bathroom? no 7 +10 Mary took the apple there. +11 John travelled to the hallway. +12 Is John in the garden? no 11 +13 Daniel moved to the hallway. +14 Mary travelled to the kitchen. +15 Is John in the garden? no 11 +1 Daniel journeyed to the bedroom. +2 John moved to the bedroom. +3 Is Daniel in the hallway? no 1 +4 Daniel took the apple there. +5 Mary moved to the office. +6 Is Mary in the office? yes 5 +7 Sandra went to the office. +8 Daniel went to the bathroom. +9 Is Daniel in the bathroom? yes 8 +10 Daniel put down the apple. +11 Sandra journeyed to the kitchen. +12 Is Mary in the hallway? no 5 +13 Daniel grabbed the apple there. +14 Daniel took the milk there. +15 Is Daniel in the kitchen? no 8 +1 Mary went back to the bathroom. +2 Daniel went to the office. +3 Is Mary in the bathroom? yes 1 +4 Mary got the milk there. +5 Sandra travelled to the bathroom. +6 Is Sandra in the bathroom? yes 5 +7 Mary went back to the bedroom. +8 Mary picked up the apple there. +9 Is Sandra in the bathroom? yes 5 +10 Sandra moved to the hallway. +11 Mary discarded the apple. +12 Is Mary in the bedroom? yes 7 +13 Daniel journeyed to the kitchen. +14 Mary took the apple there. +15 Is Daniel in the bathroom? no 13 +1 Daniel journeyed to the hallway. +2 Mary went back to the kitchen. +3 Is Mary in the kitchen? yes 2 +4 John moved to the hallway. +5 John picked up the apple there. +6 Is Daniel in the kitchen? no 1 +7 Daniel moved to the bathroom. +8 John went to the garden. +9 Is Mary in the kitchen? yes 2 +10 Mary moved to the hallway. +11 John dropped the apple. +12 Is John in the bedroom? no 8 +13 Sandra grabbed the apple there. +14 Sandra left the apple. +15 Is John in the garden? yes 8 +1 John journeyed to the hallway. +2 Sandra took the football there. +3 Is John in the bathroom? no 1 +4 John journeyed to the bathroom. +5 John journeyed to the office. +6 Is John in the garden? no 5 +7 Daniel journeyed to the hallway. +8 Sandra discarded the football there. +9 Is John in the garden? no 5 +10 Daniel moved to the office. +11 John picked up the apple there. +12 Is Daniel in the kitchen? no 10 +13 John moved to the bathroom. +14 Mary journeyed to the bathroom. +15 Is Mary in the bathroom? yes 14 +1 Sandra went back to the bathroom. +2 Sandra took the apple there. +3 Is Sandra in the bathroom? yes 1 +4 Sandra picked up the football there. +5 John journeyed to the bathroom. +6 Is John in the bathroom? yes 5 +7 Mary went back to the bedroom. +8 John moved to the kitchen. +9 Is Mary in the kitchen? no 7 +10 John went to the office. +11 Sandra took the milk there. +12 Is Mary in the bedroom? yes 7 +13 Sandra left the football. +14 Sandra left the apple there. +15 Is John in the garden? no 10 +1 John went back to the hallway. +2 Daniel travelled to the hallway. +3 Is Daniel in the bathroom? no 2 +4 Daniel picked up the milk there. +5 Daniel left the milk. +6 Is John in the hallway? yes 1 +7 Daniel went to the bedroom. +8 Daniel went back to the hallway. +9 Is Daniel in the hallway? yes 8 +10 Daniel picked up the milk there. +11 John picked up the football there. +12 Is Daniel in the hallway? yes 8 +13 Mary went back to the bathroom. +14 Daniel moved to the bedroom. +15 Is Daniel in the hallway? no 14 +1 Mary got the football there. +2 Daniel travelled to the bedroom. +3 Is Daniel in the hallway? no 2 +4 Sandra got the milk there. +5 Sandra put down the milk. +6 Is Daniel in the garden? no 2 +7 Sandra journeyed to the office. +8 Daniel went back to the kitchen. +9 Is Sandra in the bedroom? no 7 +10 Daniel moved to the bathroom. +11 Mary left the football. +12 Is Daniel in the office? no 10 +13 Mary went back to the kitchen. +14 John journeyed to the kitchen. +15 Is Daniel in the bedroom? no 10 +1 Sandra went back to the office. +2 Mary journeyed to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 Sandra got the football there. +5 Sandra put down the football. +6 Is Sandra in the office? yes 1 +7 John went back to the office. +8 Mary grabbed the milk there. +9 Is Mary in the bedroom? yes 2 +10 Sandra picked up the football there. +11 John went to the bedroom. +12 Is John in the bedroom? yes 11 +13 Sandra went to the kitchen. +14 Daniel went back to the bathroom. +15 Is Sandra in the office? no 13 +1 Sandra went to the kitchen. +2 Sandra travelled to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 Daniel went back to the bedroom. +5 Mary journeyed to the garden. +6 Is Sandra in the bathroom? yes 2 +7 Mary went back to the office. +8 Daniel went back to the bathroom. +9 Is Daniel in the hallway? no 8 +10 John went back to the bedroom. +11 Mary went back to the garden. +12 Is Daniel in the bathroom? yes 8 +13 Daniel went to the bedroom. +14 Mary moved to the bathroom. +15 Is Daniel in the office? no 13 +1 John travelled to the garden. +2 Sandra travelled to the garden. +3 Is John in the bedroom? no 1 +4 Mary moved to the bedroom. +5 Mary travelled to the kitchen. +6 Is John in the garden? yes 1 +7 John went to the office. +8 John grabbed the milk there. +9 Is Sandra in the bedroom? no 2 +10 Daniel journeyed to the hallway. +11 Sandra got the football there. +12 Is Daniel in the kitchen? no 10 +13 Sandra journeyed to the bedroom. +14 Sandra put down the football. +15 Is Daniel in the hallway? yes 10 +1 Daniel grabbed the apple there. +2 Daniel went to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 John moved to the garden. +5 Sandra journeyed to the office. +6 Is John in the bathroom? no 4 +7 Daniel put down the apple. +8 Mary went to the bedroom. +9 Is Daniel in the bedroom? yes 2 +10 Mary grabbed the apple there. +11 Sandra went back to the garden. +12 Is Mary in the bedroom? yes 8 +13 Mary went to the kitchen. +14 Daniel went to the office. +15 Is Mary in the garden? no 13 +1 Mary travelled to the bedroom. +2 Daniel took the football there. +3 Is Mary in the office? no 1 +4 Daniel went to the bathroom. +5 Daniel went back to the kitchen. +6 Is Daniel in the hallway? no 5 +7 Mary travelled to the garden. +8 Mary went back to the hallway. +9 Is Mary in the hallway? yes 8 +10 Mary went to the office. +11 Mary travelled to the bedroom. +12 Is Mary in the bedroom? yes 11 +13 Daniel discarded the football. +14 John journeyed to the bedroom. +15 Is Mary in the kitchen? no 11 +1 Sandra got the football there. +2 Daniel took the apple there. +3 Mary travelled to the office. +4 Daniel went back to the bathroom. +5 Is Mary in the kitchen? no 3 +6 Sandra journeyed to the office. +7 Mary grabbed the milk there. +8 Is Mary in the kitchen? no 3 +9 Daniel journeyed to the kitchen. +10 John went to the bedroom. +11 Is Daniel in the kitchen? yes 9 +12 Mary dropped the milk. +13 Sandra got the milk there. +14 Is Daniel in the office? no 9 +15 John moved to the hallway. +16 Sandra moved to the kitchen. +17 Is John in the kitchen? no 15 +1 John went to the hallway. +2 Sandra picked up the apple there. +3 Is John in the hallway? yes 1 +4 Daniel moved to the garden. +5 Mary journeyed to the bedroom. +6 Is Mary in the bedroom? yes 5 +7 Mary moved to the bathroom. +8 Sandra left the apple. +9 Is Daniel in the bedroom? no 4 +10 Mary grabbed the milk there. +11 Daniel moved to the office. +12 Is Mary in the bedroom? no 7 +13 John took the football there. +14 John moved to the bedroom. +15 Is John in the bedroom? yes 14 +1 Daniel travelled to the bathroom. +2 John got the apple there. +3 Is Daniel in the hallway? no 1 +4 John put down the apple. +5 Mary travelled to the kitchen. +6 Is Daniel in the bathroom? yes 1 +7 John grabbed the apple there. +8 Daniel travelled to the hallway. +9 Is Mary in the kitchen? yes 5 +10 Daniel travelled to the garden. +11 Daniel travelled to the kitchen. +12 Is Mary in the kitchen? yes 5 +13 Mary moved to the garden. +14 Sandra went to the bedroom. +15 Is Daniel in the office? no 11 +1 John moved to the office. +2 Mary got the football there. +3 Is John in the bathroom? no 1 +4 Sandra went to the bedroom. +5 Mary discarded the football. +6 Is Sandra in the bedroom? yes 4 +7 Sandra picked up the football there. +8 John journeyed to the bathroom. +9 Is Sandra in the bedroom? yes 4 +10 Sandra left the football. +11 Sandra moved to the hallway. +12 Is Sandra in the bathroom? no 11 +13 John took the apple there. +14 John moved to the kitchen. +15 Is John in the bedroom? no 14 +1 Mary went to the kitchen. +2 Mary travelled to the office. +3 Is Mary in the hallway? no 2 +4 Daniel went to the hallway. +5 Daniel took the football there. +6 Is Mary in the office? yes 2 +7 Sandra travelled to the office. +8 Daniel dropped the football. +9 Is Sandra in the bathroom? no 7 +10 Sandra travelled to the bathroom. +11 Daniel went back to the kitchen. +12 Is Sandra in the garden? no 10 +13 Sandra went to the office. +14 Sandra went back to the kitchen. +15 Is Sandra in the kitchen? yes 14 +1 John took the apple there. +2 Sandra moved to the bedroom. +3 Is Sandra in the bathroom? no 2 +4 Mary went to the office. +5 John discarded the apple. +6 Is Sandra in the bedroom? yes 2 +7 John picked up the apple there. +8 John went to the office. +9 Is Mary in the bedroom? no 4 +10 Daniel journeyed to the kitchen. +11 Sandra went back to the hallway. +12 Is Daniel in the kitchen? yes 10 +13 Daniel travelled to the bedroom. +14 John went back to the kitchen. +15 Is Daniel in the bedroom? yes 13 +1 Sandra travelled to the bedroom. +2 Daniel journeyed to the hallway. +3 Is Sandra in the bedroom? yes 1 +4 Sandra picked up the apple there. +5 Mary went to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 Sandra took the football there. +8 John travelled to the kitchen. +9 Is Mary in the bathroom? yes 5 +10 Mary got the milk there. +11 Mary discarded the milk. +12 Is John in the office? no 8 +13 Mary took the milk there. +14 Sandra discarded the football. +15 Is John in the bathroom? no 8 +1 Mary went to the kitchen. +2 Daniel travelled to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Daniel grabbed the apple there. +5 John moved to the bedroom. +6 Is Daniel in the bedroom? yes 2 +7 Sandra travelled to the bedroom. +8 Daniel journeyed to the hallway. +9 Is Daniel in the kitchen? no 8 +10 Daniel went back to the bedroom. +11 Mary travelled to the office. +12 Is John in the bedroom? yes 5 +13 John travelled to the garden. +14 Sandra moved to the hallway. +15 Is Mary in the bedroom? no 11 +1 Mary moved to the office. +2 Daniel went to the garden. +3 Is Mary in the office? yes 1 +4 Daniel picked up the football there. +5 Sandra went to the kitchen. +6 Is Sandra in the kitchen? yes 5 +7 Daniel left the football. +8 Mary went back to the bedroom. +9 Is Mary in the office? no 8 +10 John journeyed to the office. +11 Mary travelled to the bathroom. +12 Is Mary in the garden? no 11 +13 Mary moved to the bedroom. +14 John journeyed to the kitchen. +15 Is Mary in the kitchen? no 13 +1 Sandra travelled to the office. +2 Daniel moved to the hallway. +3 Is Sandra in the office? yes 1 +4 Mary took the apple there. +5 Sandra travelled to the garden. +6 Is Sandra in the kitchen? no 5 +7 John journeyed to the bathroom. +8 Daniel went back to the office. +9 Is John in the bedroom? no 7 +10 John moved to the hallway. +11 Sandra travelled to the bedroom. +12 Is Sandra in the bedroom? yes 11 +13 Mary travelled to the bathroom. +14 Mary left the apple. +15 Is John in the hallway? yes 10 +1 John got the football there. +2 Sandra went to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 John went to the bathroom. +5 John went back to the garden. +6 Is John in the office? no 5 +7 John moved to the bathroom. +8 John went back to the garden. +9 Is John in the garden? yes 8 +10 John dropped the football there. +11 John took the football there. +12 Is John in the garden? yes 8 +13 John discarded the football. +14 John journeyed to the bedroom. +15 Is John in the bathroom? no 14 +1 Daniel journeyed to the hallway. +2 Mary moved to the garden. +3 Is Mary in the garden? yes 2 +4 Sandra travelled to the bedroom. +5 Sandra journeyed to the hallway. +6 Is Mary in the garden? yes 2 +7 John journeyed to the kitchen. +8 Sandra journeyed to the kitchen. +9 Is Sandra in the kitchen? yes 8 +10 John grabbed the milk there. +11 Sandra picked up the football there. +12 Is Sandra in the kitchen? yes 8 +13 Sandra dropped the football. +14 Mary went back to the hallway. +15 Is Sandra in the kitchen? yes 8 +1 Sandra moved to the hallway. +2 Sandra got the apple there. +3 Is Sandra in the bedroom? no 1 +4 Mary got the milk there. +5 Mary put down the milk. +6 Is Sandra in the bathroom? no 1 +7 Mary went to the office. +8 Sandra dropped the apple. +9 Is Mary in the garden? no 7 +10 Daniel went back to the kitchen. +11 John moved to the bedroom. +12 Is Daniel in the kitchen? yes 10 +13 Daniel went back to the bathroom. +14 Sandra moved to the office. +15 Is Sandra in the office? yes 14 +1 Mary travelled to the hallway. +2 Mary journeyed to the garden. +3 Is Mary in the hallway? no 2 +4 Mary moved to the kitchen. +5 John went back to the bathroom. +6 Is Mary in the bedroom? no 4 +7 John journeyed to the bedroom. +8 Sandra got the football there. +9 Is Mary in the office? no 4 +10 Sandra put down the football. +11 Mary travelled to the garden. +12 Is John in the garden? no 7 +13 Mary got the apple there. +14 Mary picked up the milk there. +15 Is Mary in the garden? yes 11 +1 Mary moved to the kitchen. +2 John journeyed to the hallway. +3 Is Mary in the bathroom? no 1 +4 John went to the bedroom. +5 John moved to the kitchen. +6 Is John in the kitchen? yes 5 +7 Mary went back to the bathroom. +8 Mary went back to the hallway. +9 Is John in the bathroom? no 5 +10 John journeyed to the office. +11 Daniel travelled to the kitchen. +12 Is Daniel in the garden? no 11 +13 Sandra moved to the office. +14 Sandra travelled to the kitchen. +15 Is Sandra in the kitchen? yes 14 +1 John moved to the garden. +2 Daniel moved to the kitchen. +3 Is Daniel in the garden? no 2 +4 Sandra travelled to the bathroom. +5 Sandra went back to the bedroom. +6 Is Sandra in the bedroom? yes 5 +7 Sandra moved to the hallway. +8 Daniel picked up the football there. +9 Is Daniel in the hallway? no 2 +10 John journeyed to the bedroom. +11 John went to the kitchen. +12 Is Sandra in the kitchen? no 7 +13 John travelled to the bedroom. +14 Mary journeyed to the garden. +15 Is Mary in the hallway? no 14 +1 Mary moved to the kitchen. +2 Sandra moved to the office. +3 Is Mary in the kitchen? yes 1 +4 John journeyed to the office. +5 Daniel went to the bedroom. +6 Is Mary in the hallway? no 1 +7 John journeyed to the kitchen. +8 Mary moved to the office. +9 Is John in the bathroom? no 7 +10 Daniel got the apple there. +11 Mary went back to the kitchen. +12 Is Mary in the garden? no 11 +13 John took the milk there. +14 John discarded the milk. +15 Is Mary in the kitchen? yes 11 +1 Mary travelled to the bathroom. +2 John went back to the kitchen. +3 Is John in the hallway? no 2 +4 John journeyed to the garden. +5 Daniel got the milk there. +6 Is John in the garden? yes 4 +7 John went back to the hallway. +8 Daniel travelled to the bedroom. +9 Is John in the hallway? yes 7 +10 Mary travelled to the hallway. +11 Sandra went to the bedroom. +12 Is John in the hallway? yes 7 +13 Mary went back to the bedroom. +14 John travelled to the bathroom. +15 Is Mary in the bedroom? yes 13 +1 Sandra moved to the bedroom. +2 Daniel moved to the office. +3 Is Daniel in the office? yes 2 +4 John journeyed to the office. +5 Mary went to the office. +6 Is Mary in the office? yes 5 +7 John moved to the garden. +8 Sandra took the apple there. +9 Is Mary in the bathroom? no 5 +10 Mary went to the bedroom. +11 Sandra discarded the apple. +12 Is John in the bathroom? no 7 +13 Mary journeyed to the office. +14 John went back to the hallway. +15 Is Mary in the bedroom? no 13 +1 Sandra got the milk there. +2 John went back to the kitchen. +3 Is John in the kitchen? yes 2 +4 Mary got the apple there. +5 Sandra journeyed to the bedroom. +6 Is John in the bedroom? no 2 +7 Sandra grabbed the football there. +8 Sandra discarded the football. +9 Is John in the kitchen? yes 2 +10 John went back to the bathroom. +11 Daniel went to the hallway. +12 Is Sandra in the kitchen? no 5 +13 John journeyed to the garden. +14 Daniel journeyed to the kitchen. +15 Is Daniel in the kitchen? yes 14 +1 John moved to the kitchen. +2 Daniel went back to the office. +3 Is John in the kitchen? yes 1 +4 Daniel travelled to the bathroom. +5 Daniel took the apple there. +6 Is John in the office? no 1 +7 Sandra went to the hallway. +8 Daniel discarded the apple. +9 Is Sandra in the kitchen? no 7 +10 John went back to the hallway. +11 John travelled to the kitchen. +12 Is John in the bathroom? no 11 +13 Mary went to the bedroom. +14 Daniel grabbed the apple there. +15 Is John in the hallway? no 11 +1 John grabbed the milk there. +2 Daniel went back to the kitchen. +3 Is Daniel in the hallway? no 2 +4 Sandra grabbed the apple there. +5 John dropped the milk. +6 Is Daniel in the bathroom? no 2 +7 Sandra put down the apple. +8 John grabbed the milk there. +9 Is Daniel in the kitchen? yes 2 +10 Daniel went to the hallway. +11 Sandra went back to the garden. +12 Is Sandra in the hallway? no 11 +13 Sandra travelled to the bedroom. +14 Mary went to the hallway. +15 Is Mary in the hallway? yes 14 +1 Daniel went to the garden. +2 Mary moved to the bedroom. +3 Is Mary in the kitchen? no 2 +4 Sandra travelled to the hallway. +5 Sandra travelled to the office. +6 Is Sandra in the bedroom? no 5 +7 Mary picked up the apple there. +8 Mary picked up the football there. +9 Is Sandra in the office? yes 5 +10 Mary dropped the football. +11 Sandra journeyed to the kitchen. +12 Is Sandra in the bathroom? no 11 +13 Mary left the apple. +14 Sandra moved to the hallway. +15 Is Sandra in the hallway? yes 14 +1 Mary went back to the hallway. +2 John grabbed the apple there. +3 Is Mary in the hallway? yes 1 +4 John put down the apple. +5 John took the apple there. +6 Is Mary in the hallway? yes 1 +7 John put down the apple there. +8 Mary moved to the kitchen. +9 Is Mary in the kitchen? yes 8 +10 Mary travelled to the bathroom. +11 Sandra went back to the garden. +12 Is Sandra in the garden? yes 11 +13 Daniel went to the bedroom. +14 Mary took the milk there. +15 Is Sandra in the bedroom? no 11 +1 John got the apple there. +2 Mary grabbed the milk there. +3 Sandra went to the hallway. +4 John moved to the hallway. +5 Is Sandra in the hallway? yes 3 +6 Daniel picked up the football there. +7 Daniel put down the football there. +8 Is Sandra in the hallway? yes 3 +9 Sandra went to the kitchen. +10 John moved to the bathroom. +11 Is John in the kitchen? no 10 +12 John grabbed the football there. +13 Mary went to the hallway. +14 Is John in the kitchen? no 10 +15 Mary journeyed to the bedroom. +16 John left the football. +17 Is Mary in the bathroom? no 15 +1 Mary travelled to the garden. +2 Daniel moved to the bathroom. +3 Is Mary in the bathroom? no 1 +4 Daniel travelled to the office. +5 Daniel travelled to the garden. +6 Is Daniel in the garden? yes 5 +7 Sandra went back to the kitchen. +8 Sandra moved to the bathroom. +9 Is Daniel in the kitchen? no 5 +10 Mary journeyed to the bathroom. +11 Sandra went to the bedroom. +12 Is Mary in the office? no 10 +13 Sandra journeyed to the kitchen. +14 Daniel went back to the bathroom. +15 Is Sandra in the kitchen? yes 13 +1 Sandra travelled to the bathroom. +2 John took the football there. +3 Is Sandra in the bathroom? yes 1 +4 Mary travelled to the kitchen. +5 John put down the football. +6 Is Sandra in the garden? no 1 +7 Daniel went to the bedroom. +8 John picked up the football there. +9 Is Daniel in the bedroom? yes 7 +10 Sandra went back to the kitchen. +11 Mary went back to the office. +12 Is Sandra in the kitchen? yes 10 +13 Daniel travelled to the kitchen. +14 Sandra went to the garden. +15 Is Mary in the kitchen? no 11 +1 John travelled to the garden. +2 Mary went to the bathroom. +3 Is Mary in the garden? no 2 +4 Sandra went to the hallway. +5 Daniel travelled to the hallway. +6 Is Sandra in the bathroom? no 4 +7 John journeyed to the office. +8 Sandra moved to the bedroom. +9 Is Sandra in the garden? no 8 +10 Mary went to the kitchen. +11 Mary went to the bedroom. +12 Is John in the bathroom? no 7 +13 John got the apple there. +14 Mary travelled to the kitchen. +15 Is Sandra in the bedroom? yes 8 +1 Daniel moved to the hallway. +2 Sandra got the apple there. +3 Is Daniel in the bathroom? no 1 +4 Sandra left the apple. +5 Mary travelled to the bathroom. +6 Is Daniel in the garden? no 1 +7 Mary took the football there. +8 Mary discarded the football. +9 Is Mary in the bathroom? yes 5 +10 Daniel grabbed the apple there. +11 Mary picked up the football there. +12 Is Mary in the bathroom? yes 5 +13 Mary left the football. +14 John went back to the bedroom. +15 Is John in the bedroom? yes 14 +1 Daniel moved to the bathroom. +2 Daniel picked up the football there. +3 Is Daniel in the bathroom? yes 1 +4 Mary went to the kitchen. +5 John picked up the milk there. +6 Is Daniel in the garden? no 1 +7 Mary journeyed to the bedroom. +8 Sandra journeyed to the office. +9 Is Mary in the bedroom? yes 7 +10 Daniel left the football. +11 Sandra journeyed to the garden. +12 Is Sandra in the garden? yes 11 +13 Daniel took the football there. +14 John dropped the milk. +15 Is Sandra in the garden? yes 11 +1 Daniel went to the kitchen. +2 Daniel grabbed the football there. +3 Is Daniel in the hallway? no 1 +4 John went to the bathroom. +5 Daniel left the football. +6 Is John in the office? no 4 +7 Mary went back to the office. +8 Daniel picked up the football there. +9 Is Mary in the office? yes 7 +10 Mary journeyed to the bedroom. +11 Mary moved to the office. +12 Is Mary in the office? yes 11 +13 Sandra went back to the garden. +14 Daniel went back to the bathroom. +15 Is Sandra in the garden? yes 13 +1 Mary journeyed to the bathroom. +2 John moved to the hallway. +3 Is Mary in the bathroom? yes 1 +4 Sandra picked up the apple there. +5 Daniel travelled to the garden. +6 Is John in the hallway? yes 2 +7 John went to the bedroom. +8 John journeyed to the bathroom. +9 Is John in the kitchen? no 8 +10 Mary went to the office. +11 Daniel journeyed to the office. +12 Is Daniel in the office? yes 11 +13 Daniel grabbed the milk there. +14 John moved to the kitchen. +15 Is Mary in the hallway? no 10 +1 Mary grabbed the milk there. +2 Sandra picked up the apple there. +3 John travelled to the kitchen. +4 Sandra put down the apple there. +5 Is John in the office? no 3 +6 Sandra took the apple there. +7 Daniel went to the hallway. +8 Is John in the office? no 3 +9 Mary went to the bedroom. +10 Sandra travelled to the bedroom. +11 Is Daniel in the kitchen? no 7 +12 John moved to the bedroom. +13 Mary dropped the milk. +14 Is Sandra in the bedroom? yes 10 +15 Sandra grabbed the milk there. +16 Daniel went back to the garden. +17 Is Sandra in the bedroom? yes 10 +1 Daniel travelled to the bedroom. +2 Mary went to the hallway. +3 Is Daniel in the bedroom? yes 1 +4 Daniel went to the hallway. +5 Mary travelled to the kitchen. +6 Is Daniel in the hallway? yes 4 +7 John picked up the football there. +8 Sandra moved to the bathroom. +9 Is Sandra in the bathroom? yes 8 +10 Sandra moved to the office. +11 John dropped the football. +12 Is Sandra in the office? yes 10 +13 John travelled to the bedroom. +14 Sandra journeyed to the bedroom. +15 Is John in the garden? no 13 +1 John went to the kitchen. +2 Mary went back to the garden. +3 Is John in the kitchen? yes 1 +4 Daniel went to the office. +5 Sandra travelled to the hallway. +6 Is Daniel in the office? yes 4 +7 Mary travelled to the office. +8 Sandra went back to the garden. +9 Is Sandra in the garden? yes 8 +10 Sandra travelled to the bathroom. +11 Sandra got the apple there. +12 Is Sandra in the bathroom? yes 10 +13 Sandra put down the apple. +14 Sandra grabbed the apple there. +15 Is Sandra in the bathroom? yes 10 +1 Sandra travelled to the office. +2 Mary grabbed the milk there. +3 Is Sandra in the office? yes 1 +4 Mary travelled to the garden. +5 Sandra went to the bathroom. +6 Is Sandra in the hallway? no 5 +7 John went to the bedroom. +8 Mary picked up the football there. +9 Is Mary in the garden? yes 4 +10 Sandra went back to the garden. +11 John journeyed to the office. +12 Is John in the office? yes 11 +13 Mary discarded the football. +14 Mary picked up the football there. +15 Is Sandra in the bedroom? no 10 +1 Daniel picked up the apple there. +2 Daniel discarded the apple. +3 John got the apple there. +4 Mary went to the bathroom. +5 Is Mary in the bathroom? yes 4 +6 Mary journeyed to the garden. +7 Daniel journeyed to the bathroom. +8 Is Daniel in the hallway? no 7 +9 John journeyed to the kitchen. +10 Daniel went to the bedroom. +11 Is Mary in the garden? yes 6 +12 John took the milk there. +13 John dropped the milk. +14 Is John in the bathroom? no 9 +15 John got the milk there. +16 John dropped the apple there. +17 Is Daniel in the bedroom? yes 10 +1 Daniel took the milk there. +2 Sandra went back to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Mary travelled to the bedroom. +5 John moved to the hallway. +6 Is Mary in the garden? no 4 +7 Daniel moved to the bedroom. +8 Daniel went back to the kitchen. +9 Is Mary in the bedroom? yes 4 +10 John travelled to the bedroom. +11 Daniel picked up the football there. +12 Is John in the hallway? no 10 +13 Mary travelled to the office. +14 Daniel put down the milk there. +15 Is John in the bedroom? yes 10 +1 Daniel picked up the football there. +2 Daniel discarded the football. +3 Mary grabbed the football there. +4 Sandra moved to the garden. +5 Is Sandra in the garden? yes 4 +6 Daniel travelled to the kitchen. +7 Daniel went to the bathroom. +8 Is Daniel in the garden? no 7 +9 Daniel went to the garden. +10 Daniel journeyed to the kitchen. +11 Is Daniel in the kitchen? yes 10 +12 Mary left the football. +13 Daniel journeyed to the hallway. +14 Is Daniel in the office? no 13 +15 Mary moved to the bathroom. +16 Daniel took the milk there. +17 Is Daniel in the office? no 13 +1 John travelled to the kitchen. +2 Sandra travelled to the garden. +3 Is Sandra in the garden? yes 2 +4 Sandra travelled to the kitchen. +5 Sandra went to the office. +6 Is John in the kitchen? yes 1 +7 Daniel travelled to the bedroom. +8 Daniel journeyed to the kitchen. +9 Is Sandra in the office? yes 5 +10 John went back to the bedroom. +11 Sandra travelled to the bathroom. +12 Is Sandra in the kitchen? no 11 +13 Mary journeyed to the bathroom. +14 Sandra picked up the milk there. +15 Is Mary in the kitchen? no 13 +1 John picked up the football there. +2 John dropped the football. +3 Mary got the apple there. +4 Mary left the apple. +5 John grabbed the football there. +6 Daniel picked up the milk there. +7 John got the apple there. +8 John discarded the football there. +9 Sandra took the football there. +10 Sandra discarded the football there. +11 Sandra got the football there. +12 Daniel dropped the milk. +13 Daniel picked up the milk there. +14 John left the apple. +15 John took the apple there. +16 Sandra left the football. +17 Mary journeyed to the hallway. +18 John went back to the office. +19 Is John in the office? yes 18 +20 Mary went to the kitchen. +21 John left the apple there. +22 Is Mary in the bathroom? no 20 +23 John went back to the kitchen. +24 Daniel discarded the milk. +25 Is Mary in the kitchen? yes 20 +26 Daniel got the milk there. +27 Sandra moved to the garden. +28 Is John in the kitchen? yes 23 +29 Daniel took the apple there. +30 Sandra went back to the kitchen. +31 Is Sandra in the bedroom? no 30 +1 Mary moved to the garden. +2 Sandra moved to the garden. +3 Is Sandra in the garden? yes 2 +4 John moved to the hallway. +5 John travelled to the office. +6 Is Mary in the kitchen? no 1 +7 Sandra took the football there. +8 John moved to the bathroom. +9 Is Sandra in the garden? yes 2 +10 Sandra picked up the apple there. +11 Sandra went to the office. +12 Is Sandra in the bedroom? no 11 +13 John journeyed to the garden. +14 Sandra dropped the apple there. +15 Is Sandra in the bathroom? no 11 +1 John took the football there. +2 Daniel journeyed to the hallway. +3 Is Daniel in the bathroom? no 2 +4 Mary went to the garden. +5 John left the football. +6 Is Daniel in the garden? no 2 +7 Mary journeyed to the office. +8 Daniel travelled to the garden. +9 Is Mary in the office? yes 7 +10 Mary got the apple there. +11 Sandra moved to the garden. +12 Is Daniel in the garden? yes 8 +13 John grabbed the milk there. +14 John dropped the milk. +15 Is Daniel in the office? no 8 +1 Mary journeyed to the bedroom. +2 Sandra took the apple there. +3 Is Mary in the bedroom? yes 1 +4 Mary moved to the garden. +5 Mary moved to the bathroom. +6 Is Mary in the office? no 5 +7 Sandra got the football there. +8 Sandra travelled to the kitchen. +9 Is Sandra in the bathroom? no 8 +10 John journeyed to the hallway. +11 Daniel moved to the kitchen. +12 Is John in the garden? no 10 +13 Mary went back to the bedroom. +14 Sandra went back to the hallway. +15 Is John in the bedroom? no 10 +1 Sandra went back to the bathroom. +2 Mary journeyed to the office. +3 Is Mary in the office? yes 2 +4 Sandra went back to the hallway. +5 Sandra got the football there. +6 Is Sandra in the hallway? yes 4 +7 Mary grabbed the milk there. +8 Mary went to the kitchen. +9 Is Sandra in the office? no 4 +10 Sandra went to the kitchen. +11 Sandra left the football. +12 Is Mary in the garden? no 8 +13 Sandra took the football there. +14 Sandra travelled to the hallway. +15 Is Sandra in the hallway? yes 14 +1 Mary picked up the football there. +2 Sandra journeyed to the office. +3 Is Sandra in the office? yes 2 +4 Daniel travelled to the bedroom. +5 Mary left the football. +6 Is Daniel in the kitchen? no 4 +7 Mary took the football there. +8 Daniel travelled to the office. +9 Is Daniel in the kitchen? no 8 +10 Sandra picked up the milk there. +11 Mary went back to the bedroom. +12 Is Mary in the garden? no 11 +13 Mary travelled to the bathroom. +14 John went back to the hallway. +15 Is Mary in the bathroom? yes 13 +1 Sandra travelled to the kitchen. +2 Daniel went back to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Sandra went back to the office. +5 Mary got the milk there. +6 Is Daniel in the kitchen? yes 2 +7 Mary left the milk there. +8 John travelled to the bathroom. +9 Is Daniel in the hallway? no 2 +10 Sandra picked up the football there. +11 John picked up the apple there. +12 Is John in the bathroom? yes 8 +13 Daniel journeyed to the office. +14 Sandra put down the football. +15 Is Daniel in the hallway? no 13 +1 Sandra moved to the hallway. +2 Sandra went to the office. +3 Is Sandra in the office? yes 2 +4 Daniel grabbed the football there. +5 Sandra travelled to the bedroom. +6 Is Sandra in the bedroom? yes 5 +7 Daniel went back to the office. +8 Daniel discarded the football there. +9 Is Sandra in the hallway? no 5 +10 Sandra moved to the bathroom. +11 John went back to the bathroom. +12 Is John in the bedroom? no 11 +13 Mary went to the bathroom. +14 Mary travelled to the bedroom. +15 Is Sandra in the bathroom? yes 10 +1 Sandra went to the office. +2 Mary picked up the football there. +3 Is Sandra in the office? yes 1 +4 Sandra went back to the kitchen. +5 Sandra journeyed to the garden. +6 Is Sandra in the hallway? no 5 +7 Sandra journeyed to the office. +8 John went back to the hallway. +9 Is John in the hallway? yes 8 +10 Daniel travelled to the bedroom. +11 Mary discarded the football. +12 Is Sandra in the office? yes 7 +13 Daniel travelled to the office. +14 Mary grabbed the football there. +15 Is Daniel in the hallway? no 13 +1 Sandra went to the office. +2 John moved to the hallway. +3 Is John in the hallway? yes 2 +4 Sandra went back to the kitchen. +5 John went to the garden. +6 Is John in the bathroom? no 5 +7 John travelled to the office. +8 Sandra travelled to the office. +9 Is Sandra in the bedroom? no 8 +10 John went to the hallway. +11 Mary went back to the kitchen. +12 Is John in the hallway? yes 10 +13 John journeyed to the bathroom. +14 Sandra moved to the bedroom. +15 Is Sandra in the bathroom? no 14 +1 Sandra went to the office. +2 Daniel picked up the milk there. +3 Is Sandra in the office? yes 1 +4 John travelled to the bedroom. +5 Daniel put down the milk. +6 Is John in the kitchen? no 4 +7 John picked up the milk there. +8 Mary went back to the kitchen. +9 Is John in the bedroom? yes 4 +10 John got the football there. +11 John left the football. +12 Is Mary in the kitchen? yes 8 +13 Mary moved to the bedroom. +14 John picked up the apple there. +15 Is Mary in the bedroom? yes 13 +1 Daniel went back to the hallway. +2 John got the apple there. +3 Is Daniel in the hallway? yes 1 +4 John dropped the apple. +5 Mary got the apple there. +6 Is Daniel in the hallway? yes 1 +7 Daniel moved to the bedroom. +8 Sandra travelled to the hallway. +9 Is Daniel in the hallway? no 7 +10 Mary moved to the bathroom. +11 Daniel moved to the bathroom. +12 Is Daniel in the bathroom? yes 11 +13 John travelled to the office. +14 Mary dropped the apple. +15 Is John in the office? yes 13 +1 Mary picked up the apple there. +2 Mary dropped the apple. +3 Daniel went to the bathroom. +4 Daniel journeyed to the garden. +5 Is Daniel in the garden? yes 4 +6 Daniel picked up the football there. +7 Daniel discarded the football. +8 Is Daniel in the bedroom? no 4 +9 John moved to the bedroom. +10 Sandra went back to the bedroom. +11 Is Daniel in the office? no 4 +12 Daniel went back to the bedroom. +13 Daniel journeyed to the kitchen. +14 Is Daniel in the kitchen? yes 13 +15 Sandra got the milk there. +16 Sandra journeyed to the kitchen. +17 Is Daniel in the garden? no 13 +1 Daniel took the apple there. +2 Daniel dropped the apple there. +3 Mary moved to the bathroom. +4 Daniel went back to the office. +5 Is Daniel in the kitchen? no 4 +6 Sandra moved to the bathroom. +7 Daniel took the football there. +8 Is Mary in the kitchen? no 3 +9 Daniel put down the football. +10 Mary moved to the kitchen. +11 Is Sandra in the bathroom? yes 6 +12 Sandra travelled to the hallway. +13 John went to the office. +14 Is Mary in the kitchen? yes 10 +15 Mary went back to the garden. +16 John journeyed to the hallway. +17 Is Mary in the bedroom? no 15 +1 Daniel travelled to the garden. +2 Sandra went back to the hallway. +3 Is Sandra in the bedroom? no 2 +4 John grabbed the football there. +5 Sandra travelled to the office. +6 Is Sandra in the garden? no 5 +7 Sandra went to the bedroom. +8 Sandra journeyed to the office. +9 Is Sandra in the office? yes 8 +10 John left the football there. +11 John went to the hallway. +12 Is John in the bathroom? no 11 +13 John took the apple there. +14 Mary took the milk there. +15 Is Sandra in the office? yes 8 +1 Daniel moved to the office. +2 Daniel travelled to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 John travelled to the bathroom. +5 John went back to the office. +6 Is John in the kitchen? no 5 +7 Daniel moved to the bathroom. +8 Daniel travelled to the bedroom. +9 Is Daniel in the bedroom? yes 8 +10 Mary went back to the office. +11 John travelled to the garden. +12 Is Daniel in the bedroom? yes 8 +13 John journeyed to the kitchen. +14 John went back to the office. +15 Is John in the kitchen? no 14 +1 John travelled to the bedroom. +2 Mary got the football there. +3 Is John in the bedroom? yes 1 +4 Mary put down the football. +5 John took the milk there. +6 Is John in the hallway? no 1 +7 Sandra travelled to the garden. +8 John left the milk. +9 Is Sandra in the garden? yes 7 +10 Sandra picked up the football there. +11 Mary picked up the apple there. +12 Is Sandra in the garden? yes 7 +13 Mary left the apple. +14 John took the milk there. +15 Sandra went to the bathroom. +16 Daniel went back to the bedroom. +17 Is Daniel in the garden? no 16 +1 Daniel got the apple there. +2 John went back to the hallway. +3 Is John in the hallway? yes 2 +4 Daniel journeyed to the hallway. +5 John moved to the office. +6 Is John in the office? yes 5 +7 Daniel dropped the apple there. +8 Mary went to the bedroom. +9 Is Daniel in the bedroom? no 4 +10 Sandra went back to the bedroom. +11 Mary took the milk there. +12 Is Sandra in the hallway? no 10 +13 Daniel journeyed to the bathroom. +14 Daniel took the football there. +15 Is Daniel in the bedroom? no 13 +1 Daniel went to the office. +2 Mary took the apple there. +3 Is Daniel in the office? yes 1 +4 Mary journeyed to the kitchen. +5 John got the football there. +6 Is Mary in the garden? no 4 +7 Mary put down the apple. +8 Mary grabbed the apple there. +9 Is Mary in the garden? no 4 +10 Mary dropped the apple. +11 Mary went back to the office. +12 Is Mary in the garden? no 11 +13 Daniel moved to the hallway. +14 John went to the bathroom. +15 Is Daniel in the hallway? yes 13 +1 John travelled to the garden. +2 Daniel journeyed to the hallway. +3 Is John in the bathroom? no 1 +4 Mary travelled to the bedroom. +5 John moved to the office. +6 Is John in the office? yes 5 +7 Mary moved to the garden. +8 Daniel went back to the bedroom. +9 Is Mary in the hallway? no 7 +10 Daniel moved to the garden. +11 Sandra took the football there. +12 Is Daniel in the garden? yes 10 +13 John picked up the milk there. +14 John put down the milk. +15 Is Daniel in the hallway? no 10 +1 John took the football there. +2 John went back to the hallway. +3 Is John in the kitchen? no 2 +4 Mary moved to the bathroom. +5 John moved to the bedroom. +6 Is Mary in the bedroom? no 4 +7 Mary went back to the kitchen. +8 Daniel went to the garden. +9 Is John in the bedroom? yes 5 +10 Sandra journeyed to the office. +11 John discarded the football. +12 Is John in the kitchen? no 5 +13 Mary moved to the garden. +14 Mary moved to the bedroom. +15 Is Sandra in the office? yes 10 +1 Mary grabbed the football there. +2 Mary travelled to the office. +3 Is Mary in the bedroom? no 2 +4 John went back to the hallway. +5 John travelled to the bedroom. +6 Is Mary in the office? yes 2 +7 Mary took the apple there. +8 Mary left the apple. +9 Is John in the bedroom? yes 5 +10 Mary got the apple there. +11 Daniel moved to the hallway. +12 Is Daniel in the office? no 11 +13 Mary put down the apple. +14 Sandra went back to the bedroom. +15 Is Daniel in the office? no 11 +1 Mary went to the hallway. +2 John travelled to the garden. +3 Is Mary in the kitchen? no 1 +4 John went back to the bedroom. +5 Daniel journeyed to the office. +6 Is Mary in the office? no 1 +7 Sandra travelled to the kitchen. +8 Sandra travelled to the office. +9 Is Sandra in the hallway? no 8 +10 John went to the garden. +11 John travelled to the office. +12 Is Sandra in the office? yes 8 +13 Mary moved to the kitchen. +14 Daniel moved to the hallway. +15 Is Mary in the bathroom? no 13 +1 John travelled to the garden. +2 John moved to the bedroom. +3 Is John in the bedroom? yes 2 +4 Mary travelled to the office. +5 Daniel picked up the apple there. +6 Is John in the bedroom? yes 2 +7 John went back to the garden. +8 Mary went back to the kitchen. +9 Is John in the kitchen? no 7 +10 John went to the kitchen. +11 Mary went back to the office. +12 Is John in the kitchen? yes 10 +13 Daniel journeyed to the bathroom. +14 John grabbed the football there. +15 Is Mary in the garden? no 11 +1 Daniel picked up the football there. +2 Mary travelled to the bedroom. +3 Is Mary in the garden? no 2 +4 Sandra moved to the office. +5 Mary journeyed to the bathroom. +6 Is Mary in the hallway? no 5 +7 Sandra travelled to the kitchen. +8 Mary moved to the bedroom. +9 Is Mary in the bedroom? yes 8 +10 Daniel put down the football. +11 Sandra moved to the bedroom. +12 Is Sandra in the hallway? no 11 +13 Daniel travelled to the bathroom. +14 Daniel went back to the bedroom. +15 Is Daniel in the hallway? no 14 +1 Mary went to the office. +2 John travelled to the bedroom. +3 Is Mary in the hallway? no 1 +4 Mary went to the bedroom. +5 Mary travelled to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 John moved to the hallway. +8 Mary picked up the milk there. +9 Is Mary in the kitchen? no 5 +10 John got the apple there. +11 John journeyed to the bedroom. +12 Is John in the office? no 11 +13 Mary dropped the milk. +14 Mary went to the office. +15 Is John in the garden? no 11 +1 Daniel got the football there. +2 Mary took the apple there. +3 John travelled to the hallway. +4 Daniel went back to the bathroom. +5 Is John in the bedroom? no 3 +6 Mary left the apple. +7 Mary took the apple there. +8 Is Daniel in the bathroom? yes 4 +9 Daniel put down the football. +10 Daniel took the football there. +11 Is Daniel in the garden? no 4 +12 Daniel travelled to the bedroom. +13 Mary discarded the apple. +14 Is Daniel in the hallway? no 12 +15 John journeyed to the office. +16 Mary picked up the apple there. +17 Is John in the hallway? no 15 +1 Daniel got the football there. +2 Sandra went to the hallway. +3 Is Sandra in the hallway? yes 2 +4 John moved to the hallway. +5 Daniel travelled to the bathroom. +6 Is Sandra in the garden? no 2 +7 Sandra picked up the apple there. +8 John journeyed to the bedroom. +9 Is John in the bathroom? no 8 +10 Sandra moved to the bathroom. +11 Sandra left the apple. +12 Is John in the office? no 8 +13 Daniel got the apple there. +14 Sandra went back to the bedroom. +15 Is Sandra in the bedroom? yes 14 +1 Daniel moved to the bathroom. +2 John picked up the apple there. +3 Is Daniel in the garden? no 1 +4 Mary went back to the bedroom. +5 Sandra journeyed to the kitchen. +6 Is Daniel in the bathroom? yes 1 +7 Sandra moved to the hallway. +8 John went to the hallway. +9 Is Sandra in the hallway? yes 7 +10 John went to the office. +11 John dropped the apple. +12 Is Sandra in the garden? no 7 +13 Mary picked up the milk there. +14 John picked up the apple there. +15 Is John in the kitchen? no 10 +1 John moved to the kitchen. +2 Mary journeyed to the hallway. +3 Is John in the garden? no 1 +4 John moved to the office. +5 Daniel moved to the bedroom. +6 Is John in the hallway? no 4 +7 Mary went to the garden. +8 Daniel moved to the kitchen. +9 Is Mary in the garden? yes 7 +10 Daniel took the apple there. +11 John went to the bathroom. +12 Is Mary in the bedroom? no 7 +13 John got the milk there. +14 Sandra travelled to the hallway. +15 Is Daniel in the kitchen? yes 8 +1 Mary went back to the kitchen. +2 John went to the bathroom. +3 Is Mary in the kitchen? yes 1 +4 Mary got the milk there. +5 Mary left the milk. +6 Is Mary in the office? no 1 +7 Mary took the milk there. +8 Mary travelled to the hallway. +9 Is John in the garden? no 2 +10 John took the apple there. +11 John put down the apple. +12 Is Mary in the hallway? yes 8 +13 Mary took the football there. +14 Sandra moved to the hallway. +15 Is Mary in the office? no 8 +1 Daniel went to the bedroom. +2 Sandra got the apple there. +3 Is Daniel in the kitchen? no 1 +4 Daniel got the football there. +5 John journeyed to the bathroom. +6 Is John in the kitchen? no 5 +7 Sandra went to the bathroom. +8 Daniel put down the football. +9 Is Sandra in the office? no 7 +10 Mary journeyed to the office. +11 Sandra left the apple there. +12 Is Sandra in the bedroom? no 7 +13 Daniel picked up the football there. +14 Mary travelled to the hallway. +15 Is Mary in the hallway? yes 14 +1 Mary travelled to the office. +2 Daniel went back to the office. +3 Is Daniel in the bathroom? no 2 +4 Mary went to the hallway. +5 Mary moved to the garden. +6 Is Mary in the bedroom? no 5 +7 Daniel picked up the football there. +8 Mary journeyed to the bathroom. +9 Is Mary in the bathroom? yes 8 +10 Daniel moved to the kitchen. +11 Sandra journeyed to the kitchen. +12 Is Mary in the kitchen? no 8 +13 Sandra went back to the hallway. +14 Daniel discarded the football there. +15 Is Mary in the bathroom? yes 8 +1 Mary took the milk there. +2 Mary dropped the milk. +3 John moved to the hallway. +4 John moved to the bathroom. +5 Is John in the bathroom? yes 4 +6 Daniel went back to the hallway. +7 Daniel took the milk there. +8 Is John in the bathroom? yes 4 +9 Mary travelled to the bathroom. +10 Daniel discarded the milk. +11 Is Mary in the bedroom? no 9 +12 Mary moved to the kitchen. +13 Daniel went to the garden. +14 Is Mary in the bathroom? no 12 +15 Sandra went back to the hallway. +16 Sandra grabbed the milk there. +17 Is Mary in the bedroom? no 12 +1 Daniel grabbed the apple there. +2 Sandra travelled to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Daniel dropped the apple there. +5 Mary travelled to the bathroom. +6 Is Mary in the kitchen? no 5 +7 Sandra went to the office. +8 Daniel travelled to the garden. +9 Is Daniel in the garden? yes 8 +10 John journeyed to the office. +11 Mary went back to the office. +12 Is Mary in the office? yes 11 +13 Daniel went back to the kitchen. +14 Daniel got the milk there. +15 Is Daniel in the bathroom? no 13 +1 Daniel picked up the apple there. +2 John went back to the office. +3 Is John in the hallway? no 2 +4 Daniel left the apple. +5 John grabbed the milk there. +6 Is John in the hallway? no 2 +7 John went to the hallway. +8 Mary journeyed to the kitchen. +9 Is John in the hallway? yes 7 +10 Daniel grabbed the apple there. +11 Daniel discarded the apple there. +12 Is John in the hallway? yes 7 +13 Mary got the apple there. +14 Mary put down the apple. +15 Is Mary in the bathroom? no 8 +1 Mary travelled to the bedroom. +2 Daniel travelled to the garden. +3 Is Daniel in the bathroom? no 2 +4 Daniel journeyed to the kitchen. +5 Daniel got the football there. +6 Is Daniel in the office? no 4 +7 Sandra journeyed to the bedroom. +8 Mary went back to the garden. +9 Is Daniel in the office? no 4 +10 Daniel went back to the office. +11 Sandra went back to the office. +12 Is Sandra in the office? yes 11 +13 Sandra travelled to the bedroom. +14 Daniel picked up the milk there. +15 Is Sandra in the bedroom? yes 13 +1 Sandra went back to the garden. +2 Mary went back to the hallway. +3 Is Mary in the bedroom? no 2 +4 Sandra journeyed to the bathroom. +5 Mary travelled to the bedroom. +6 Is Sandra in the bathroom? yes 4 +7 Mary journeyed to the kitchen. +8 Mary went to the office. +9 Is Mary in the garden? no 8 +10 Sandra took the apple there. +11 Sandra left the apple there. +12 Is Mary in the bathroom? no 8 +13 Sandra took the apple there. +14 Sandra discarded the apple. +15 Is Mary in the bathroom? no 8 +1 John took the football there. +2 John went to the hallway. +3 Is John in the hallway? yes 2 +4 John picked up the apple there. +5 Sandra journeyed to the bathroom. +6 Is Sandra in the bedroom? no 5 +7 John left the football. +8 Sandra went to the hallway. +9 Is Sandra in the hallway? yes 8 +10 Sandra took the football there. +11 John dropped the apple. +12 Is Sandra in the garden? no 8 +13 John went to the bedroom. +14 Sandra put down the football. +15 Is Sandra in the hallway? yes 8 +1 Sandra grabbed the football there. +2 Daniel journeyed to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 Mary travelled to the garden. +5 Daniel went to the office. +6 Is Daniel in the office? yes 5 +7 Daniel went back to the kitchen. +8 Daniel went back to the bathroom. +9 Is Daniel in the bathroom? yes 8 +10 John moved to the garden. +11 John went back to the kitchen. +12 Is Daniel in the bathroom? yes 8 +13 Sandra travelled to the garden. +14 John travelled to the bathroom. +15 Is Sandra in the garden? yes 13 +1 Mary grabbed the football there. +2 Daniel travelled to the garden. +3 Is Daniel in the hallway? no 2 +4 John moved to the garden. +5 Daniel journeyed to the bathroom. +6 Is John in the garden? yes 4 +7 Mary dropped the football. +8 Mary picked up the football there. +9 Is John in the garden? yes 4 +10 Daniel travelled to the office. +11 Daniel picked up the apple there. +12 Is Daniel in the bedroom? no 10 +13 John journeyed to the hallway. +14 Daniel dropped the apple. +15 Is Daniel in the office? yes 10 +1 Sandra picked up the football there. +2 Mary went to the garden. +3 Is Mary in the bathroom? no 2 +4 Mary went back to the kitchen. +5 Sandra moved to the office. +6 Is Mary in the hallway? no 4 +7 Sandra moved to the kitchen. +8 Sandra put down the football. +9 Is Sandra in the kitchen? yes 7 +10 Sandra grabbed the football there. +11 Daniel went to the bedroom. +12 Is Sandra in the kitchen? yes 7 +13 Daniel went to the hallway. +14 Mary travelled to the hallway. +15 Is Daniel in the office? no 13 +1 John took the apple there. +2 Daniel travelled to the office. +3 Is Daniel in the bedroom? no 2 +4 Mary took the milk there. +5 John left the apple there. +6 Is Daniel in the office? yes 2 +7 Daniel travelled to the hallway. +8 Mary went to the hallway. +9 Is Daniel in the bedroom? no 7 +10 John picked up the apple there. +11 Mary put down the milk. +12 Is Mary in the hallway? yes 8 +13 John left the apple. +14 Mary picked up the apple there. +15 Is Mary in the bedroom? no 8 +1 John went to the bedroom. +2 Mary took the apple there. +3 Is John in the bedroom? yes 1 +4 Mary journeyed to the hallway. +5 Daniel got the milk there. +6 Is John in the garden? no 1 +7 Daniel travelled to the hallway. +8 Daniel put down the milk. +9 Is Mary in the hallway? yes 4 +10 John travelled to the hallway. +11 John picked up the milk there. +12 Is Daniel in the hallway? yes 7 +13 Sandra took the football there. +14 Sandra journeyed to the bedroom. +15 Is John in the bedroom? no 10 +1 Sandra journeyed to the bathroom. +2 Mary moved to the garden. +3 Is Sandra in the bathroom? yes 1 +4 John went back to the kitchen. +5 Sandra journeyed to the bedroom. +6 Is Mary in the hallway? no 2 +7 John travelled to the office. +8 John took the apple there. +9 Is Mary in the office? no 2 +10 Sandra moved to the kitchen. +11 Daniel went back to the office. +12 Is Sandra in the kitchen? yes 10 +13 John discarded the apple. +14 John went back to the hallway. +15 Is Sandra in the bathroom? no 10 +1 Daniel travelled to the hallway. +2 Mary went to the hallway. +3 Is Mary in the bathroom? no 2 +4 Daniel picked up the football there. +5 Daniel journeyed to the bedroom. +6 Is Daniel in the bedroom? yes 5 +7 Daniel went back to the bathroom. +8 Sandra took the apple there. +9 Is Daniel in the bathroom? yes 7 +10 John travelled to the bathroom. +11 Mary took the milk there. +12 Is Daniel in the bathroom? yes 7 +13 Sandra discarded the apple. +14 Mary discarded the milk. +15 Is John in the bathroom? yes 10 +1 Daniel took the apple there. +2 Sandra moved to the garden. +3 Is Sandra in the hallway? no 2 +4 Sandra grabbed the football there. +5 Mary moved to the garden. +6 Is Mary in the garden? yes 5 +7 John went to the garden. +8 Daniel discarded the apple. +9 Is John in the garden? yes 7 +10 Daniel moved to the garden. +11 Sandra left the football. +12 Is Mary in the office? no 5 +13 Mary travelled to the kitchen. +14 Mary went to the garden. +15 Is Daniel in the bathroom? no 10 +1 Sandra travelled to the garden. +2 Daniel travelled to the hallway. +3 Is Daniel in the bedroom? no 2 +4 Mary travelled to the hallway. +5 Sandra moved to the office. +6 Is Sandra in the kitchen? no 5 +7 Daniel journeyed to the kitchen. +8 Sandra went back to the bedroom. +9 Is Mary in the hallway? yes 4 +10 Mary moved to the kitchen. +11 Sandra travelled to the bathroom. +12 Is Sandra in the kitchen? no 11 +13 Daniel got the milk there. +14 John went back to the hallway. +15 Is John in the hallway? yes 14 +1 Mary went to the bedroom. +2 Daniel travelled to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Sandra journeyed to the garden. +5 Daniel went back to the office. +6 Is Daniel in the office? yes 5 +7 Daniel travelled to the garden. +8 Daniel went to the bathroom. +9 Is Daniel in the office? no 8 +10 John journeyed to the office. +11 Sandra went back to the bedroom. +12 Is John in the kitchen? no 10 +13 Daniel went back to the garden. +14 Mary journeyed to the office. +15 Is Daniel in the bedroom? no 13 +1 John went back to the bathroom. +2 John got the apple there. +3 Is John in the bathroom? yes 1 +4 John went to the hallway. +5 Sandra took the football there. +6 Is John in the hallway? yes 4 +7 John went to the kitchen. +8 Mary got the milk there. +9 Is John in the bedroom? no 7 +10 Sandra moved to the hallway. +11 John journeyed to the bedroom. +12 Is John in the hallway? no 11 +13 John left the apple. +14 Sandra dropped the football. +15 Is John in the bedroom? yes 11 +1 Daniel went back to the hallway. +2 Sandra moved to the hallway. +3 Is Daniel in the kitchen? no 1 +4 Daniel moved to the kitchen. +5 Daniel went to the hallway. +6 Is Daniel in the garden? no 5 +7 John moved to the kitchen. +8 Sandra travelled to the bedroom. +9 Is Daniel in the hallway? yes 5 +10 Daniel moved to the garden. +11 Daniel picked up the milk there. +12 Is Sandra in the bedroom? yes 8 +13 Daniel left the milk there. +14 John went back to the bedroom. +15 Is Sandra in the bathroom? no 8 +1 John got the football there. +2 Mary went to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 John journeyed to the kitchen. +5 Mary went back to the office. +6 Is Mary in the office? yes 5 +7 Mary grabbed the apple there. +8 Sandra journeyed to the bathroom. +9 Is Mary in the garden? no 5 +10 John went to the bathroom. +11 Daniel went back to the office. +12 Is Daniel in the bathroom? no 11 +13 Mary went back to the bedroom. +14 John dropped the football. +15 Is John in the bathroom? yes 10 +1 Mary went back to the garden. +2 Sandra went back to the kitchen. +3 Is Mary in the kitchen? no 1 +4 Sandra picked up the apple there. +5 Sandra put down the apple. +6 Is Sandra in the kitchen? yes 2 +7 Sandra picked up the apple there. +8 Sandra took the milk there. +9 Is Sandra in the office? no 2 +10 Mary went back to the kitchen. +11 John travelled to the garden. +12 Is John in the bathroom? no 11 +13 John went to the hallway. +14 Mary went back to the hallway. +15 Is Mary in the hallway? yes 14 +1 Mary travelled to the office. +2 Mary went to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 John went back to the garden. +5 Sandra moved to the garden. +6 Is Mary in the bedroom? yes 2 +7 Sandra went to the kitchen. +8 Mary grabbed the football there. +9 Is Sandra in the bathroom? no 7 +10 Mary travelled to the bathroom. +11 Mary travelled to the garden. +12 Is Mary in the hallway? no 11 +13 Daniel moved to the bathroom. +14 Daniel moved to the office. +15 Is Mary in the office? no 11 +1 Mary moved to the bathroom. +2 John journeyed to the hallway. +3 Is John in the hallway? yes 2 +4 Daniel moved to the bedroom. +5 Mary grabbed the football there. +6 Is Daniel in the kitchen? no 4 +7 Sandra went to the garden. +8 Mary discarded the football there. +9 Is Sandra in the garden? yes 7 +10 Mary picked up the football there. +11 Mary dropped the football. +12 Is Sandra in the garden? yes 7 +13 Mary got the football there. +14 Sandra travelled to the bathroom. +15 Is Sandra in the bathroom? yes 14 +1 Sandra went back to the office. +2 Mary travelled to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 Mary took the apple there. +5 Daniel went to the bedroom. +6 Is Sandra in the kitchen? no 1 +7 John moved to the bedroom. +8 Daniel travelled to the hallway. +9 Is Daniel in the hallway? yes 8 +10 Daniel went back to the bathroom. +11 Mary moved to the bathroom. +12 Is Daniel in the bathroom? yes 10 +13 Daniel went back to the bedroom. +14 Mary went back to the garden. +15 Is Daniel in the office? no 13 +1 Sandra took the apple there. +2 Sandra moved to the bedroom. +3 Is Sandra in the hallway? no 2 +4 Daniel went back to the bathroom. +5 John grabbed the football there. +6 Is Daniel in the bathroom? yes 4 +7 John dropped the football. +8 Daniel journeyed to the kitchen. +9 Is Daniel in the hallway? no 8 +10 John took the football there. +11 Sandra left the apple. +12 Is Daniel in the kitchen? yes 8 +13 John got the apple there. +14 Mary travelled to the hallway. +15 Is Mary in the office? no 14 +1 Daniel journeyed to the bathroom. +2 John travelled to the hallway. +3 Is Daniel in the hallway? no 1 +4 John took the apple there. +5 Sandra travelled to the garden. +6 Is Sandra in the kitchen? no 5 +7 Daniel went to the kitchen. +8 John put down the apple. +9 Is Sandra in the hallway? no 5 +10 Daniel went back to the hallway. +11 Daniel grabbed the apple there. +12 Is Sandra in the hallway? no 5 +13 Daniel journeyed to the kitchen. +14 Daniel journeyed to the bathroom. +15 Is Daniel in the bathroom? yes 14 +1 Mary took the football there. +2 Mary discarded the football. +3 Daniel travelled to the office. +4 John moved to the garden. +5 Is Daniel in the office? yes 3 +6 Daniel travelled to the hallway. +7 Mary took the football there. +8 Is Daniel in the hallway? yes 6 +9 Daniel moved to the bathroom. +10 Daniel took the apple there. +11 Is John in the bathroom? no 4 +12 Daniel went to the bedroom. +13 Sandra moved to the bathroom. +14 Is Sandra in the bathroom? yes 13 +15 Mary put down the football. +16 Mary journeyed to the garden. +17 Is Mary in the garden? yes 16 +1 Mary went to the office. +2 Mary moved to the hallway. +3 Is Mary in the kitchen? no 2 +4 Mary travelled to the kitchen. +5 Daniel picked up the football there. +6 Is Mary in the kitchen? yes 4 +7 John journeyed to the kitchen. +8 Daniel moved to the garden. +9 Is Mary in the kitchen? yes 4 +10 Sandra journeyed to the bathroom. +11 Sandra went to the hallway. +12 Is John in the office? no 7 +13 John went to the office. +14 Daniel dropped the football there. +15 Is John in the office? yes 13 +1 Daniel went back to the bedroom. +2 Sandra moved to the hallway. +3 Is Sandra in the hallway? yes 2 +4 Mary went back to the office. +5 John moved to the bedroom. +6 Is Sandra in the office? no 2 +7 Sandra went to the bedroom. +8 Mary went to the kitchen. +9 Is Sandra in the garden? no 7 +10 Mary took the football there. +11 Mary dropped the football. +12 Is John in the bedroom? yes 5 +13 Sandra travelled to the office. +14 Mary went to the garden. +15 Is Mary in the garden? yes 14 +1 John went to the bedroom. +2 Daniel journeyed to the bathroom. +3 Is John in the bathroom? no 1 +4 Mary travelled to the bedroom. +5 Mary went to the kitchen. +6 Is John in the hallway? no 1 +7 John journeyed to the bathroom. +8 John went back to the kitchen. +9 Is Mary in the kitchen? yes 5 +10 Daniel grabbed the football there. +11 Sandra went to the kitchen. +12 Is John in the bedroom? no 8 +13 Sandra journeyed to the office. +14 John went to the office. +15 Is John in the office? yes 14 +1 Daniel went to the bathroom. +2 Mary travelled to the bathroom. +3 Is Mary in the kitchen? no 2 +4 Mary journeyed to the kitchen. +5 Mary went to the garden. +6 Is Mary in the bathroom? no 5 +7 Mary got the football there. +8 John moved to the bathroom. +9 Is Mary in the bathroom? no 5 +10 John went back to the bedroom. +11 Mary dropped the football. +12 Is John in the bedroom? yes 10 +13 Mary travelled to the kitchen. +14 Sandra moved to the bedroom. +15 Is John in the bedroom? yes 10 +1 Sandra moved to the garden. +2 Sandra picked up the apple there. +3 Is Sandra in the garden? yes 1 +4 John got the football there. +5 John dropped the football. +6 Is Sandra in the bathroom? no 1 +7 Mary travelled to the bedroom. +8 John went to the hallway. +9 Is Mary in the office? no 7 +10 Daniel moved to the bathroom. +11 Daniel travelled to the garden. +12 Is Mary in the bedroom? yes 7 +13 John travelled to the garden. +14 Sandra left the apple. +15 Is Daniel in the bedroom? no 11 +1 John went back to the bedroom. +2 John took the football there. +3 Is John in the bedroom? yes 1 +4 Sandra took the apple there. +5 Mary travelled to the office. +6 Is John in the office? no 1 +7 Sandra dropped the apple. +8 Mary travelled to the kitchen. +9 Is Mary in the office? no 8 +10 Daniel moved to the garden. +11 Daniel moved to the office. +12 Is Mary in the kitchen? yes 8 +13 Sandra went to the bedroom. +14 Mary picked up the apple there. +15 Is Sandra in the kitchen? no 13 +1 Mary went to the office. +2 John moved to the bedroom. +3 Is John in the bedroom? yes 2 +4 Mary travelled to the bedroom. +5 Mary went back to the hallway. +6 Is John in the bedroom? yes 2 +7 Mary moved to the kitchen. +8 John moved to the garden. +9 Is Mary in the garden? no 7 +10 Daniel went to the bedroom. +11 Daniel took the milk there. +12 Is Mary in the kitchen? yes 7 +13 Daniel journeyed to the office. +14 Mary grabbed the apple there. +15 Is Daniel in the hallway? no 13 +1 Daniel picked up the apple there. +2 Daniel journeyed to the hallway. +3 Is Daniel in the garden? no 2 +4 Sandra journeyed to the bedroom. +5 Mary picked up the milk there. +6 Is Sandra in the kitchen? no 4 +7 Daniel took the football there. +8 Mary dropped the milk. +9 Is Sandra in the hallway? no 4 +10 John moved to the office. +11 Sandra travelled to the kitchen. +12 Is Sandra in the kitchen? yes 11 +13 Daniel went back to the bedroom. +14 Daniel discarded the football. +15 Is John in the office? yes 10 +1 John got the football there. +2 John moved to the hallway. +3 Is John in the garden? no 2 +4 Daniel went back to the hallway. +5 John went to the kitchen. +6 Is John in the kitchen? yes 5 +7 Mary moved to the bedroom. +8 Sandra went to the hallway. +9 Is John in the bedroom? no 5 +10 Mary journeyed to the hallway. +11 Mary went to the bathroom. +12 Is Mary in the hallway? no 11 +13 John left the football. +14 John got the football there. +15 Is Mary in the bathroom? yes 11 +1 Daniel picked up the apple there. +2 Sandra picked up the milk there. +3 Sandra went to the kitchen. +4 Daniel left the apple. +5 Is Sandra in the bedroom? no 3 +6 Mary moved to the kitchen. +7 John journeyed to the hallway. +8 Is John in the hallway? yes 7 +9 Sandra moved to the bathroom. +10 Daniel got the apple there. +11 Is Mary in the kitchen? yes 6 +12 Daniel dropped the apple. +13 John travelled to the garden. +14 Is John in the bedroom? no 13 +15 Daniel took the apple there. +16 John took the football there. +17 Is John in the bedroom? no 13 +1 Mary went back to the bathroom. +2 Sandra went back to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 John went to the garden. +5 Daniel went back to the bathroom. +6 Is John in the kitchen? no 4 +7 John moved to the bathroom. +8 Sandra journeyed to the bedroom. +9 Is Sandra in the office? no 8 +10 Mary journeyed to the office. +11 Sandra travelled to the hallway. +12 Is Mary in the office? yes 10 +13 Sandra moved to the garden. +14 Sandra travelled to the office. +15 Is Mary in the hallway? no 10 +1 Daniel went to the hallway. +2 Sandra went to the kitchen. +3 Is Sandra in the bathroom? no 2 +4 John moved to the hallway. +5 Sandra picked up the milk there. +6 Is John in the kitchen? no 4 +7 John got the apple there. +8 Sandra went to the bedroom. +9 Is John in the office? no 4 +10 Mary travelled to the kitchen. +11 Sandra went back to the garden. +12 Is Sandra in the kitchen? no 11 +13 John went to the garden. +14 Sandra went to the hallway. +15 Is Sandra in the hallway? yes 14 +1 Mary went back to the office. +2 Sandra went back to the hallway. +3 Is Mary in the garden? no 1 +4 Sandra moved to the bathroom. +5 Mary went to the bedroom. +6 Is Mary in the bathroom? no 5 +7 Daniel moved to the kitchen. +8 John grabbed the milk there. +9 Is Daniel in the kitchen? yes 7 +10 Daniel moved to the hallway. +11 John travelled to the garden. +12 Is Daniel in the hallway? yes 10 +13 Mary picked up the apple there. +14 Sandra went to the office. +15 Is Sandra in the bedroom? no 14 +1 Daniel went back to the garden. +2 John moved to the bedroom. +3 Is Daniel in the garden? yes 1 +4 Daniel travelled to the kitchen. +5 Daniel journeyed to the office. +6 Is Daniel in the office? yes 5 +7 Daniel went to the kitchen. +8 Mary went to the office. +9 Is Daniel in the kitchen? yes 7 +10 Mary picked up the football there. +11 Sandra went to the bedroom. +12 Is Daniel in the kitchen? yes 7 +13 Mary left the football. +14 John travelled to the garden. +15 Is Sandra in the bedroom? yes 11 +1 John travelled to the office. +2 Sandra went back to the bedroom. +3 Is John in the office? yes 1 +4 John took the milk there. +5 Mary journeyed to the garden. +6 Is Mary in the bedroom? no 5 +7 Daniel travelled to the office. +8 John left the milk. +9 Is Sandra in the kitchen? no 2 +10 John picked up the milk there. +11 John discarded the milk there. +12 Is Daniel in the kitchen? no 7 +13 Daniel grabbed the milk there. +14 John went back to the garden. +15 Is John in the garden? yes 14 +1 Daniel went to the kitchen. +2 Mary grabbed the football there. +3 Is Daniel in the bedroom? no 1 +4 Mary took the milk there. +5 John journeyed to the kitchen. +6 Is John in the kitchen? yes 5 +7 Daniel journeyed to the garden. +8 Mary discarded the football. +9 Is Daniel in the garden? yes 7 +10 Daniel grabbed the football there. +11 Daniel left the football there. +12 Is John in the garden? no 5 +13 Mary took the football there. +14 John went back to the hallway. +15 Is John in the hallway? yes 14 +1 Mary travelled to the kitchen. +2 Daniel got the apple there. +3 Is Mary in the kitchen? yes 1 +4 Daniel discarded the apple. +5 John moved to the office. +6 Is Mary in the office? no 1 +7 Sandra moved to the bedroom. +8 Sandra went to the kitchen. +9 Is Sandra in the kitchen? yes 8 +10 Sandra travelled to the bedroom. +11 John went back to the garden. +12 Is Sandra in the bedroom? yes 10 +13 Mary moved to the garden. +14 Daniel took the apple there. +15 Is Mary in the garden? yes 13 +1 Daniel journeyed to the bedroom. +2 Sandra took the milk there. +3 Is Daniel in the hallway? no 1 +4 Daniel journeyed to the kitchen. +5 Daniel travelled to the hallway. +6 Is Daniel in the garden? no 5 +7 Sandra travelled to the kitchen. +8 John went to the garden. +9 Is Sandra in the kitchen? yes 7 +10 John moved to the kitchen. +11 Sandra put down the milk there. +12 Is John in the hallway? no 10 +13 Sandra grabbed the milk there. +14 Sandra moved to the hallway. +15 Is John in the kitchen? yes 10 +1 Mary picked up the milk there. +2 Mary discarded the milk. +3 Sandra took the football there. +4 John moved to the office. +5 Is John in the office? yes 4 +6 Daniel travelled to the kitchen. +7 Mary grabbed the milk there. +8 Is Daniel in the office? no 6 +9 Mary left the milk. +10 Mary went back to the bedroom. +11 Is Mary in the bedroom? yes 10 +12 John grabbed the milk there. +13 Mary moved to the hallway. +14 Is Mary in the garden? no 13 +15 Daniel journeyed to the garden. +16 John discarded the milk there. +17 Is Mary in the kitchen? no 13 +1 Mary grabbed the milk there. +2 Sandra went back to the bedroom. +3 Is Sandra in the kitchen? no 2 +4 Daniel went back to the garden. +5 John got the football there. +6 Is Sandra in the bedroom? yes 2 +7 Daniel went back to the kitchen. +8 John travelled to the office. +9 Is Daniel in the kitchen? yes 7 +10 Mary put down the milk. +11 Daniel journeyed to the office. +12 Is John in the office? yes 8 +13 John went to the kitchen. +14 John put down the football. +15 Is Daniel in the office? yes 11 +1 Sandra picked up the milk there. +2 Mary journeyed to the kitchen. +3 Is Mary in the kitchen? yes 2 +4 Sandra took the football there. +5 John went to the office. +6 Is Mary in the hallway? no 2 +7 Sandra dropped the football there. +8 Sandra put down the milk there. +9 Is Mary in the garden? no 2 +10 Sandra got the milk there. +11 Sandra put down the milk. +12 Is John in the office? yes 5 +13 Sandra got the milk there. +14 Sandra left the milk. +15 Sandra went back to the hallway. +16 Sandra went to the kitchen. +17 Is Sandra in the bedroom? no 16 +1 John travelled to the bedroom. +2 Mary travelled to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 John got the apple there. +5 Daniel went to the kitchen. +6 Is Mary in the garden? no 2 +7 Mary moved to the hallway. +8 Mary got the football there. +9 Is Daniel in the kitchen? yes 5 +10 Mary dropped the football. +11 John put down the apple. +12 Is Mary in the office? no 7 +13 Mary moved to the office. +14 Daniel travelled to the bathroom. +15 Is Mary in the office? yes 13 +1 John went back to the kitchen. +2 Mary went back to the hallway. +3 Is John in the kitchen? yes 1 +4 Mary moved to the office. +5 Daniel went to the kitchen. +6 Is Mary in the office? yes 4 +7 John grabbed the apple there. +8 Daniel went back to the garden. +9 Is Mary in the office? yes 4 +10 Mary went back to the hallway. +11 Daniel took the milk there. +12 Is Mary in the hallway? yes 10 +13 Mary travelled to the bedroom. +14 Daniel moved to the bedroom. +15 Is Daniel in the bedroom? yes 14 +1 Sandra journeyed to the hallway. +2 John journeyed to the kitchen. +3 Is John in the kitchen? yes 2 +4 Sandra picked up the apple there. +5 Mary picked up the milk there. +6 Is Sandra in the office? no 1 +7 Sandra went to the kitchen. +8 Daniel went back to the hallway. +9 Is John in the kitchen? yes 2 +10 Mary went to the bathroom. +11 Sandra journeyed to the hallway. +12 Is Sandra in the bedroom? no 11 +13 Mary left the milk. +14 Sandra left the apple. +15 Is Daniel in the hallway? yes 8 +1 John took the football there. +2 Sandra got the milk there. +3 Sandra put down the milk. +4 Daniel moved to the bathroom. +5 Is Daniel in the bedroom? no 4 +6 Mary moved to the bathroom. +7 Sandra journeyed to the garden. +8 Is Daniel in the garden? no 4 +9 John dropped the football. +10 Daniel went to the hallway. +11 Is Daniel in the garden? no 10 +12 Daniel travelled to the office. +13 Sandra went back to the bathroom. +14 Is Sandra in the office? no 13 +15 John got the football there. +16 Mary travelled to the hallway. +17 Is Daniel in the hallway? no 12 +1 Daniel moved to the office. +2 Mary went back to the bathroom. +3 Is Daniel in the garden? no 1 +4 Mary journeyed to the hallway. +5 John went to the bathroom. +6 Is John in the bathroom? yes 5 +7 Daniel went to the kitchen. +8 Sandra went to the garden. +9 Is Daniel in the kitchen? yes 7 +10 Sandra went back to the kitchen. +11 John travelled to the office. +12 Is John in the office? yes 11 +13 Mary went back to the bedroom. +14 Sandra went to the garden. +15 Is John in the bathroom? no 11 +1 Sandra took the football there. +2 Sandra took the apple there. +3 Mary went to the hallway. +4 Mary journeyed to the kitchen. +5 Is Mary in the office? no 4 +6 John moved to the office. +7 Sandra travelled to the bathroom. +8 Is John in the office? yes 6 +9 Daniel moved to the kitchen. +10 John got the milk there. +11 Is Sandra in the kitchen? no 7 +12 Daniel journeyed to the bathroom. +13 Sandra put down the football. +14 Is Daniel in the bathroom? yes 12 +15 Sandra journeyed to the office. +16 John dropped the milk there. +17 Is Sandra in the office? yes 15 +1 Daniel journeyed to the garden. +2 Sandra moved to the bedroom. +3 Is Daniel in the garden? yes 1 +4 Sandra travelled to the kitchen. +5 Mary moved to the garden. +6 Is Sandra in the kitchen? yes 4 +7 Sandra travelled to the office. +8 Daniel travelled to the bedroom. +9 Is Sandra in the office? yes 7 +10 Daniel moved to the kitchen. +11 Sandra got the apple there. +12 Is Daniel in the office? no 10 +13 John travelled to the garden. +14 Daniel travelled to the bathroom. +15 Is Daniel in the bathroom? yes 14 +1 Daniel journeyed to the kitchen. +2 Daniel moved to the hallway. +3 Is Daniel in the hallway? yes 2 +4 Daniel journeyed to the kitchen. +5 Mary went back to the kitchen. +6 Is Mary in the office? no 5 +7 Daniel took the milk there. +8 Daniel journeyed to the office. +9 Is Mary in the office? no 5 +10 John travelled to the kitchen. +11 Daniel travelled to the hallway. +12 Is Daniel in the hallway? yes 11 +13 Daniel journeyed to the office. +14 Daniel journeyed to the bathroom. +15 Is Daniel in the bathroom? yes 14 +1 Sandra went back to the hallway. +2 Daniel got the football there. +3 Is Sandra in the bathroom? no 1 +4 Sandra moved to the garden. +5 Sandra went to the bathroom. +6 Is Sandra in the bedroom? no 5 +7 Sandra grabbed the milk there. +8 Mary travelled to the bathroom. +9 Is Mary in the bathroom? yes 8 +10 Sandra discarded the milk. +11 Daniel left the football there. +12 Is Mary in the bedroom? no 8 +13 John went to the bathroom. +14 John picked up the football there. +15 Is Mary in the bedroom? no 8 +1 Daniel went to the bathroom. +2 Sandra got the milk there. +3 Is Daniel in the bathroom? yes 1 +4 Daniel went to the kitchen. +5 Mary grabbed the apple there. +6 Is Daniel in the bedroom? no 4 +7 John travelled to the bedroom. +8 Daniel went to the garden. +9 Is Daniel in the garden? yes 8 +10 Sandra moved to the hallway. +11 Sandra moved to the garden. +12 Is Sandra in the garden? yes 11 +13 John journeyed to the kitchen. +14 Daniel picked up the football there. +15 Is Sandra in the garden? yes 11 +1 Mary went back to the bedroom. +2 Daniel took the football there. +3 Is Mary in the bedroom? yes 1 +4 John journeyed to the bathroom. +5 John took the milk there. +6 Is John in the bathroom? yes 4 +7 Daniel discarded the football. +8 Mary journeyed to the hallway. +9 Is John in the bathroom? yes 4 +10 John travelled to the garden. +11 Daniel went to the garden. +12 Is Mary in the garden? no 8 +13 Daniel went to the kitchen. +14 Sandra went to the hallway. +15 Is Daniel in the kitchen? yes 13 +1 John went back to the office. +2 John went to the bedroom. +3 Is John in the garden? no 2 +4 Mary went to the office. +5 John went to the hallway. +6 Is John in the office? no 5 +7 John went to the garden. +8 Daniel moved to the hallway. +9 Is Mary in the hallway? no 4 +10 Daniel journeyed to the bathroom. +11 John went back to the bedroom. +12 Is Daniel in the garden? no 10 +13 Daniel journeyed to the bedroom. +14 Daniel journeyed to the garden. +15 Is Daniel in the bathroom? no 14 +1 Sandra moved to the office. +2 Sandra got the apple there. +3 Is Sandra in the bathroom? no 1 +4 Sandra travelled to the kitchen. +5 John went back to the bedroom. +6 Is Sandra in the kitchen? yes 4 +7 Sandra travelled to the bedroom. +8 Daniel journeyed to the bedroom. +9 Is Daniel in the bedroom? yes 8 +10 Sandra put down the apple there. +11 John took the apple there. +12 Is Daniel in the bedroom? yes 8 +13 John went back to the office. +14 John went to the hallway. +15 Is John in the office? no 14 +1 John moved to the bedroom. +2 Daniel grabbed the apple there. +3 Is John in the bedroom? yes 1 +4 Daniel travelled to the hallway. +5 Sandra went to the hallway. +6 Is John in the bedroom? yes 1 +7 Mary went back to the kitchen. +8 John went back to the kitchen. +9 Is Sandra in the hallway? yes 5 +10 Daniel put down the apple. +11 Daniel grabbed the apple there. +12 Is Sandra in the hallway? yes 5 +13 Sandra moved to the bedroom. +14 Daniel travelled to the office. +15 Is Sandra in the office? no 13 +1 John moved to the hallway. +2 Sandra journeyed to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 John journeyed to the kitchen. +5 Sandra grabbed the milk there. +6 Is John in the garden? no 4 +7 Daniel went to the hallway. +8 Sandra went to the kitchen. +9 Is John in the office? no 4 +10 Sandra dropped the milk there. +11 Mary journeyed to the kitchen. +12 Is Mary in the kitchen? yes 11 +13 John picked up the milk there. +14 John discarded the milk there. +15 Is Sandra in the kitchen? yes 8 +1 Mary journeyed to the bedroom. +2 John went to the kitchen. +3 Is Mary in the bathroom? no 1 +4 Daniel went to the bathroom. +5 Daniel moved to the kitchen. +6 Is John in the kitchen? yes 2 +7 Sandra moved to the kitchen. +8 Sandra went back to the garden. +9 Is Sandra in the bathroom? no 8 +10 Daniel moved to the bathroom. +11 John went back to the bathroom. +12 Is Sandra in the garden? yes 8 +13 Daniel journeyed to the garden. +14 Mary picked up the milk there. +15 Is Daniel in the garden? yes 13 +1 Sandra travelled to the hallway. +2 Sandra went to the kitchen. +3 Is Sandra in the bedroom? no 2 +4 Mary journeyed to the hallway. +5 Sandra took the milk there. +6 Is Mary in the hallway? yes 4 +7 John grabbed the apple there. +8 John dropped the apple. +9 Is Mary in the office? no 4 +10 Sandra travelled to the bathroom. +11 Mary went to the bedroom. +12 Is Sandra in the bathroom? yes 10 +13 Sandra travelled to the bedroom. +14 John picked up the apple there. +15 Is Mary in the bedroom? yes 11 +1 John took the apple there. +2 John discarded the apple. +3 Sandra went to the bedroom. +4 John grabbed the apple there. +5 Is Sandra in the bedroom? yes 3 +6 John left the apple there. +7 Mary went back to the bedroom. +8 Is Mary in the bedroom? yes 7 +9 Sandra went to the kitchen. +10 John went back to the office. +11 Is Sandra in the kitchen? yes 9 +12 Daniel got the apple there. +13 Daniel moved to the bedroom. +14 Is Daniel in the bathroom? no 13 +15 Sandra got the milk there. +16 Mary grabbed the football there. +17 Is John in the bedroom? no 10 +1 John moved to the bedroom. +2 Daniel moved to the bedroom. +3 Is John in the office? no 1 +4 Sandra journeyed to the kitchen. +5 Sandra went to the bedroom. +6 Is Sandra in the bathroom? no 5 +7 Mary went back to the bedroom. +8 Daniel grabbed the milk there. +9 Is Daniel in the bedroom? yes 2 +10 Daniel put down the milk. +11 Daniel journeyed to the garden. +12 Is Mary in the kitchen? no 7 +13 John picked up the milk there. +14 Mary journeyed to the bathroom. +15 Is Mary in the garden? no 14 +1 John moved to the office. +2 Daniel picked up the milk there. +3 Is John in the office? yes 1 +4 John went to the bathroom. +5 Sandra took the apple there. +6 Is John in the garden? no 4 +7 John journeyed to the kitchen. +8 Sandra journeyed to the bathroom. +9 Is John in the kitchen? yes 7 +10 Daniel put down the milk there. +11 Daniel journeyed to the kitchen. +12 Is Daniel in the kitchen? yes 11 +13 John journeyed to the bedroom. +14 Sandra went back to the office. +15 Is Daniel in the kitchen? yes 11 +1 Sandra moved to the office. +2 Sandra picked up the football there. +3 Is Sandra in the office? yes 1 +4 John went to the kitchen. +5 Mary journeyed to the garden. +6 Is John in the kitchen? yes 4 +7 John moved to the bathroom. +8 John moved to the office. +9 Is John in the bathroom? no 8 +10 Sandra travelled to the bathroom. +11 Mary picked up the milk there. +12 Is John in the kitchen? no 8 +13 John went back to the garden. +14 Sandra went to the bedroom. +15 Is Sandra in the office? no 14 +1 Mary moved to the bedroom. +2 John went back to the hallway. +3 Is Mary in the kitchen? no 1 +4 Daniel journeyed to the bathroom. +5 Mary went to the garden. +6 Is Mary in the garden? yes 5 +7 Mary went back to the hallway. +8 Mary journeyed to the kitchen. +9 Is Mary in the kitchen? yes 8 +10 Sandra journeyed to the hallway. +11 Sandra journeyed to the garden. +12 Is Mary in the hallway? no 8 +13 Mary travelled to the garden. +14 Mary went to the kitchen. +15 Is Sandra in the garden? yes 11 +1 Sandra went back to the kitchen. +2 Sandra journeyed to the office. +3 Is Sandra in the office? yes 2 +4 Sandra moved to the hallway. +5 John moved to the office. +6 Is Sandra in the hallway? yes 4 +7 John travelled to the garden. +8 Sandra moved to the office. +9 Is John in the garden? yes 7 +10 Mary went to the bathroom. +11 John took the milk there. +12 Is Sandra in the office? yes 8 +13 Mary grabbed the apple there. +14 John went back to the kitchen. +15 Is John in the kitchen? yes 14 +1 John went to the garden. +2 Sandra journeyed to the bedroom. +3 Is John in the garden? yes 1 +4 Mary moved to the bathroom. +5 Daniel went to the garden. +6 Is John in the garden? yes 1 +7 Mary travelled to the hallway. +8 Sandra went back to the office. +9 Is Mary in the bathroom? no 7 +10 Sandra journeyed to the kitchen. +11 Mary grabbed the apple there. +12 Is Daniel in the kitchen? no 5 +13 Mary discarded the apple. +14 Mary grabbed the apple there. +15 Is Sandra in the bathroom? no 10 +1 John went to the bathroom. +2 Daniel went back to the office. +3 Is Daniel in the bedroom? no 2 +4 Daniel picked up the milk there. +5 John moved to the office. +6 Is John in the kitchen? no 5 +7 John went back to the bedroom. +8 Daniel journeyed to the bathroom. +9 Is John in the bedroom? yes 7 +10 John travelled to the garden. +11 Sandra travelled to the kitchen. +12 Is Daniel in the hallway? no 8 +13 Daniel grabbed the apple there. +14 Sandra moved to the bathroom. +15 Is Sandra in the bathroom? yes 14 +1 Daniel went back to the bathroom. +2 John travelled to the hallway. +3 Is John in the hallway? yes 2 +4 Sandra went back to the bathroom. +5 John took the apple there. +6 Is Daniel in the bedroom? no 1 +7 Mary picked up the milk there. +8 Sandra picked up the football there. +9 Is Sandra in the bathroom? yes 4 +10 Sandra travelled to the office. +11 Daniel went to the kitchen. +12 Is Daniel in the bathroom? no 11 +13 Mary moved to the kitchen. +14 John discarded the apple. +15 Is Daniel in the kitchen? yes 11 +1 Daniel travelled to the bedroom. +2 John got the milk there. +3 Is Daniel in the bedroom? yes 1 +4 John discarded the milk. +5 Mary travelled to the office. +6 Is Mary in the office? yes 5 +7 Daniel travelled to the hallway. +8 Mary went back to the bathroom. +9 Is Mary in the bathroom? yes 8 +10 Mary went to the hallway. +11 Daniel travelled to the garden. +12 Is Mary in the hallway? yes 10 +13 John grabbed the milk there. +14 Mary went back to the bathroom. +15 Is Mary in the bathroom? yes 14 +1 John went back to the hallway. +2 Sandra went to the kitchen. +3 Is John in the kitchen? no 1 +4 John grabbed the football there. +5 John put down the football there. +6 Is Sandra in the bedroom? no 2 +7 Mary journeyed to the hallway. +8 Daniel went to the bedroom. +9 Is Sandra in the kitchen? yes 2 +10 Mary moved to the garden. +11 Mary journeyed to the bathroom. +12 Is Mary in the kitchen? no 11 +13 John moved to the bedroom. +14 John went to the kitchen. +15 Is John in the garden? no 14 +1 John journeyed to the kitchen. +2 Sandra grabbed the milk there. +3 Is John in the kitchen? yes 1 +4 Mary journeyed to the hallway. +5 Sandra left the milk. +6 Is Mary in the kitchen? no 4 +7 Daniel went back to the hallway. +8 Mary went back to the bathroom. +9 Is Daniel in the hallway? yes 7 +10 John moved to the garden. +11 Sandra picked up the milk there. +12 Is John in the garden? yes 10 +13 Daniel went back to the kitchen. +14 Mary moved to the hallway. +15 Is Mary in the hallway? yes 14 +1 Daniel got the football there. +2 Mary got the milk there. +3 Mary put down the milk there. +4 Mary moved to the bathroom. +5 Is Mary in the garden? no 4 +6 Daniel journeyed to the office. +7 Mary went back to the office. +8 Is Mary in the garden? no 7 +9 Daniel put down the football there. +10 Sandra journeyed to the hallway. +11 Is Sandra in the hallway? yes 10 +12 Mary went to the bedroom. +13 Sandra journeyed to the kitchen. +14 Is Mary in the bedroom? yes 12 +15 John travelled to the garden. +16 Sandra took the apple there. +17 Is Sandra in the office? no 13 +1 Sandra picked up the football there. +2 Sandra grabbed the milk there. +3 Daniel went back to the bathroom. +4 Mary moved to the bathroom. +5 Is Mary in the bathroom? yes 4 +6 Sandra went to the kitchen. +7 Sandra went back to the bathroom. +8 Is Sandra in the bedroom? no 7 +9 Sandra went to the kitchen. +10 John travelled to the bedroom. +11 Is Sandra in the garden? no 9 +12 Mary moved to the office. +13 John went to the office. +14 Is Mary in the office? yes 12 +15 Mary went back to the bedroom. +16 Sandra moved to the bathroom. +17 Is Sandra in the garden? no 16 +1 Sandra travelled to the kitchen. +2 John took the apple there. +3 Is Sandra in the hallway? no 1 +4 Daniel went to the kitchen. +5 Mary went to the hallway. +6 Is Daniel in the garden? no 4 +7 Mary went to the garden. +8 Sandra went back to the garden. +9 Is Daniel in the garden? no 4 +10 Mary went back to the bedroom. +11 John grabbed the football there. +12 Is Mary in the bedroom? yes 10 +13 Sandra journeyed to the kitchen. +14 John dropped the apple there. +15 Is Sandra in the kitchen? yes 13 +1 Mary travelled to the garden. +2 Sandra took the milk there. +3 Is Mary in the garden? yes 1 +4 John moved to the hallway. +5 Sandra discarded the milk there. +6 Is John in the kitchen? no 4 +7 Sandra moved to the garden. +8 Daniel moved to the hallway. +9 Is Daniel in the kitchen? no 8 +10 John moved to the office. +11 Mary went back to the bathroom. +12 Is Sandra in the bedroom? no 7 +13 Sandra travelled to the bedroom. +14 Mary travelled to the kitchen. +15 Is Sandra in the garden? no 13 +1 Sandra travelled to the bedroom. +2 Mary travelled to the office. +3 Is Sandra in the bedroom? yes 1 +4 Mary moved to the bedroom. +5 Daniel travelled to the office. +6 Is Mary in the bedroom? yes 4 +7 Sandra grabbed the apple there. +8 John journeyed to the bathroom. +9 Is John in the bathroom? yes 8 +10 John grabbed the football there. +11 John moved to the office. +12 Is John in the office? yes 11 +13 Sandra discarded the apple. +14 Daniel travelled to the bathroom. +15 Is Daniel in the bathroom? yes 14 +1 John went back to the bedroom. +2 Daniel grabbed the milk there. +3 Is John in the bathroom? no 1 +4 John journeyed to the bathroom. +5 Mary went to the garden. +6 Is John in the bathroom? yes 4 +7 Daniel dropped the milk. +8 Sandra went to the bathroom. +9 Is Sandra in the bathroom? yes 8 +10 Daniel got the milk there. +11 Daniel went to the office. +12 Is Mary in the garden? yes 5 +13 Mary went to the kitchen. +14 John took the football there. +15 Is Daniel in the office? yes 11 +1 John travelled to the kitchen. +2 Mary went to the hallway. +3 Is John in the kitchen? yes 1 +4 Daniel went to the bathroom. +5 Daniel went back to the garden. +6 Is Daniel in the garden? yes 5 +7 Mary took the milk there. +8 John journeyed to the bedroom. +9 Is Daniel in the garden? yes 5 +10 Sandra moved to the hallway. +11 Mary dropped the milk. +12 Is John in the bedroom? yes 8 +13 John travelled to the office. +14 Sandra grabbed the milk there. +15 Is Sandra in the bathroom? no 10 +1 John went to the bathroom. +2 John grabbed the apple there. +3 Is John in the bathroom? yes 1 +4 John got the football there. +5 Mary went to the bedroom. +6 Is Mary in the bedroom? yes 5 +7 Sandra travelled to the office. +8 Sandra travelled to the kitchen. +9 Is Mary in the bedroom? yes 5 +10 Daniel moved to the bedroom. +11 John dropped the football. +12 Is Mary in the bedroom? yes 5 +13 Daniel picked up the milk there. +14 John discarded the apple. +15 Is Sandra in the kitchen? yes 8 +1 Daniel took the milk there. +2 Mary went to the office. +3 Is Mary in the office? yes 2 +4 John went to the office. +5 John went to the garden. +6 Is John in the kitchen? no 5 +7 Mary went back to the bedroom. +8 Mary went to the hallway. +9 Is Mary in the hallway? yes 8 +10 Mary went to the kitchen. +11 Sandra journeyed to the bedroom. +12 Is John in the garden? yes 5 +13 Daniel travelled to the bathroom. +14 Mary went to the hallway. +15 Is Mary in the hallway? yes 14 +1 Mary went back to the office. +2 Mary got the milk there. +3 Is Mary in the garden? no 1 +4 Daniel grabbed the apple there. +5 Daniel journeyed to the kitchen. +6 Is Mary in the office? yes 1 +7 Mary travelled to the garden. +8 Mary travelled to the bedroom. +9 Is Mary in the kitchen? no 8 +10 Mary grabbed the football there. +11 Mary left the milk there. +12 Is Daniel in the garden? no 5 +13 Sandra travelled to the hallway. +14 John journeyed to the bedroom. +15 Is John in the office? no 14 +1 Daniel journeyed to the office. +2 Daniel picked up the football there. +3 Is Daniel in the kitchen? no 1 +4 Daniel put down the football. +5 Daniel travelled to the bathroom. +6 Is Daniel in the garden? no 5 +7 John took the milk there. +8 John went to the office. +9 Is John in the hallway? no 8 +10 Daniel went to the kitchen. +11 John discarded the milk. +12 Is John in the garden? no 8 +13 Daniel journeyed to the bedroom. +14 Mary went back to the bathroom. +15 Is Daniel in the hallway? no 13 +1 John went to the garden. +2 Sandra journeyed to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 John grabbed the apple there. +5 Daniel moved to the garden. +6 Is Sandra in the kitchen? yes 2 +7 Sandra moved to the hallway. +8 Sandra journeyed to the bedroom. +9 Is Daniel in the office? no 5 +10 Sandra journeyed to the hallway. +11 John left the apple. +12 Is Sandra in the hallway? yes 10 +13 John travelled to the hallway. +14 Daniel picked up the football there. +15 Is Sandra in the hallway? yes 10 +1 Mary went to the bathroom. +2 John took the milk there. +3 Is Mary in the hallway? no 1 +4 Sandra moved to the office. +5 John dropped the milk. +6 Is Mary in the bathroom? yes 1 +7 Mary went to the office. +8 Daniel journeyed to the bathroom. +9 Is Sandra in the office? yes 4 +10 Mary journeyed to the hallway. +11 Sandra went to the bathroom. +12 Is Mary in the office? no 10 +13 Sandra travelled to the kitchen. +14 Daniel picked up the apple there. +15 Is Sandra in the hallway? no 13 +1 Daniel journeyed to the hallway. +2 John picked up the apple there. +3 Is Daniel in the hallway? yes 1 +4 John discarded the apple. +5 Sandra travelled to the bedroom. +6 Is Sandra in the bedroom? yes 5 +7 Sandra travelled to the garden. +8 John got the apple there. +9 Is Sandra in the garden? yes 7 +10 John travelled to the hallway. +11 Daniel moved to the bathroom. +12 Is Sandra in the garden? yes 7 +13 Mary went to the garden. +14 John journeyed to the bathroom. +15 Is John in the bedroom? no 14 +1 Sandra grabbed the football there. +2 Sandra left the football. +3 Mary journeyed to the bedroom. +4 Sandra grabbed the football there. +5 Is Mary in the bedroom? yes 3 +6 Mary travelled to the office. +7 Daniel took the milk there. +8 Is Mary in the office? yes 6 +9 Sandra left the football. +10 Daniel dropped the milk. +11 Is Mary in the office? yes 6 +12 John went back to the office. +13 Mary went back to the kitchen. +14 Is Mary in the hallway? no 13 +15 Daniel journeyed to the office. +16 Sandra grabbed the football there. +17 Is John in the bathroom? no 12 +1 Mary picked up the milk there. +2 Daniel picked up the football there. +3 Sandra went to the garden. +4 Mary put down the milk. +5 Is Sandra in the garden? yes 3 +6 Daniel journeyed to the office. +7 Mary grabbed the milk there. +8 Is Sandra in the kitchen? no 3 +9 Daniel put down the football. +10 Mary dropped the milk. +11 Is Daniel in the office? yes 6 +12 Mary journeyed to the garden. +13 Mary went to the office. +14 Is Mary in the office? yes 13 +15 Sandra moved to the office. +16 Sandra travelled to the garden. +17 Is Mary in the bedroom? no 13 +1 Mary moved to the office. +2 John journeyed to the bedroom. +3 Is Mary in the office? yes 1 +4 Mary journeyed to the garden. +5 Mary got the football there. +6 Is Mary in the bathroom? no 4 +7 John went to the hallway. +8 John travelled to the kitchen. +9 Is John in the kitchen? yes 8 +10 Mary put down the football. +11 Daniel journeyed to the bathroom. +12 Is Daniel in the hallway? no 11 +13 Daniel took the apple there. +14 John went to the hallway. +15 Is Daniel in the bathroom? yes 11 +1 Sandra journeyed to the bedroom. +2 Daniel travelled to the garden. +3 Is Sandra in the bathroom? no 1 +4 Mary travelled to the bedroom. +5 Daniel went back to the kitchen. +6 Is Daniel in the kitchen? yes 5 +7 John went back to the hallway. +8 Daniel moved to the bathroom. +9 Is Daniel in the bedroom? no 8 +10 Daniel went to the garden. +11 John went to the kitchen. +12 Is Daniel in the hallway? no 10 +13 Daniel journeyed to the bathroom. +14 Daniel went to the bedroom. +15 Is Daniel in the hallway? no 14 +1 Daniel picked up the milk there. +2 Daniel dropped the milk. +3 Sandra went back to the bedroom. +4 Sandra got the football there. +5 Is Sandra in the garden? no 3 +6 John went back to the hallway. +7 John picked up the apple there. +8 Is John in the hallway? yes 6 +9 Mary moved to the office. +10 Daniel went to the kitchen. +11 Is John in the office? no 6 +12 Sandra left the football. +13 John discarded the apple. +14 Is Daniel in the kitchen? yes 10 +15 Sandra journeyed to the garden. +16 Sandra travelled to the kitchen. +17 Is Sandra in the office? no 16 +1 Daniel took the milk there. +2 Daniel travelled to the office. +3 Is Daniel in the garden? no 2 +4 Mary went back to the bedroom. +5 Mary journeyed to the hallway. +6 Is Mary in the hallway? yes 5 +7 John went back to the kitchen. +8 Mary journeyed to the garden. +9 Is Mary in the garden? yes 8 +10 Daniel journeyed to the garden. +11 Mary went to the bathroom. +12 Is John in the office? no 7 +13 John travelled to the bedroom. +14 Mary travelled to the bedroom. +15 Is John in the bedroom? yes 13 +1 Sandra went to the garden. +2 Daniel went back to the bedroom. +3 Is Sandra in the garden? yes 1 +4 Daniel got the apple there. +5 Sandra journeyed to the bathroom. +6 Is Sandra in the bathroom? yes 5 +7 Daniel dropped the apple. +8 Mary went back to the kitchen. +9 Is Daniel in the bedroom? yes 2 +10 Daniel moved to the kitchen. +11 Mary moved to the office. +12 Is Mary in the bedroom? no 11 +13 John travelled to the bedroom. +14 Sandra took the milk there. +15 Is Mary in the office? yes 11 +1 John got the milk there. +2 Mary went back to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 Daniel went to the bathroom. +5 Mary went back to the hallway. +6 Is Daniel in the bathroom? yes 4 +7 John travelled to the bathroom. +8 John dropped the milk. +9 Is Mary in the office? no 5 +10 Mary went back to the bedroom. +11 Daniel picked up the milk there. +12 Is John in the bathroom? yes 7 +13 Daniel moved to the garden. +14 Sandra moved to the hallway. +15 Is Daniel in the office? no 13 +1 Daniel journeyed to the garden. +2 Mary moved to the office. +3 Is Daniel in the bathroom? no 1 +4 Mary got the football there. +5 Sandra went to the office. +6 Is Mary in the garden? no 2 +7 Mary went to the garden. +8 Mary got the milk there. +9 Is Mary in the hallway? no 7 +10 Mary left the milk there. +11 John travelled to the bathroom. +12 Is John in the hallway? no 11 +13 Sandra picked up the apple there. +14 Daniel went to the bedroom. +15 Is John in the bathroom? yes 11 +1 Sandra moved to the kitchen. +2 Sandra moved to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 John journeyed to the hallway. +5 Sandra took the football there. +6 Is John in the hallway? yes 4 +7 John travelled to the garden. +8 Daniel moved to the bathroom. +9 Is John in the kitchen? no 7 +10 Daniel moved to the office. +11 Sandra moved to the garden. +12 Is Daniel in the office? yes 10 +13 Mary moved to the kitchen. +14 Daniel went back to the garden. +15 Is Sandra in the garden? yes 11 +1 Mary went to the bathroom. +2 Sandra moved to the garden. +3 Is Sandra in the garden? yes 2 +4 Sandra picked up the apple there. +5 Mary travelled to the office. +6 Is Mary in the hallway? no 5 +7 Mary picked up the milk there. +8 Sandra moved to the office. +9 Is Mary in the bathroom? no 5 +10 Mary discarded the milk. +11 John went back to the bathroom. +12 Is Sandra in the bedroom? no 8 +13 Sandra took the milk there. +14 John went back to the kitchen. +15 Is Sandra in the hallway? no 8 +1 John took the football there. +2 Mary grabbed the milk there. +3 Sandra journeyed to the bedroom. +4 Mary left the milk. +5 Is Sandra in the hallway? no 3 +6 Sandra got the apple there. +7 John moved to the garden. +8 Is John in the garden? yes 7 +9 John dropped the football. +10 Mary got the football there. +11 Is John in the garden? yes 7 +12 John got the milk there. +13 John went back to the hallway. +14 Is John in the hallway? yes 13 +15 John went back to the bathroom. +16 John put down the milk. +17 Is John in the kitchen? no 15 +1 John moved to the bedroom. +2 John got the apple there. +3 Is John in the bedroom? yes 1 +4 John took the milk there. +5 John left the apple. +6 Is John in the bedroom? yes 1 +7 John dropped the milk. +8 Sandra went to the garden. +9 Is Sandra in the kitchen? no 8 +10 John journeyed to the garden. +11 Sandra grabbed the football there. +12 Is John in the bedroom? no 10 +13 John travelled to the hallway. +14 Sandra travelled to the kitchen. +15 Is John in the hallway? yes 13 +1 Daniel went to the hallway. +2 Mary travelled to the hallway. +3 Is Mary in the garden? no 2 +4 Daniel travelled to the kitchen. +5 Daniel journeyed to the bedroom. +6 Is Daniel in the bedroom? yes 5 +7 Sandra travelled to the bedroom. +8 Mary got the milk there. +9 Is Daniel in the hallway? no 5 +10 John went back to the hallway. +11 Mary dropped the milk there. +12 Is Daniel in the hallway? no 5 +13 Daniel went back to the garden. +14 John grabbed the milk there. +15 Is Daniel in the garden? yes 13 +1 John got the football there. +2 Daniel went to the office. +3 Is Daniel in the office? yes 2 +4 John went to the garden. +5 Daniel went back to the kitchen. +6 Is Daniel in the garden? no 5 +7 Daniel travelled to the bathroom. +8 John went to the office. +9 Is Daniel in the bathroom? yes 7 +10 Daniel went to the hallway. +11 John discarded the football. +12 Is Daniel in the bathroom? no 10 +13 Sandra went back to the garden. +14 Daniel moved to the kitchen. +15 Is Sandra in the kitchen? no 13 +1 Sandra took the milk there. +2 John journeyed to the kitchen. +3 Is John in the kitchen? yes 2 +4 Sandra discarded the milk. +5 Sandra took the milk there. +6 Is John in the garden? no 2 +7 John went back to the bathroom. +8 John moved to the hallway. +9 Is John in the office? no 8 +10 John went back to the office. +11 Mary travelled to the hallway. +12 Is John in the office? yes 10 +13 John travelled to the bedroom. +14 Sandra went to the bedroom. +15 Is John in the hallway? no 13 +1 Mary went back to the garden. +2 Sandra journeyed to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Mary journeyed to the kitchen. +5 Sandra journeyed to the garden. +6 Is Mary in the kitchen? yes 4 +7 Mary went back to the garden. +8 Daniel travelled to the hallway. +9 Is Sandra in the garden? yes 5 +10 Daniel got the football there. +11 Mary travelled to the bedroom. +12 Is Daniel in the hallway? yes 8 +13 Daniel put down the football. +14 Mary journeyed to the hallway. +15 Is Mary in the garden? no 14 +1 Daniel travelled to the bathroom. +2 Mary picked up the milk there. +3 Is Daniel in the hallway? no 1 +4 Mary discarded the milk there. +5 John moved to the bedroom. +6 Is John in the bedroom? yes 5 +7 Mary picked up the milk there. +8 Sandra went to the garden. +9 Is John in the bathroom? no 5 +10 Sandra moved to the kitchen. +11 Sandra went back to the garden. +12 Is Sandra in the bedroom? no 11 +13 Mary went to the hallway. +14 Mary went to the kitchen. +15 Is Mary in the kitchen? yes 14 +1 Sandra journeyed to the bedroom. +2 Mary moved to the office. +3 Is Sandra in the office? no 1 +4 John travelled to the kitchen. +5 Sandra journeyed to the hallway. +6 Is Sandra in the hallway? yes 5 +7 Daniel journeyed to the bathroom. +8 Daniel got the apple there. +9 Is Sandra in the kitchen? no 5 +10 Sandra grabbed the milk there. +11 John grabbed the football there. +12 Is Sandra in the kitchen? no 5 +13 Daniel discarded the apple. +14 Sandra moved to the office. +15 Is Sandra in the hallway? no 14 +1 John travelled to the hallway. +2 Sandra went back to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Daniel went back to the bedroom. +5 Mary went back to the garden. +6 Is Sandra in the bedroom? yes 2 +7 John grabbed the football there. +8 Daniel got the milk there. +9 Is Daniel in the bedroom? yes 4 +10 John moved to the office. +11 Daniel discarded the milk. +12 Is Mary in the bedroom? no 5 +13 Daniel picked up the milk there. +14 Daniel put down the milk there. +15 Is John in the hallway? no 10 +1 Sandra moved to the garden. +2 Daniel journeyed to the kitchen. +3 Is Daniel in the hallway? no 2 +4 John travelled to the office. +5 Sandra went back to the bedroom. +6 Is Daniel in the bedroom? no 2 +7 Mary travelled to the office. +8 Sandra grabbed the football there. +9 Is Daniel in the kitchen? yes 2 +10 Sandra dropped the football. +11 Daniel journeyed to the hallway. +12 Is Mary in the bedroom? no 7 +13 Daniel grabbed the milk there. +14 Mary journeyed to the bedroom. +15 Is Daniel in the bathroom? no 11 +1 Sandra went back to the bedroom. +2 Sandra got the milk there. +3 Is Sandra in the bedroom? yes 1 +4 John got the apple there. +5 John journeyed to the office. +6 Is Sandra in the bedroom? yes 1 +7 Sandra travelled to the office. +8 Sandra moved to the bathroom. +9 Is Sandra in the bathroom? yes 8 +10 John journeyed to the garden. +11 Mary travelled to the office. +12 Is Mary in the office? yes 11 +13 John moved to the hallway. +14 Sandra discarded the milk. +15 Is John in the hallway? yes 13 +1 Sandra took the football there. +2 John took the milk there. +3 Mary went to the bathroom. +4 John went back to the kitchen. +5 Is Mary in the hallway? no 3 +6 Daniel went to the bathroom. +7 Mary went back to the bedroom. +8 Is John in the kitchen? yes 4 +9 John travelled to the hallway. +10 John put down the milk. +11 Is John in the hallway? yes 9 +12 John went to the office. +13 Mary journeyed to the hallway. +14 Is John in the office? yes 12 +15 John went back to the garden. +16 Sandra journeyed to the hallway. +17 Is John in the garden? yes 15 +1 John got the football there. +2 Mary went back to the kitchen. +3 Is Mary in the kitchen? yes 2 +4 John discarded the football. +5 Daniel went back to the garden. +6 Is Mary in the kitchen? yes 2 +7 John travelled to the kitchen. +8 Sandra went back to the hallway. +9 Is Daniel in the office? no 5 +10 Daniel went back to the bedroom. +11 Daniel got the football there. +12 Is Daniel in the bedroom? yes 10 +13 Sandra moved to the garden. +14 Daniel journeyed to the kitchen. +15 Is Sandra in the garden? yes 13 +1 Sandra went back to the garden. +2 Mary moved to the kitchen. +3 Is Mary in the office? no 2 +4 Mary journeyed to the bathroom. +5 John moved to the hallway. +6 Is Mary in the kitchen? no 4 +7 Sandra went to the office. +8 John went back to the garden. +9 Is Mary in the bathroom? yes 4 +10 Mary journeyed to the office. +11 Mary took the football there. +12 Is John in the garden? yes 8 +13 Mary travelled to the bedroom. +14 John journeyed to the office. +15 Is Mary in the bathroom? no 13 +1 Daniel went back to the office. +2 John moved to the hallway. +3 Is John in the kitchen? no 2 +4 Sandra grabbed the apple there. +5 Daniel went back to the garden. +6 Is John in the garden? no 2 +7 Daniel went back to the office. +8 Mary moved to the bedroom. +9 Is John in the kitchen? no 2 +10 Sandra left the apple. +11 Sandra grabbed the apple there. +12 Is Daniel in the kitchen? no 7 +13 Sandra travelled to the kitchen. +14 Mary travelled to the office. +15 Is Mary in the office? yes 14 +1 John journeyed to the bathroom. +2 Sandra moved to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 Sandra journeyed to the hallway. +5 John picked up the milk there. +6 Is Sandra in the bedroom? no 4 +7 Daniel got the football there. +8 John put down the milk. +9 Is Sandra in the garden? no 4 +10 John travelled to the kitchen. +11 Mary travelled to the kitchen. +12 Is Mary in the kitchen? yes 11 +13 Daniel journeyed to the bathroom. +14 Daniel put down the football. +15 Is John in the hallway? no 10 +1 John journeyed to the office. +2 Sandra took the football there. +3 Is John in the office? yes 1 +4 Sandra took the milk there. +5 Sandra moved to the bedroom. +6 Is Sandra in the office? no 5 +7 Sandra dropped the milk. +8 Daniel went back to the garden. +9 Is Sandra in the hallway? no 5 +10 Sandra dropped the football. +11 Sandra went to the office. +12 Is Sandra in the kitchen? no 11 +13 Daniel travelled to the office. +14 John moved to the bathroom. +15 Is Sandra in the office? yes 11 +1 John went to the office. +2 Sandra picked up the apple there. +3 Is John in the hallway? no 1 +4 Daniel went to the bedroom. +5 Mary moved to the garden. +6 Is Mary in the garden? yes 5 +7 Daniel went back to the kitchen. +8 John went to the hallway. +9 Is John in the office? no 8 +10 Sandra dropped the apple there. +11 Sandra picked up the apple there. +12 Is Mary in the garden? yes 5 +13 John travelled to the office. +14 John went to the bathroom. +15 Is John in the bathroom? yes 14 +1 Mary moved to the bedroom. +2 Daniel moved to the hallway. +3 Is Mary in the bedroom? yes 1 +4 Sandra went to the bedroom. +5 John went to the garden. +6 Is Mary in the hallway? no 1 +7 John went back to the bathroom. +8 Mary went back to the office. +9 Is John in the office? no 7 +10 John journeyed to the garden. +11 John travelled to the bathroom. +12 Is John in the bathroom? yes 11 +13 Sandra moved to the bathroom. +14 John went back to the kitchen. +15 Is John in the kitchen? yes 14 +1 Daniel journeyed to the office. +2 Mary went back to the garden. +3 Is Daniel in the office? yes 1 +4 John moved to the office. +5 John travelled to the bathroom. +6 Is Mary in the garden? yes 2 +7 Mary went to the office. +8 Daniel journeyed to the bedroom. +9 Is Mary in the office? yes 7 +10 Mary moved to the garden. +11 Mary went to the kitchen. +12 Is John in the hallway? no 5 +13 Mary went back to the office. +14 Sandra went to the kitchen. +15 Is Sandra in the bathroom? no 14 +1 John journeyed to the garden. +2 John got the apple there. +3 Is John in the hallway? no 1 +4 Mary moved to the office. +5 Sandra journeyed to the hallway. +6 Is Mary in the bathroom? no 4 +7 Daniel grabbed the football there. +8 John journeyed to the bathroom. +9 Is Sandra in the garden? no 5 +10 Daniel went to the office. +11 John put down the apple there. +12 Is Daniel in the office? yes 10 +13 Mary went to the kitchen. +14 Mary went to the bathroom. +15 Is Daniel in the bathroom? no 10 +1 Mary grabbed the apple there. +2 Sandra journeyed to the bathroom. +3 Is Sandra in the office? no 2 +4 John grabbed the football there. +5 Daniel took the milk there. +6 Is Sandra in the bathroom? yes 2 +7 Mary travelled to the office. +8 Mary went back to the bathroom. +9 Is Sandra in the kitchen? no 2 +10 John went back to the bedroom. +11 John put down the football. +12 Is Mary in the kitchen? no 8 +13 John journeyed to the bathroom. +14 Daniel left the milk there. +15 Is John in the bathroom? yes 13 +1 John got the apple there. +2 Sandra moved to the bedroom. +3 Is Sandra in the office? no 2 +4 John went to the office. +5 Sandra grabbed the football there. +6 Is Sandra in the hallway? no 2 +7 John went back to the garden. +8 Sandra went back to the office. +9 Is John in the garden? yes 7 +10 John moved to the hallway. +11 Mary moved to the bedroom. +12 Is John in the hallway? yes 10 +13 Daniel went back to the hallway. +14 Sandra dropped the football there. +15 Is Mary in the office? no 11 +1 John moved to the office. +2 Sandra travelled to the kitchen. +3 Is John in the office? yes 1 +4 Mary went back to the bedroom. +5 Sandra grabbed the milk there. +6 Is Mary in the bedroom? yes 4 +7 Mary travelled to the kitchen. +8 Sandra discarded the milk. +9 Is Mary in the bedroom? no 7 +10 Mary journeyed to the garden. +11 Daniel moved to the garden. +12 Is Mary in the bathroom? no 10 +13 John journeyed to the bedroom. +14 John went to the bathroom. +15 Is John in the bathroom? yes 14 +1 Sandra took the apple there. +2 Daniel moved to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Daniel moved to the bedroom. +5 John went to the hallway. +6 Is Daniel in the garden? no 4 +7 John went to the kitchen. +8 John journeyed to the office. +9 Is Daniel in the bedroom? yes 4 +10 John went to the garden. +11 Sandra discarded the apple. +12 Is John in the garden? yes 10 +13 Sandra moved to the kitchen. +14 John went to the kitchen. +15 Is John in the kitchen? yes 14 +1 John moved to the kitchen. +2 Mary picked up the football there. +3 Is John in the garden? no 1 +4 John moved to the bedroom. +5 Mary journeyed to the kitchen. +6 Is John in the bedroom? yes 4 +7 Mary put down the football. +8 Mary grabbed the football there. +9 Is Mary in the bathroom? no 5 +10 John went to the kitchen. +11 Sandra went to the garden. +12 Is Sandra in the garden? yes 11 +13 Mary moved to the hallway. +14 John went to the office. +15 Is John in the bathroom? no 14 +1 Sandra journeyed to the hallway. +2 Daniel travelled to the bedroom. +3 Is Daniel in the kitchen? no 2 +4 Mary went to the hallway. +5 Sandra went to the kitchen. +6 Is Mary in the garden? no 4 +7 Sandra got the football there. +8 Daniel travelled to the hallway. +9 Is Sandra in the kitchen? yes 5 +10 Mary went to the garden. +11 Mary took the milk there. +12 Is Daniel in the hallway? yes 8 +13 John went to the kitchen. +14 John went back to the garden. +15 Is John in the hallway? no 14 +1 John grabbed the apple there. +2 Sandra moved to the office. +3 Is Sandra in the garden? no 2 +4 John picked up the football there. +5 Daniel travelled to the kitchen. +6 Is Daniel in the hallway? no 5 +7 Sandra got the milk there. +8 Sandra dropped the milk. +9 Is Sandra in the office? yes 2 +10 Daniel journeyed to the office. +11 Sandra journeyed to the garden. +12 Is Daniel in the office? yes 10 +13 John discarded the apple there. +14 Daniel took the milk there. +15 Is Sandra in the garden? yes 11 +1 Sandra went to the garden. +2 Daniel took the milk there. +3 Is Sandra in the office? no 1 +4 Daniel discarded the milk. +5 Daniel went to the hallway. +6 Is Daniel in the bathroom? no 5 +7 John travelled to the kitchen. +8 Sandra grabbed the milk there. +9 Is John in the bedroom? no 7 +10 Daniel travelled to the kitchen. +11 Sandra went to the kitchen. +12 Is Daniel in the hallway? no 10 +13 Mary travelled to the hallway. +14 Daniel journeyed to the garden. +15 Is Daniel in the hallway? no 14 +1 Sandra travelled to the bathroom. +2 John picked up the football there. +3 Is Sandra in the bathroom? yes 1 +4 Sandra moved to the kitchen. +5 Mary travelled to the bathroom. +6 Is Sandra in the kitchen? yes 4 +7 John left the football. +8 Mary got the football there. +9 Is Sandra in the kitchen? yes 4 +10 Mary journeyed to the bedroom. +11 John went to the garden. +12 Is Mary in the bedroom? yes 10 +13 Sandra went to the bathroom. +14 Sandra travelled to the hallway. +15 Is Sandra in the bedroom? no 14 +1 Mary journeyed to the garden. +2 Mary got the football there. +3 Is Mary in the hallway? no 1 +4 Mary dropped the football. +5 Mary went to the office. +6 Is Mary in the office? yes 5 +7 Sandra went to the office. +8 John journeyed to the office. +9 Is Mary in the kitchen? no 5 +10 Mary journeyed to the garden. +11 John journeyed to the kitchen. +12 Is Mary in the bedroom? no 10 +13 Mary journeyed to the office. +14 John took the milk there. +15 Is John in the office? no 11 +1 Mary journeyed to the bedroom. +2 Daniel journeyed to the hallway. +3 Is Daniel in the hallway? yes 2 +4 John went to the kitchen. +5 John travelled to the bedroom. +6 Is Daniel in the bathroom? no 2 +7 John travelled to the garden. +8 John picked up the apple there. +9 Is Daniel in the hallway? yes 2 +10 Mary went back to the kitchen. +11 John grabbed the football there. +12 Is Mary in the kitchen? yes 10 +13 John put down the apple. +14 Daniel went to the bathroom. +15 Is Daniel in the bedroom? no 14 +1 John went back to the office. +2 Sandra travelled to the bathroom. +3 Is Sandra in the kitchen? no 2 +4 Mary travelled to the bedroom. +5 John went back to the bathroom. +6 Is John in the bathroom? yes 5 +7 John journeyed to the hallway. +8 John moved to the kitchen. +9 Is John in the kitchen? yes 8 +10 Mary got the milk there. +11 John got the apple there. +12 Is John in the garden? no 8 +13 Mary went to the bathroom. +14 Daniel went to the hallway. +15 Is Daniel in the hallway? yes 14 +1 Mary picked up the milk there. +2 Mary journeyed to the hallway. +3 Is Mary in the bedroom? no 2 +4 John went to the kitchen. +5 Daniel took the football there. +6 Is Mary in the office? no 2 +7 Daniel went to the bathroom. +8 Mary left the milk there. +9 Is Mary in the garden? no 2 +10 Daniel went back to the kitchen. +11 Daniel journeyed to the office. +12 Is Daniel in the office? yes 11 +13 Mary went back to the office. +14 John went to the garden. +15 Is John in the kitchen? no 14 +1 Mary took the milk there. +2 Sandra took the football there. +3 Sandra discarded the football. +4 Mary moved to the bathroom. +5 Is Mary in the bathroom? yes 4 +6 Mary picked up the apple there. +7 Sandra took the football there. +8 Is Mary in the kitchen? no 4 +9 Mary travelled to the hallway. +10 Daniel went back to the kitchen. +11 Is Mary in the bedroom? no 9 +12 John went to the hallway. +13 Mary dropped the apple there. +14 Is Daniel in the kitchen? yes 10 +15 Mary got the apple there. +16 Sandra dropped the football. +17 Is Daniel in the garden? no 10 +1 Sandra went to the bedroom. +2 Mary went back to the bathroom. +3 Is Sandra in the garden? no 1 +4 Daniel took the apple there. +5 Mary went back to the office. +6 Is Mary in the bedroom? no 5 +7 John moved to the hallway. +8 John went to the kitchen. +9 Is Mary in the office? yes 5 +10 Daniel moved to the hallway. +11 Sandra went back to the hallway. +12 Is Sandra in the bathroom? no 11 +13 Daniel journeyed to the garden. +14 Sandra travelled to the bedroom. +15 Is Daniel in the garden? yes 13 +1 Daniel went back to the office. +2 Mary picked up the milk there. +3 Is Daniel in the garden? no 1 +4 Sandra travelled to the garden. +5 Mary put down the milk there. +6 Is Sandra in the garden? yes 4 +7 Sandra moved to the hallway. +8 John travelled to the hallway. +9 Is Sandra in the kitchen? no 7 +10 Sandra moved to the office. +11 Mary picked up the milk there. +12 Is Sandra in the office? yes 10 +13 Mary left the milk. +14 Mary took the milk there. +15 Is John in the hallway? yes 8 +1 Sandra took the football there. +2 Sandra picked up the apple there. +3 John went back to the office. +4 Sandra dropped the apple there. +5 Is John in the office? yes 3 +6 Mary went back to the kitchen. +7 Daniel moved to the bedroom. +8 Is John in the office? yes 3 +9 Daniel went to the bathroom. +10 Mary went to the hallway. +11 Is Daniel in the bathroom? yes 9 +12 John journeyed to the kitchen. +13 Mary moved to the garden. +14 Is John in the bedroom? no 12 +15 Sandra took the apple there. +16 Sandra went to the kitchen. +17 Is Mary in the garden? yes 13 +1 Daniel grabbed the football there. +2 Daniel went to the garden. +3 Is Daniel in the kitchen? no 2 +4 Mary went back to the kitchen. +5 Sandra went back to the office. +6 Is Daniel in the office? no 2 +7 Sandra went back to the hallway. +8 Daniel went to the kitchen. +9 Is Sandra in the bedroom? no 7 +10 Daniel discarded the football. +11 Daniel went back to the garden. +12 Is Daniel in the garden? yes 11 +13 John went to the office. +14 John went to the garden. +15 Is John in the garden? yes 14 +1 Mary went to the hallway. +2 John went back to the hallway. +3 Is Mary in the bedroom? no 1 +4 Mary went back to the bedroom. +5 John went to the bedroom. +6 Is John in the bedroom? yes 5 +7 John went back to the bathroom. +8 John got the football there. +9 Is John in the garden? no 7 +10 Mary travelled to the hallway. +11 Sandra journeyed to the bathroom. +12 Is Sandra in the bathroom? yes 11 +13 John went to the hallway. +14 John left the football. +15 Is John in the hallway? yes 13 +1 Mary went to the bathroom. +2 Daniel journeyed to the garden. +3 Is Mary in the hallway? no 1 +4 Mary took the football there. +5 Mary discarded the football. +6 Is Mary in the garden? no 1 +7 Sandra journeyed to the office. +8 Mary picked up the football there. +9 Is Sandra in the kitchen? no 7 +10 Mary moved to the office. +11 Mary went back to the garden. +12 Is Mary in the bathroom? no 11 +13 Mary journeyed to the office. +14 Mary discarded the football. +15 Is Mary in the office? yes 13 +1 Sandra moved to the office. +2 John went back to the bedroom. +3 Is Sandra in the hallway? no 1 +4 Sandra journeyed to the hallway. +5 Mary moved to the kitchen. +6 Is Sandra in the hallway? yes 4 +7 Sandra moved to the office. +8 John moved to the hallway. +9 Is Sandra in the office? yes 7 +10 Mary got the football there. +11 John went to the bathroom. +12 Is Sandra in the kitchen? no 7 +13 Sandra moved to the hallway. +14 John travelled to the bedroom. +15 Is John in the office? no 14 +1 Daniel went back to the office. +2 Mary went back to the garden. +3 Is Mary in the garden? yes 2 +4 Mary went to the hallway. +5 Daniel took the milk there. +6 Is Mary in the hallway? yes 4 +7 Sandra picked up the apple there. +8 Mary journeyed to the office. +9 Is Mary in the office? yes 8 +10 Daniel dropped the milk. +11 Mary picked up the milk there. +12 Is Mary in the bedroom? no 8 +13 Sandra dropped the apple. +14 Daniel went back to the kitchen. +15 Is Daniel in the kitchen? yes 14 +1 Daniel travelled to the garden. +2 Sandra travelled to the office. +3 Is Daniel in the office? no 1 +4 Sandra went to the hallway. +5 Mary went back to the hallway. +6 Is Mary in the hallway? yes 5 +7 Mary travelled to the office. +8 John went to the office. +9 Is Mary in the bathroom? no 7 +10 Daniel moved to the kitchen. +11 Mary moved to the hallway. +12 Is John in the garden? no 8 +13 Sandra moved to the bathroom. +14 Sandra took the football there. +15 Is Mary in the office? no 11 +1 John took the milk there. +2 Mary travelled to the garden. +3 Is Mary in the garden? yes 2 +4 Sandra travelled to the office. +5 Daniel went back to the office. +6 Is Sandra in the office? yes 4 +7 John dropped the milk. +8 Sandra grabbed the football there. +9 Is Daniel in the office? yes 5 +10 Sandra dropped the football. +11 John took the milk there. +12 Is Daniel in the office? yes 5 +13 John went to the office. +14 John got the apple there. +15 Is John in the office? yes 13 +1 Mary moved to the kitchen. +2 John went back to the hallway. +3 Is John in the garden? no 2 +4 John moved to the bathroom. +5 Sandra journeyed to the bedroom. +6 Is John in the garden? no 4 +7 Daniel journeyed to the bedroom. +8 John went back to the hallway. +9 Is Sandra in the kitchen? no 5 +10 Daniel journeyed to the kitchen. +11 Mary travelled to the hallway. +12 Is John in the kitchen? no 8 +13 Sandra journeyed to the garden. +14 Daniel picked up the apple there. +15 Is Daniel in the office? no 10 +1 Mary moved to the office. +2 Mary moved to the kitchen. +3 Is Mary in the bedroom? no 2 +4 Daniel grabbed the apple there. +5 Mary moved to the hallway. +6 Is Mary in the hallway? yes 5 +7 Sandra journeyed to the bedroom. +8 Daniel went to the bedroom. +9 Is Mary in the garden? no 5 +10 Sandra moved to the office. +11 Sandra went to the bedroom. +12 Is Sandra in the garden? no 11 +13 Daniel left the apple. +14 Daniel got the apple there. +15 Is Sandra in the kitchen? no 11 +1 Daniel journeyed to the bathroom. +2 John went to the kitchen. +3 Is Daniel in the hallway? no 1 +4 Sandra moved to the bathroom. +5 Mary went back to the garden. +6 Is Sandra in the kitchen? no 4 +7 Sandra went to the kitchen. +8 Mary went back to the kitchen. +9 Is Sandra in the garden? no 7 +10 Sandra moved to the bedroom. +11 John went to the hallway. +12 Is John in the bedroom? no 11 +13 Sandra picked up the football there. +14 Sandra travelled to the bathroom. +15 Is John in the hallway? yes 11 +1 Sandra travelled to the bathroom. +2 Mary moved to the bedroom. +3 Is Sandra in the bathroom? yes 1 +4 John got the football there. +5 John left the football there. +6 Is Mary in the bathroom? no 2 +7 John travelled to the kitchen. +8 Daniel moved to the hallway. +9 Is John in the hallway? no 7 +10 Mary journeyed to the office. +11 Daniel journeyed to the bathroom. +12 Is John in the garden? no 7 +13 John went back to the hallway. +14 Sandra grabbed the football there. +15 Is John in the hallway? yes 13 +1 Sandra went back to the office. +2 John went back to the garden. +3 Is Sandra in the office? yes 1 +4 John journeyed to the bathroom. +5 Sandra went back to the bedroom. +6 Is Sandra in the kitchen? no 5 +7 Sandra went back to the office. +8 Mary went to the garden. +9 Is John in the bedroom? no 4 +10 Daniel got the football there. +11 Daniel put down the football. +12 Is Mary in the garden? yes 8 +13 Sandra took the football there. +14 Sandra discarded the football there. +15 Is Mary in the garden? yes 8 +1 Sandra moved to the bedroom. +2 Sandra picked up the milk there. +3 Is Sandra in the kitchen? no 1 +4 Mary got the football there. +5 John went back to the bathroom. +6 Is Sandra in the bedroom? yes 1 +7 Mary put down the football. +8 Mary went back to the office. +9 Is John in the hallway? no 5 +10 Mary journeyed to the kitchen. +11 Daniel went to the kitchen. +12 Is Mary in the garden? no 10 +13 Daniel took the football there. +14 Mary moved to the hallway. +15 Is Daniel in the kitchen? yes 11 +1 Daniel moved to the bathroom. +2 John travelled to the hallway. +3 Is John in the hallway? yes 2 +4 John went to the bedroom. +5 Sandra grabbed the milk there. +6 Is John in the kitchen? no 4 +7 Mary went back to the bathroom. +8 Sandra picked up the football there. +9 Is John in the garden? no 4 +10 Sandra went back to the hallway. +11 Daniel moved to the bedroom. +12 Is Mary in the bathroom? yes 7 +13 Daniel went back to the bathroom. +14 Daniel went to the office. +15 Is Daniel in the kitchen? no 14 +1 Sandra took the apple there. +2 Sandra went back to the office. +3 Is Sandra in the office? yes 2 +4 Daniel travelled to the bedroom. +5 Sandra left the apple. +6 Is Sandra in the bedroom? no 2 +7 Daniel went back to the garden. +8 Daniel took the football there. +9 Is Daniel in the bathroom? no 7 +10 John took the apple there. +11 Daniel journeyed to the bedroom. +12 Is Daniel in the office? no 11 +13 John left the apple. +14 Mary journeyed to the hallway. +15 Is Daniel in the bedroom? yes 11 +1 Mary moved to the bathroom. +2 Daniel picked up the football there. +3 Is Mary in the garden? no 1 +4 Mary travelled to the garden. +5 Mary journeyed to the bedroom. +6 Is Mary in the kitchen? no 5 +7 Sandra went to the bedroom. +8 Daniel grabbed the apple there. +9 Is Sandra in the bedroom? yes 7 +10 Daniel put down the football. +11 Daniel discarded the apple there. +12 Is Mary in the bedroom? yes 5 +13 Sandra went back to the garden. +14 Sandra went back to the kitchen. +15 Is Sandra in the kitchen? yes 14 +1 John travelled to the bedroom. +2 John travelled to the bathroom. +3 Is John in the garden? no 2 +4 Daniel travelled to the bathroom. +5 John travelled to the hallway. +6 Is John in the hallway? yes 5 +7 Daniel went to the kitchen. +8 Sandra travelled to the bedroom. +9 Is Daniel in the kitchen? yes 7 +10 Daniel went back to the bedroom. +11 John went to the bathroom. +12 Is John in the bedroom? no 11 +13 Daniel picked up the milk there. +14 Daniel dropped the milk. +15 Is John in the garden? no 11 +1 Daniel travelled to the kitchen. +2 John journeyed to the bedroom. +3 Is John in the bedroom? yes 2 +4 Daniel got the football there. +5 Mary travelled to the bedroom. +6 Is Mary in the kitchen? no 5 +7 Mary travelled to the office. +8 Sandra went back to the bathroom. +9 Is John in the office? no 2 +10 Daniel put down the football. +11 Daniel went to the garden. +12 Is Sandra in the office? no 8 +13 Daniel grabbed the apple there. +14 John travelled to the garden. +15 Is Sandra in the office? no 8 +1 Daniel grabbed the football there. +2 Daniel went to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Sandra went back to the garden. +5 Daniel journeyed to the kitchen. +6 Is Daniel in the kitchen? yes 5 +7 Daniel went back to the garden. +8 Daniel left the football. +9 Is Daniel in the garden? yes 7 +10 Sandra travelled to the bathroom. +11 John moved to the bathroom. +12 Is John in the bathroom? yes 11 +13 John travelled to the office. +14 Daniel picked up the football there. +15 Is John in the office? yes 13 +1 Daniel moved to the bedroom. +2 Sandra got the apple there. +3 Is Daniel in the bedroom? yes 1 +4 Daniel went back to the bathroom. +5 Sandra went back to the bathroom. +6 Is Sandra in the garden? no 5 +7 John journeyed to the bedroom. +8 John grabbed the milk there. +9 Is Daniel in the hallway? no 4 +10 Daniel journeyed to the garden. +11 John journeyed to the kitchen. +12 Is Daniel in the office? no 10 +13 Sandra dropped the apple. +14 Sandra moved to the hallway. +15 Is John in the kitchen? yes 11 +1 Mary took the milk there. +2 Sandra grabbed the apple there. +3 Mary went back to the garden. +4 Sandra left the apple there. +5 Is Mary in the bathroom? no 3 +6 Sandra picked up the apple there. +7 Sandra went back to the office. +8 Is Sandra in the kitchen? no 7 +9 Mary went to the kitchen. +10 Mary moved to the bedroom. +11 Is Mary in the bathroom? no 10 +12 John moved to the garden. +13 John moved to the kitchen. +14 Is Sandra in the office? yes 7 +15 Sandra left the apple. +16 Daniel went to the bedroom. +17 Is John in the kitchen? yes 13 +1 Daniel moved to the kitchen. +2 John moved to the office. +3 Is John in the office? yes 2 +4 Sandra went back to the office. +5 Sandra travelled to the bathroom. +6 Is Sandra in the office? no 5 +7 John went to the hallway. +8 Daniel travelled to the hallway. +9 Is Sandra in the kitchen? no 5 +10 Sandra moved to the office. +11 Mary journeyed to the bedroom. +12 Is Mary in the bedroom? yes 11 +13 Sandra got the football there. +14 Sandra journeyed to the bathroom. +15 Is Mary in the kitchen? no 11 +1 John journeyed to the bedroom. +2 Daniel travelled to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 John journeyed to the garden. +5 John took the football there. +6 Is Daniel in the hallway? no 2 +7 Mary journeyed to the garden. +8 Mary went to the office. +9 Is Daniel in the hallway? no 2 +10 Mary went back to the bedroom. +11 Mary went back to the kitchen. +12 Is Mary in the hallway? no 11 +13 John discarded the football. +14 John journeyed to the bathroom. +15 Is Mary in the office? no 11 +1 Daniel went to the office. +2 Sandra took the milk there. +3 Is Daniel in the office? yes 1 +4 Sandra dropped the milk there. +5 Sandra picked up the milk there. +6 Is Daniel in the bedroom? no 1 +7 Sandra put down the milk. +8 Mary travelled to the bathroom. +9 Is Mary in the bathroom? yes 8 +10 John picked up the apple there. +11 Mary went back to the garden. +12 Is Mary in the garden? yes 11 +13 John went to the office. +14 Sandra went to the kitchen. +15 Is John in the bedroom? no 13 +1 Mary got the milk there. +2 Mary left the milk there. +3 Mary got the milk there. +4 Mary went back to the bedroom. +5 Is Mary in the bedroom? yes 4 +6 Mary discarded the milk. +7 John moved to the kitchen. +8 Is Mary in the bedroom? yes 4 +9 Mary took the football there. +10 Mary put down the football. +11 Is Mary in the bedroom? yes 4 +12 John journeyed to the bedroom. +13 John moved to the bathroom. +14 Is John in the office? no 13 +15 Sandra went to the bathroom. +16 Sandra went to the kitchen. +17 Is Sandra in the kitchen? yes 16 +1 Mary moved to the hallway. +2 Sandra picked up the milk there. +3 Is Mary in the hallway? yes 1 +4 Mary moved to the garden. +5 Sandra dropped the milk there. +6 Is Mary in the hallway? no 4 +7 Daniel moved to the garden. +8 John went back to the bedroom. +9 Is Mary in the bedroom? no 4 +10 John went to the bathroom. +11 Sandra grabbed the milk there. +12 Is Daniel in the garden? yes 7 +13 Sandra left the milk. +14 Sandra picked up the milk there. +15 Is John in the bathroom? yes 10 +1 Daniel went to the bedroom. +2 Sandra went to the garden. +3 Is Sandra in the bedroom? no 2 +4 Sandra picked up the milk there. +5 Sandra travelled to the bathroom. +6 Is Daniel in the bedroom? yes 1 +7 Sandra put down the milk. +8 Mary travelled to the garden. +9 Is Sandra in the bathroom? yes 5 +10 Mary travelled to the office. +11 John travelled to the office. +12 Is Mary in the hallway? no 10 +13 Mary moved to the hallway. +14 Sandra took the milk there. +15 Is Mary in the garden? no 13 +1 Daniel went back to the hallway. +2 John went to the garden. +3 Is John in the garden? yes 2 +4 Mary took the apple there. +5 Sandra moved to the hallway. +6 Is Daniel in the office? no 1 +7 Mary discarded the apple. +8 Mary grabbed the apple there. +9 Is Sandra in the bedroom? no 5 +10 Sandra went back to the bedroom. +11 John journeyed to the bedroom. +12 Is Sandra in the garden? no 10 +13 Sandra moved to the kitchen. +14 Sandra went to the office. +15 Is Sandra in the office? yes 14 +1 Daniel grabbed the milk there. +2 John travelled to the kitchen. +3 Is John in the hallway? no 2 +4 John journeyed to the garden. +5 John got the football there. +6 Is John in the bathroom? no 4 +7 Daniel travelled to the hallway. +8 Sandra moved to the hallway. +9 Is John in the bathroom? no 4 +10 John discarded the football. +11 Sandra journeyed to the bathroom. +12 Is Daniel in the bathroom? no 7 +13 Sandra went to the bedroom. +14 John took the football there. +15 Is Sandra in the bedroom? yes 13 +1 Mary picked up the apple there. +2 Mary left the apple there. +3 Sandra went to the office. +4 Mary journeyed to the office. +5 Is Sandra in the office? yes 3 +6 Daniel travelled to the garden. +7 John went to the office. +8 Is John in the bathroom? no 7 +9 Mary went to the garden. +10 Sandra travelled to the hallway. +11 Is Mary in the garden? yes 9 +12 Sandra went to the office. +13 Daniel took the football there. +14 Is John in the office? yes 7 +15 John got the milk there. +16 Daniel journeyed to the bedroom. +17 Is Sandra in the kitchen? no 12 +1 Daniel travelled to the hallway. +2 Mary moved to the hallway. +3 Is Mary in the kitchen? no 2 +4 Sandra journeyed to the office. +5 Sandra went to the garden. +6 Is Daniel in the hallway? yes 1 +7 Mary moved to the garden. +8 Daniel moved to the bathroom. +9 Is Sandra in the garden? yes 5 +10 John moved to the bedroom. +11 Sandra went back to the hallway. +12 Is Daniel in the garden? no 8 +13 Daniel travelled to the office. +14 Sandra journeyed to the bathroom. +15 Is Daniel in the hallway? no 13 +1 Mary journeyed to the hallway. +2 John moved to the bedroom. +3 Is John in the bedroom? yes 2 +4 John travelled to the office. +5 Sandra travelled to the bedroom. +6 Is John in the office? yes 4 +7 Mary moved to the bedroom. +8 Mary moved to the bathroom. +9 Is John in the hallway? no 4 +10 John journeyed to the bedroom. +11 John journeyed to the bathroom. +12 Is John in the hallway? no 11 +13 Daniel travelled to the hallway. +14 Mary moved to the kitchen. +15 Is John in the kitchen? no 11 +1 Sandra travelled to the garden. +2 Sandra went to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 John went to the office. +5 Sandra went back to the bedroom. +6 Is Sandra in the bedroom? yes 5 +7 Daniel journeyed to the office. +8 Mary travelled to the bathroom. +9 Is Daniel in the office? yes 7 +10 John travelled to the hallway. +11 John travelled to the kitchen. +12 Is Daniel in the kitchen? no 7 +13 Mary travelled to the bedroom. +14 Mary went to the garden. +15 Is Mary in the garden? yes 14 +1 Sandra travelled to the office. +2 John went to the bathroom. +3 Is John in the hallway? no 2 +4 John went to the hallway. +5 Sandra moved to the bathroom. +6 Is John in the hallway? yes 4 +7 Daniel went to the hallway. +8 John travelled to the bedroom. +9 Is Sandra in the bathroom? yes 5 +10 John went back to the garden. +11 John journeyed to the hallway. +12 Is John in the hallway? yes 11 +13 Mary went back to the kitchen. +14 Mary journeyed to the hallway. +15 Is Mary in the kitchen? no 14 +1 John went to the kitchen. +2 Sandra travelled to the bathroom. +3 Is John in the kitchen? yes 1 +4 Mary grabbed the apple there. +5 John went back to the garden. +6 Is John in the bathroom? no 5 +7 John took the milk there. +8 John went to the bedroom. +9 Is John in the office? no 8 +10 John dropped the milk. +11 John got the milk there. +12 Is John in the bedroom? yes 8 +13 John put down the milk. +14 Mary went back to the garden. +15 Is John in the bedroom? yes 8 +1 Daniel went to the bathroom. +2 Daniel went back to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 John grabbed the football there. +5 Sandra journeyed to the bedroom. +6 Is Daniel in the office? no 2 +7 John travelled to the bathroom. +8 John went back to the garden. +9 Is Sandra in the bathroom? no 5 +10 Daniel moved to the office. +11 Sandra went to the office. +12 Is Daniel in the kitchen? no 10 +13 John got the milk there. +14 John went back to the office. +15 Is John in the garden? no 14 +1 Sandra went to the kitchen. +2 Mary took the milk there. +3 Is Sandra in the garden? no 1 +4 Mary dropped the milk there. +5 Mary grabbed the milk there. +6 Is Sandra in the kitchen? yes 1 +7 Daniel went to the kitchen. +8 Mary discarded the milk. +9 Is Daniel in the kitchen? yes 7 +10 Daniel went back to the garden. +11 Mary journeyed to the office. +12 Is Mary in the bathroom? no 11 +13 John journeyed to the bathroom. +14 John travelled to the office. +15 Is Daniel in the garden? yes 10 +1 Sandra travelled to the bathroom. +2 Sandra moved to the garden. +3 Is Sandra in the bathroom? no 2 +4 Mary went back to the bedroom. +5 John moved to the bedroom. +6 Is John in the bedroom? yes 5 +7 Sandra went back to the office. +8 Sandra went back to the hallway. +9 Is Sandra in the hallway? yes 8 +10 Sandra moved to the garden. +11 Mary travelled to the kitchen. +12 Is Sandra in the bathroom? no 10 +13 Sandra moved to the kitchen. +14 Sandra moved to the garden. +15 Is Sandra in the bedroom? no 14 +1 John picked up the football there. +2 Mary travelled to the bathroom. +3 Is Mary in the garden? no 2 +4 John travelled to the garden. +5 Sandra picked up the milk there. +6 Is Mary in the bathroom? yes 2 +7 Sandra discarded the milk. +8 Daniel took the milk there. +9 Is John in the garden? yes 4 +10 Daniel left the milk. +11 Sandra went back to the hallway. +12 Is Sandra in the bedroom? no 11 +13 John dropped the football. +14 Sandra journeyed to the bathroom. +15 Is Sandra in the office? no 14 +1 John picked up the milk there. +2 John picked up the apple there. +3 Mary got the football there. +4 Mary discarded the football. +5 Sandra grabbed the football there. +6 Sandra moved to the kitchen. +7 Is Sandra in the garden? no 6 +8 Sandra discarded the football. +9 Mary went back to the garden. +10 Is Mary in the garden? yes 9 +11 John dropped the apple. +12 Sandra went back to the office. +13 Is Sandra in the bedroom? no 12 +14 Sandra journeyed to the bedroom. +15 Mary travelled to the office. +16 Is Sandra in the bathroom? no 14 +17 John got the apple there. +18 Daniel went to the garden. +19 Is Mary in the office? yes 15 +1 Daniel went to the hallway. +2 John took the apple there. +3 Is Daniel in the office? no 1 +4 Mary went back to the bedroom. +5 John went to the hallway. +6 Is Daniel in the hallway? yes 1 +7 Daniel journeyed to the bathroom. +8 Sandra went back to the kitchen. +9 Is Mary in the bedroom? yes 4 +10 Mary moved to the garden. +11 Daniel went back to the bedroom. +12 Is Sandra in the kitchen? yes 8 +13 Sandra moved to the bedroom. +14 John went to the office. +15 Is John in the office? yes 14 +1 Daniel took the apple there. +2 Daniel went back to the garden. +3 Is Daniel in the garden? yes 2 +4 Daniel discarded the apple there. +5 Daniel got the apple there. +6 Is Daniel in the bathroom? no 2 +7 Daniel put down the apple. +8 Daniel got the apple there. +9 Is Daniel in the bathroom? no 2 +10 Mary moved to the bathroom. +11 Daniel dropped the apple. +12 Is Mary in the office? no 10 +13 John journeyed to the bedroom. +14 John went back to the bathroom. +15 Is John in the garden? no 14 +1 Sandra picked up the milk there. +2 John journeyed to the kitchen. +3 Is John in the bathroom? no 2 +4 John picked up the apple there. +5 John put down the apple. +6 Is John in the bedroom? no 2 +7 John went back to the bedroom. +8 Sandra went to the office. +9 Is Sandra in the bathroom? no 8 +10 John went to the hallway. +11 John journeyed to the office. +12 Is John in the bedroom? no 11 +13 Daniel moved to the garden. +14 Sandra discarded the milk there. +15 Is Daniel in the garden? yes 13 +1 John went back to the bedroom. +2 Daniel went to the office. +3 Is John in the bedroom? yes 1 +4 Daniel moved to the hallway. +5 Mary moved to the office. +6 Is Mary in the hallway? no 5 +7 John travelled to the garden. +8 Sandra moved to the kitchen. +9 Is John in the kitchen? no 7 +10 John journeyed to the bedroom. +11 Daniel travelled to the bedroom. +12 Is Sandra in the garden? no 8 +13 John grabbed the football there. +14 John discarded the football. +15 Is John in the office? no 10 +1 Sandra journeyed to the hallway. +2 Mary went back to the bedroom. +3 Is Mary in the kitchen? no 2 +4 Daniel got the football there. +5 Daniel dropped the football. +6 Is Mary in the hallway? no 2 +7 Sandra moved to the garden. +8 Mary travelled to the office. +9 Is Mary in the office? yes 8 +10 Mary travelled to the bathroom. +11 Sandra journeyed to the bedroom. +12 Is Mary in the bathroom? yes 10 +13 Daniel picked up the milk there. +14 Daniel got the football there. +15 Is Sandra in the bedroom? yes 11 +1 Mary got the milk there. +2 Sandra picked up the football there. +3 Sandra travelled to the kitchen. +4 Sandra put down the football. +5 Is Sandra in the office? no 3 +6 John journeyed to the bedroom. +7 Mary went to the bathroom. +8 Is Sandra in the kitchen? yes 3 +9 Sandra moved to the bedroom. +10 Daniel journeyed to the bedroom. +11 Is John in the bathroom? no 6 +12 Mary left the milk. +13 Sandra took the apple there. +14 Is Daniel in the bedroom? yes 10 +15 Sandra discarded the apple. +16 Daniel took the apple there. +17 Is Daniel in the garden? no 10 +1 Daniel went back to the bedroom. +2 Sandra went back to the hallway. +3 Is Daniel in the bedroom? yes 1 +4 Daniel went back to the garden. +5 John travelled to the kitchen. +6 Is Sandra in the bedroom? no 2 +7 John travelled to the garden. +8 Sandra went back to the office. +9 Is Sandra in the garden? no 8 +10 Mary journeyed to the kitchen. +11 Sandra moved to the bathroom. +12 Is John in the garden? yes 7 +13 Sandra took the apple there. +14 Daniel went back to the office. +15 Is Sandra in the bedroom? no 11 +1 Sandra went to the kitchen. +2 Mary got the milk there. +3 Is Sandra in the kitchen? yes 1 +4 Sandra grabbed the apple there. +5 Sandra discarded the apple there. +6 Is Sandra in the bedroom? no 1 +7 John went back to the bedroom. +8 Sandra travelled to the garden. +9 Is John in the kitchen? no 7 +10 Daniel went back to the hallway. +11 Mary dropped the milk. +12 Is John in the bedroom? yes 7 +13 John moved to the bathroom. +14 Sandra moved to the office. +15 Is Sandra in the garden? no 14 +1 Daniel travelled to the bedroom. +2 Daniel went back to the hallway. +3 Is Daniel in the bathroom? no 2 +4 Mary grabbed the football there. +5 Daniel moved to the bedroom. +6 Is Daniel in the office? no 5 +7 John went back to the bedroom. +8 John went back to the garden. +9 Is John in the bathroom? no 8 +10 Mary put down the football. +11 Daniel moved to the office. +12 Is Daniel in the hallway? no 11 +13 Daniel went back to the garden. +14 John moved to the kitchen. +15 Is Daniel in the office? no 13 +1 John travelled to the bedroom. +2 Daniel journeyed to the garden. +3 Is John in the bedroom? yes 1 +4 Sandra moved to the garden. +5 Sandra got the apple there. +6 Is Sandra in the garden? yes 4 +7 Mary travelled to the garden. +8 John moved to the hallway. +9 Is Mary in the garden? yes 7 +10 Daniel took the football there. +11 Sandra discarded the apple. +12 Is John in the hallway? yes 8 +13 Daniel picked up the apple there. +14 Daniel discarded the apple. +15 Is John in the office? no 8 +1 Mary took the milk there. +2 Sandra moved to the garden. +3 Is Sandra in the garden? yes 2 +4 Mary left the milk. +5 Daniel travelled to the garden. +6 Is Sandra in the kitchen? no 2 +7 Mary picked up the milk there. +8 Mary put down the milk. +9 Is Sandra in the garden? yes 2 +10 Mary picked up the milk there. +11 Daniel picked up the football there. +12 Is Daniel in the garden? yes 5 +13 Mary journeyed to the bedroom. +14 Daniel put down the football. +15 Is Mary in the bathroom? no 13 +1 Daniel moved to the hallway. +2 Daniel went back to the office. +3 Is Daniel in the bedroom? no 2 +4 Daniel moved to the bathroom. +5 John got the football there. +6 Is Daniel in the bathroom? yes 4 +7 John journeyed to the bathroom. +8 Mary went to the bathroom. +9 Is John in the kitchen? no 7 +10 Daniel travelled to the garden. +11 John put down the football. +12 Is John in the bathroom? yes 7 +13 Mary travelled to the garden. +14 John got the football there. +15 Is Mary in the garden? yes 13 +1 John picked up the football there. +2 Daniel travelled to the hallway. +3 Is Daniel in the hallway? yes 2 +4 Daniel took the milk there. +5 Mary journeyed to the hallway. +6 Is Mary in the hallway? yes 5 +7 John travelled to the kitchen. +8 Daniel put down the milk. +9 Is Mary in the office? no 5 +10 Mary travelled to the kitchen. +11 Mary got the apple there. +12 Is Mary in the hallway? no 10 +13 Sandra moved to the office. +14 Daniel got the milk there. +15 Is Sandra in the office? yes 13 +1 Daniel went back to the kitchen. +2 Daniel moved to the garden. +3 Is Daniel in the garden? yes 2 +4 Sandra went back to the hallway. +5 John moved to the bathroom. +6 Is Daniel in the bedroom? no 2 +7 Daniel travelled to the hallway. +8 Daniel got the apple there. +9 Is John in the garden? no 5 +10 John picked up the football there. +11 Daniel put down the apple. +12 Is Daniel in the hallway? yes 7 +13 Daniel got the apple there. +14 John discarded the football. +15 Daniel discarded the apple. +16 Mary journeyed to the bedroom. +17 Is Mary in the bedroom? yes 16 +1 Daniel moved to the hallway. +2 Sandra moved to the hallway. +3 Is Sandra in the kitchen? no 2 +4 John travelled to the hallway. +5 John journeyed to the bathroom. +6 Is Sandra in the hallway? yes 2 +7 Mary journeyed to the garden. +8 Daniel went to the garden. +9 Is Mary in the garden? yes 7 +10 Sandra went back to the bathroom. +11 Daniel moved to the bathroom. +12 Is Mary in the garden? yes 7 +13 Daniel went back to the hallway. +14 John went to the hallway. +15 Is Sandra in the bathroom? yes 10 +1 Mary travelled to the hallway. +2 Daniel moved to the hallway. +3 Is Daniel in the hallway? yes 2 +4 Mary took the milk there. +5 Mary travelled to the bedroom. +6 Is Mary in the office? no 5 +7 Mary went back to the garden. +8 Mary left the milk there. +9 Is Daniel in the bedroom? no 2 +10 Daniel journeyed to the bedroom. +11 Mary took the milk there. +12 Is Daniel in the garden? no 10 +13 Mary moved to the office. +14 John went back to the office. +15 Is Mary in the bathroom? no 13 +1 Daniel went to the garden. +2 Mary went to the bedroom. +3 Is Daniel in the garden? yes 1 +4 Daniel journeyed to the kitchen. +5 John took the apple there. +6 Is Daniel in the kitchen? yes 4 +7 Mary picked up the milk there. +8 Daniel got the football there. +9 Is Daniel in the kitchen? yes 4 +10 Mary left the milk. +11 Mary travelled to the kitchen. +12 Is Mary in the kitchen? yes 11 +13 John went to the office. +14 John moved to the hallway. +15 Is Mary in the office? no 11 +1 John journeyed to the bathroom. +2 Mary went to the kitchen. +3 Is Mary in the kitchen? yes 2 +4 Mary went back to the office. +5 John went to the bedroom. +6 Is Mary in the hallway? no 4 +7 Daniel moved to the bathroom. +8 Daniel travelled to the garden. +9 Is Daniel in the garden? yes 8 +10 John moved to the bathroom. +11 Daniel picked up the football there. +12 Is John in the bathroom? yes 10 +13 John moved to the kitchen. +14 John took the apple there. +15 Is John in the kitchen? yes 13 +1 Sandra went back to the hallway. +2 Daniel went back to the bathroom. +3 Is Daniel in the hallway? no 2 +4 John grabbed the apple there. +5 Sandra went back to the bedroom. +6 Is Daniel in the office? no 2 +7 Daniel moved to the bedroom. +8 John left the apple. +9 Is Daniel in the office? no 7 +10 John went back to the kitchen. +11 John went back to the bathroom. +12 Is John in the bathroom? yes 11 +13 Mary went to the garden. +14 Daniel journeyed to the kitchen. +15 Is John in the bathroom? yes 11 +1 Mary took the milk there. +2 Mary put down the milk. +3 Sandra journeyed to the hallway. +4 Mary picked up the milk there. +5 Is Sandra in the bedroom? no 3 +6 Daniel journeyed to the garden. +7 Daniel went back to the kitchen. +8 Is Daniel in the office? no 7 +9 Mary left the milk. +10 Mary took the milk there. +11 Is Daniel in the hallway? no 7 +12 Daniel took the apple there. +13 Sandra went to the office. +14 Is Daniel in the kitchen? yes 7 +15 John went back to the garden. +16 Daniel left the apple. +17 Is Sandra in the office? yes 13 +1 John journeyed to the garden. +2 John went back to the kitchen. +3 Is John in the bedroom? no 2 +4 Sandra journeyed to the hallway. +5 Sandra journeyed to the bathroom. +6 Is John in the kitchen? yes 2 +7 Mary travelled to the bathroom. +8 Mary went to the kitchen. +9 Is Mary in the garden? no 8 +10 Sandra moved to the kitchen. +11 Daniel went back to the hallway. +12 Is Sandra in the bedroom? no 10 +13 Daniel went to the garden. +14 John went to the garden. +15 Is Daniel in the garden? yes 13 +1 Sandra journeyed to the bedroom. +2 Daniel grabbed the football there. +3 Is Sandra in the hallway? no 1 +4 Sandra went to the hallway. +5 Sandra took the milk there. +6 Is Sandra in the garden? no 4 +7 John went to the bedroom. +8 John travelled to the office. +9 Is John in the office? yes 8 +10 John went back to the bathroom. +11 Mary grabbed the apple there. +12 Is John in the bathroom? yes 10 +13 Mary went to the bedroom. +14 Sandra discarded the milk there. +15 Is Mary in the bedroom? yes 13 +1 Sandra got the football there. +2 John journeyed to the garden. +3 Is John in the garden? yes 2 +4 Mary moved to the kitchen. +5 Sandra left the football. +6 Is John in the garden? yes 2 +7 Sandra grabbed the football there. +8 Daniel went back to the hallway. +9 Is Mary in the office? no 4 +10 John went back to the bathroom. +11 Sandra moved to the office. +12 Is Sandra in the office? yes 11 +13 Daniel journeyed to the kitchen. +14 Mary moved to the hallway. +15 Is John in the garden? no 10 +1 John moved to the bathroom. +2 Mary travelled to the kitchen. +3 Is Mary in the kitchen? yes 2 +4 Mary got the apple there. +5 Mary got the milk there. +6 Is John in the bathroom? yes 1 +7 John moved to the kitchen. +8 John went back to the bathroom. +9 Is John in the bathroom? yes 8 +10 Mary went back to the bathroom. +11 Mary journeyed to the hallway. +12 Is Mary in the garden? no 11 +13 Mary journeyed to the bathroom. +14 Mary left the apple. +15 Is Mary in the bathroom? yes 13 +1 Daniel travelled to the kitchen. +2 Daniel journeyed to the office. +3 Is Daniel in the office? yes 2 +4 Daniel moved to the kitchen. +5 Mary grabbed the apple there. +6 Is Daniel in the kitchen? yes 4 +7 Mary took the milk there. +8 John moved to the hallway. +9 Is John in the hallway? yes 8 +10 Sandra moved to the hallway. +11 Daniel moved to the bathroom. +12 Is Sandra in the hallway? yes 10 +13 John went to the garden. +14 Daniel travelled to the garden. +15 Is John in the garden? yes 13 +1 John picked up the apple there. +2 John discarded the apple there. +3 Daniel went to the garden. +4 Daniel moved to the office. +5 Is Daniel in the hallway? no 4 +6 Daniel went to the kitchen. +7 Daniel moved to the bedroom. +8 Is Daniel in the bathroom? no 7 +9 Daniel journeyed to the office. +10 John picked up the apple there. +11 Is Daniel in the hallway? no 9 +12 Mary journeyed to the bedroom. +13 Daniel moved to the garden. +14 Is Daniel in the office? no 13 +15 John left the apple. +16 Mary moved to the garden. +17 Is Mary in the garden? yes 16 +1 Sandra moved to the hallway. +2 John went back to the kitchen. +3 Is Sandra in the bedroom? no 1 +4 Sandra travelled to the bathroom. +5 Mary went to the office. +6 Is Mary in the hallway? no 5 +7 John went back to the bathroom. +8 Daniel grabbed the apple there. +9 Is Mary in the office? yes 5 +10 Sandra travelled to the kitchen. +11 John moved to the hallway. +12 Is Sandra in the bathroom? no 10 +13 Daniel left the apple there. +14 John took the apple there. +15 Is John in the bathroom? no 11 +1 John moved to the hallway. +2 Daniel travelled to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Sandra got the football there. +5 Sandra left the football. +6 Is John in the garden? no 1 +7 Mary took the football there. +8 Daniel went back to the hallway. +9 Is Daniel in the bathroom? no 8 +10 John went back to the bedroom. +11 Sandra travelled to the bathroom. +12 Is Daniel in the hallway? yes 8 +13 Daniel went to the garden. +14 Daniel journeyed to the bedroom. +15 Is Daniel in the hallway? no 14 +1 Mary went back to the bathroom. +2 Daniel travelled to the bedroom. +3 Is Mary in the bathroom? yes 1 +4 Sandra travelled to the bathroom. +5 Daniel grabbed the apple there. +6 Is Sandra in the garden? no 4 +7 Mary picked up the football there. +8 Mary went to the kitchen. +9 Is Daniel in the hallway? no 2 +10 John moved to the hallway. +11 Sandra travelled to the garden. +12 Is John in the office? no 10 +13 John travelled to the bathroom. +14 Sandra picked up the milk there. +15 Is Sandra in the bedroom? no 11 +1 Mary went back to the bedroom. +2 John grabbed the apple there. +3 Is Mary in the kitchen? no 1 +4 John went to the office. +5 Daniel moved to the office. +6 Is John in the office? yes 4 +7 Mary travelled to the hallway. +8 Mary went back to the bedroom. +9 Is John in the office? yes 4 +10 John discarded the apple. +11 Mary went back to the bathroom. +12 Is Daniel in the garden? no 5 +13 Sandra went back to the hallway. +14 John travelled to the kitchen. +15 Is Sandra in the hallway? yes 13 +1 Mary journeyed to the bedroom. +2 Mary moved to the kitchen. +3 Is Mary in the kitchen? yes 2 +4 Mary moved to the office. +5 Mary went to the garden. +6 Is Mary in the garden? yes 5 +7 Mary went back to the kitchen. +8 Mary moved to the bedroom. +9 Is Mary in the garden? no 8 +10 John went back to the office. +11 Daniel journeyed to the garden. +12 Is Mary in the bathroom? no 8 +13 Sandra went back to the garden. +14 John travelled to the hallway. +15 Is Daniel in the garden? yes 11 +1 Sandra journeyed to the garden. +2 Mary went back to the hallway. +3 Is Sandra in the garden? yes 1 +4 John picked up the milk there. +5 John moved to the office. +6 Is John in the office? yes 5 +7 John went to the garden. +8 John went back to the hallway. +9 Is John in the garden? no 8 +10 Sandra went back to the bedroom. +11 Mary journeyed to the bedroom. +12 Is John in the hallway? yes 8 +13 John dropped the milk. +14 Mary picked up the apple there. +15 Is John in the hallway? yes 8 +1 Sandra went to the bathroom. +2 Daniel travelled to the garden. +3 Is Daniel in the bathroom? no 2 +4 Daniel went back to the kitchen. +5 Sandra travelled to the garden. +6 Is Daniel in the bedroom? no 4 +7 Sandra went back to the kitchen. +8 Daniel travelled to the hallway. +9 Is Daniel in the kitchen? no 8 +10 John journeyed to the kitchen. +11 Sandra travelled to the bedroom. +12 Is Sandra in the bathroom? no 11 +13 Mary went to the garden. +14 Daniel grabbed the football there. +15 Is Sandra in the bedroom? yes 11 +1 John moved to the hallway. +2 Daniel moved to the hallway. +3 Is Daniel in the bathroom? no 2 +4 Sandra got the football there. +5 Sandra left the football. +6 Is John in the garden? no 1 +7 Sandra went back to the kitchen. +8 Mary journeyed to the kitchen. +9 Is Daniel in the hallway? yes 2 +10 Daniel travelled to the bathroom. +11 Daniel got the football there. +12 Is Sandra in the office? no 7 +13 John travelled to the bedroom. +14 John went to the kitchen. +15 Is John in the kitchen? yes 14 +1 Mary travelled to the garden. +2 John went back to the office. +3 Is John in the bathroom? no 2 +4 John journeyed to the kitchen. +5 John went to the garden. +6 Is John in the garden? yes 5 +7 John moved to the bathroom. +8 Mary took the football there. +9 Is John in the garden? no 7 +10 Sandra travelled to the bedroom. +11 Mary journeyed to the kitchen. +12 Is John in the office? no 7 +13 Daniel went back to the office. +14 Mary moved to the garden. +15 Is Mary in the garden? yes 14 +1 Daniel travelled to the bathroom. +2 Daniel travelled to the bedroom. +3 Is Daniel in the hallway? no 2 +4 Mary went back to the kitchen. +5 John took the milk there. +6 Is Mary in the kitchen? yes 4 +7 John put down the milk there. +8 John picked up the milk there. +9 Is Daniel in the office? no 2 +10 John dropped the milk. +11 John grabbed the apple there. +12 John journeyed to the kitchen. +13 Sandra went to the kitchen. +14 Is John in the kitchen? yes 12 +15 Daniel took the football there. +16 Daniel moved to the office. +17 Is Sandra in the kitchen? yes 13 +1 Daniel journeyed to the bathroom. +2 Daniel travelled to the bedroom. +3 Is Daniel in the bathroom? no 2 +4 John went back to the kitchen. +5 John went back to the office. +6 Is John in the office? yes 5 +7 Mary grabbed the football there. +8 Mary picked up the apple there. +9 Is John in the office? yes 5 +10 Daniel journeyed to the office. +11 Daniel journeyed to the bedroom. +12 Is Daniel in the bedroom? yes 11 +13 John took the milk there. +14 Sandra moved to the kitchen. +15 Is Sandra in the kitchen? yes 14 +1 John took the apple there. +2 Daniel journeyed to the garden. +3 Is Daniel in the garden? yes 2 +4 Sandra travelled to the hallway. +5 John put down the apple. +6 Is Sandra in the hallway? yes 4 +7 Sandra moved to the bedroom. +8 Sandra picked up the football there. +9 Is Sandra in the garden? no 7 +10 Sandra went to the bathroom. +11 Sandra moved to the office. +12 Is Sandra in the kitchen? no 11 +13 John got the apple there. +14 Sandra discarded the football. +15 Is Sandra in the office? yes 11 +1 Sandra travelled to the bedroom. +2 Daniel went back to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Mary moved to the kitchen. +5 Mary went back to the bedroom. +6 Is Mary in the kitchen? no 5 +7 Sandra moved to the kitchen. +8 John travelled to the office. +9 Is Sandra in the bathroom? no 7 +10 John journeyed to the hallway. +11 Mary journeyed to the kitchen. +12 Is John in the bathroom? no 10 +13 Daniel went to the office. +14 John travelled to the kitchen. +15 Is Mary in the kitchen? yes 11 +1 Sandra went to the hallway. +2 Daniel went back to the hallway. +3 Is Daniel in the hallway? yes 2 +4 Sandra went back to the kitchen. +5 Mary journeyed to the bathroom. +6 Is Sandra in the bedroom? no 4 +7 Sandra moved to the hallway. +8 Mary picked up the football there. +9 Is Daniel in the hallway? yes 2 +10 Daniel journeyed to the bedroom. +11 Mary went to the hallway. +12 Is Sandra in the office? no 7 +13 Mary left the football. +14 Daniel journeyed to the bathroom. +15 Is Mary in the bathroom? no 11 +1 John went back to the hallway. +2 Sandra went back to the hallway. +3 Is Sandra in the bathroom? no 2 +4 John went back to the garden. +5 John took the football there. +6 Is John in the garden? yes 4 +7 Sandra journeyed to the bedroom. +8 Sandra grabbed the milk there. +9 Is Sandra in the bedroom? yes 7 +10 Mary journeyed to the bedroom. +11 John journeyed to the hallway. +12 Is Mary in the kitchen? no 10 +13 John moved to the office. +14 John dropped the football. +15 Is Mary in the bedroom? yes 10 +1 Sandra travelled to the office. +2 John moved to the bathroom. +3 Is Sandra in the office? yes 1 +4 John travelled to the garden. +5 John moved to the hallway. +6 Is Sandra in the office? yes 1 +7 John travelled to the kitchen. +8 Daniel moved to the hallway. +9 Is John in the kitchen? yes 7 +10 Daniel journeyed to the garden. +11 John moved to the hallway. +12 Is John in the garden? no 11 +13 Sandra grabbed the milk there. +14 Sandra travelled to the bathroom. +15 Is Daniel in the office? no 10 +1 Sandra picked up the apple there. +2 Sandra took the milk there. +3 Daniel travelled to the kitchen. +4 John went to the kitchen. +5 Is Daniel in the office? no 3 +6 Mary went back to the garden. +7 Mary went back to the hallway. +8 Is John in the hallway? no 4 +9 Sandra journeyed to the bathroom. +10 Mary got the football there. +11 Is John in the kitchen? yes 4 +12 Mary put down the football there. +13 Sandra journeyed to the kitchen. +14 Is Mary in the bathroom? no 7 +15 John moved to the hallway. +16 Sandra moved to the bathroom. +17 Is Sandra in the hallway? no 16 +1 Mary took the milk there. +2 Mary put down the milk. +3 John moved to the kitchen. +4 Daniel got the football there. +5 Is John in the kitchen? yes 3 +6 Daniel discarded the football there. +7 Mary took the milk there. +8 Is John in the bedroom? no 3 +9 Daniel travelled to the garden. +10 John journeyed to the bedroom. +11 Is John in the bedroom? yes 10 +12 Daniel went to the bathroom. +13 Mary travelled to the bedroom. +14 Is Daniel in the bathroom? yes 12 +15 Mary got the apple there. +16 Mary discarded the apple. +17 Is John in the bedroom? yes 10 +1 John went to the garden. +2 John journeyed to the office. +3 Is John in the office? yes 2 +4 Daniel moved to the hallway. +5 Sandra travelled to the bathroom. +6 Is John in the office? yes 2 +7 John travelled to the hallway. +8 Sandra travelled to the garden. +9 Is Daniel in the garden? no 4 +10 Daniel moved to the bedroom. +11 Sandra moved to the bathroom. +12 Is John in the kitchen? no 7 +13 John travelled to the bathroom. +14 John moved to the garden. +15 Is Sandra in the kitchen? no 11 +1 Daniel travelled to the office. +2 Sandra went back to the hallway. +3 Is Sandra in the kitchen? no 2 +4 Daniel grabbed the football there. +5 Daniel travelled to the bedroom. +6 Is Sandra in the hallway? yes 2 +7 Sandra got the apple there. +8 Sandra went to the bathroom. +9 Is Daniel in the garden? no 5 +10 Daniel put down the football there. +11 Mary took the football there. +12 Is Daniel in the bedroom? yes 5 +13 Sandra moved to the bedroom. +14 John went to the kitchen. +15 Is Sandra in the bedroom? yes 13 +1 John travelled to the bathroom. +2 John went back to the bedroom. +3 Is John in the bedroom? yes 2 +4 John grabbed the apple there. +5 Daniel picked up the football there. +6 Is John in the bathroom? no 2 +7 Daniel journeyed to the kitchen. +8 John dropped the apple. +9 Is John in the hallway? no 2 +10 Sandra went to the garden. +11 Daniel put down the football. +12 Is Sandra in the garden? yes 10 +13 Daniel got the football there. +14 Daniel dropped the football there. +15 Is Sandra in the garden? yes 10 +1 Daniel went to the kitchen. +2 John went back to the hallway. +3 Is John in the garden? no 2 +4 Sandra travelled to the office. +5 John went back to the kitchen. +6 Is Sandra in the office? yes 4 +7 Mary journeyed to the garden. +8 Mary travelled to the bedroom. +9 Is John in the hallway? no 5 +10 Mary travelled to the office. +11 Sandra moved to the hallway. +12 Is Mary in the office? yes 10 +13 Sandra went to the office. +14 Daniel went to the office. +15 Is Sandra in the hallway? no 13 +1 Daniel moved to the bedroom. +2 Daniel went to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 Daniel took the milk there. +5 Daniel got the football there. +6 Is Daniel in the garden? no 2 +7 John journeyed to the hallway. +8 Sandra journeyed to the bathroom. +9 Is John in the kitchen? no 7 +10 Sandra journeyed to the garden. +11 Daniel journeyed to the hallway. +12 Is Sandra in the garden? yes 10 +13 Daniel moved to the garden. +14 John went back to the bedroom. +15 Is Sandra in the garden? yes 10 +1 Mary picked up the apple there. +2 Sandra went back to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Sandra went to the hallway. +5 Mary went back to the bedroom. +6 Is Sandra in the hallway? yes 4 +7 Mary moved to the bathroom. +8 John went back to the kitchen. +9 Is Mary in the garden? no 7 +10 Mary took the milk there. +11 Mary left the apple. +12 Is Mary in the bathroom? yes 7 +13 Mary put down the milk. +14 John moved to the bedroom. +15 Is John in the bedroom? yes 14 +1 Mary journeyed to the bathroom. +2 John grabbed the apple there. +3 Is Mary in the garden? no 1 +4 Daniel grabbed the milk there. +5 Daniel journeyed to the kitchen. +6 Is Mary in the kitchen? no 1 +7 Sandra travelled to the kitchen. +8 Daniel left the milk. +9 Is Sandra in the bathroom? no 7 +10 Sandra went to the bedroom. +11 John journeyed to the hallway. +12 Is John in the hallway? yes 11 +13 John dropped the apple there. +14 Mary travelled to the bedroom. +15 Is John in the kitchen? no 11 +1 Mary grabbed the football there. +2 John travelled to the hallway. +3 Is John in the hallway? yes 2 +4 Mary journeyed to the garden. +5 Mary dropped the football. +6 Is John in the hallway? yes 2 +7 Mary travelled to the bedroom. +8 John went back to the office. +9 Is John in the office? yes 8 +10 Sandra took the football there. +11 John got the apple there. +12 Is Mary in the office? no 7 +13 John dropped the apple. +14 Daniel journeyed to the bathroom. +15 Is Daniel in the hallway? no 14 +1 Daniel journeyed to the bedroom. +2 Sandra moved to the office. +3 Is Daniel in the bedroom? yes 1 +4 Sandra journeyed to the hallway. +5 Daniel went back to the garden. +6 Is Sandra in the office? no 4 +7 Mary moved to the bedroom. +8 John journeyed to the bedroom. +9 Is John in the office? no 8 +10 John journeyed to the hallway. +11 Daniel journeyed to the kitchen. +12 Is Daniel in the kitchen? yes 11 +13 John went to the garden. +14 Daniel travelled to the garden. +15 Is John in the garden? yes 13 +1 Mary grabbed the apple there. +2 Mary dropped the apple. +3 John grabbed the apple there. +4 Mary went back to the bedroom. +5 Is Mary in the office? no 4 +6 John moved to the office. +7 John went back to the garden. +8 Is Mary in the kitchen? no 4 +9 Mary went back to the office. +10 John put down the apple. +11 Is Mary in the garden? no 9 +12 John travelled to the kitchen. +13 John went back to the garden. +14 Is John in the bedroom? no 13 +15 Mary went back to the garden. +16 Sandra journeyed to the kitchen. +17 Is John in the garden? yes 13 +1 Sandra travelled to the garden. +2 John moved to the bathroom. +3 Is John in the kitchen? no 2 +4 Daniel moved to the bedroom. +5 Mary moved to the kitchen. +6 Is Mary in the garden? no 5 +7 Mary grabbed the apple there. +8 Mary left the apple. +9 Is John in the hallway? no 2 +10 Sandra went back to the hallway. +11 Mary journeyed to the bathroom. +12 Is Mary in the bathroom? yes 11 +13 John travelled to the office. +14 Sandra went back to the office. +15 Is Sandra in the office? yes 14 +1 Sandra went to the office. +2 Mary travelled to the hallway. +3 Is Mary in the hallway? yes 2 +4 Mary travelled to the garden. +5 Daniel went back to the hallway. +6 Is Mary in the bathroom? no 4 +7 Sandra took the apple there. +8 John journeyed to the kitchen. +9 Is Mary in the garden? yes 4 +10 John grabbed the milk there. +11 Mary went to the kitchen. +12 Is Daniel in the hallway? yes 5 +13 Sandra went back to the hallway. +14 John journeyed to the hallway. +15 Is John in the office? no 14 +1 John got the milk there. +2 John went back to the office. +3 Is John in the office? yes 2 +4 Daniel grabbed the apple there. +5 Sandra went back to the hallway. +6 Is John in the office? yes 2 +7 Sandra picked up the football there. +8 John put down the milk. +9 Is John in the office? yes 2 +10 Mary went to the garden. +11 Daniel put down the apple. +12 Is Mary in the garden? yes 10 +13 Daniel journeyed to the hallway. +14 Sandra put down the football. +15 Is Daniel in the bathroom? no 13 +1 Mary took the milk there. +2 John went back to the bedroom. +3 Is John in the office? no 2 +4 John journeyed to the kitchen. +5 Daniel journeyed to the garden. +6 Is John in the hallway? no 4 +7 Sandra travelled to the office. +8 John moved to the bedroom. +9 Is John in the bedroom? yes 8 +10 Daniel travelled to the kitchen. +11 Daniel travelled to the hallway. +12 Is Daniel in the hallway? yes 11 +13 Mary discarded the milk. +14 Mary went back to the hallway. +15 Is Daniel in the kitchen? no 11 +1 Daniel grabbed the milk there. +2 Daniel took the apple there. +3 Sandra went back to the bathroom. +4 Mary moved to the bedroom. +5 Is Mary in the bathroom? no 4 +6 Daniel went back to the kitchen. +7 John journeyed to the hallway. +8 Is John in the hallway? yes 7 +9 Mary went back to the kitchen. +10 Daniel discarded the apple there. +11 Is Daniel in the kitchen? yes 6 +12 Daniel went back to the bedroom. +13 Daniel went to the hallway. +14 Is Daniel in the garden? no 13 +15 Mary took the apple there. +16 Daniel journeyed to the bathroom. +17 Is Daniel in the bathroom? yes 16 +1 Sandra took the football there. +2 Mary went to the bathroom. +3 Is Mary in the garden? no 2 +4 Sandra put down the football. +5 Daniel went to the garden. +6 Is Mary in the hallway? no 2 +7 Sandra moved to the hallway. +8 Sandra travelled to the kitchen. +9 Is Sandra in the bedroom? no 8 +10 John grabbed the apple there. +11 John travelled to the hallway. +12 Is Daniel in the bedroom? no 5 +13 John put down the apple. +14 Sandra travelled to the hallway. +15 Is Sandra in the hallway? yes 14 +1 Daniel went to the bathroom. +2 Sandra journeyed to the office. +3 Is Sandra in the hallway? no 2 +4 Mary went to the kitchen. +5 John journeyed to the bedroom. +6 Is Daniel in the bathroom? yes 1 +7 John journeyed to the hallway. +8 John moved to the office. +9 Is John in the hallway? no 8 +10 Sandra journeyed to the bedroom. +11 Daniel moved to the kitchen. +12 Is Sandra in the office? no 10 +13 Mary journeyed to the hallway. +14 John took the football there. +15 Is Sandra in the hallway? no 10 +1 Sandra travelled to the bedroom. +2 Sandra travelled to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Mary moved to the office. +5 Mary went to the garden. +6 Is Sandra in the kitchen? yes 2 +7 Mary grabbed the milk there. +8 Daniel went to the bathroom. +9 Is Mary in the bedroom? no 5 +10 Sandra went back to the bathroom. +11 Mary put down the milk. +12 Is Mary in the garden? yes 5 +13 Mary picked up the milk there. +14 Mary discarded the milk there. +15 Is Daniel in the bathroom? yes 8 +1 Mary got the apple there. +2 Mary went to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 John travelled to the garden. +5 Daniel moved to the office. +6 Is Mary in the bathroom? yes 2 +7 Mary moved to the office. +8 John went to the kitchen. +9 Is Mary in the office? yes 7 +10 Sandra travelled to the office. +11 Sandra moved to the bedroom. +12 Is Sandra in the bedroom? yes 11 +13 Sandra moved to the bathroom. +14 Mary discarded the apple. +15 Is John in the hallway? no 8 +1 Sandra travelled to the office. +2 Daniel journeyed to the bathroom. +3 Is Sandra in the kitchen? no 1 +4 Sandra went to the bathroom. +5 Mary journeyed to the office. +6 Is Sandra in the office? no 4 +7 Mary moved to the hallway. +8 Mary journeyed to the garden. +9 Is Mary in the garden? yes 8 +10 Sandra went back to the kitchen. +11 Mary moved to the bathroom. +12 Is Mary in the garden? no 11 +13 Sandra moved to the bathroom. +14 John went to the kitchen. +15 Is Sandra in the garden? no 13 +1 Daniel travelled to the kitchen. +2 John journeyed to the hallway. +3 Is John in the kitchen? no 2 +4 Daniel travelled to the bedroom. +5 Daniel journeyed to the hallway. +6 Is Daniel in the garden? no 5 +7 Mary grabbed the milk there. +8 Mary travelled to the office. +9 Is Daniel in the hallway? yes 5 +10 Sandra travelled to the bedroom. +11 Daniel went back to the garden. +12 Is Daniel in the hallway? no 11 +13 John went back to the kitchen. +14 John travelled to the bedroom. +15 Is John in the bedroom? yes 14 +1 Mary went to the bathroom. +2 Daniel picked up the apple there. +3 Is Mary in the garden? no 1 +4 Mary went back to the office. +5 Daniel went back to the kitchen. +6 Is Mary in the kitchen? no 4 +7 Daniel discarded the apple. +8 John went back to the office. +9 Is Daniel in the kitchen? yes 5 +10 Daniel got the apple there. +11 Daniel put down the apple there. +12 Is John in the office? yes 8 +13 Daniel journeyed to the garden. +14 Daniel picked up the football there. +15 Is John in the office? yes 8 +1 Sandra travelled to the garden. +2 Mary went to the bedroom. +3 Is Sandra in the garden? yes 1 +4 Daniel travelled to the bedroom. +5 John went to the kitchen. +6 Is John in the garden? no 5 +7 Mary went back to the garden. +8 John went to the hallway. +9 Is Mary in the garden? yes 7 +10 Mary moved to the office. +11 Sandra picked up the football there. +12 Is Mary in the bedroom? no 10 +13 Mary picked up the milk there. +14 Mary discarded the milk. +15 Is Mary in the office? yes 10 +1 Daniel travelled to the bathroom. +2 Sandra journeyed to the bedroom. +3 Is Daniel in the bathroom? yes 1 +4 John grabbed the apple there. +5 John discarded the apple. +6 Is Sandra in the bedroom? yes 2 +7 John went to the garden. +8 Sandra went to the office. +9 Is Sandra in the bathroom? no 8 +10 John travelled to the hallway. +11 Sandra travelled to the bedroom. +12 Is Sandra in the bedroom? yes 11 +13 Mary travelled to the kitchen. +14 Daniel went back to the office. +15 Is Daniel in the bedroom? no 14 +1 Daniel journeyed to the hallway. +2 Daniel went back to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Daniel took the football there. +5 Daniel went back to the bedroom. +6 Is Daniel in the kitchen? no 5 +7 Mary journeyed to the office. +8 Mary travelled to the bathroom. +9 Is Daniel in the bedroom? yes 5 +10 John travelled to the bedroom. +11 Sandra journeyed to the hallway. +12 Is Daniel in the kitchen? no 5 +13 Daniel left the football. +14 John got the football there. +15 Is John in the bedroom? yes 10 +1 Mary travelled to the hallway. +2 Daniel moved to the garden. +3 Is Mary in the hallway? yes 1 +4 Mary went back to the kitchen. +5 Sandra journeyed to the garden. +6 Is Sandra in the garden? yes 5 +7 John travelled to the bedroom. +8 Daniel went to the hallway. +9 Is John in the bedroom? yes 7 +10 Daniel grabbed the football there. +11 Sandra went to the office. +12 Is Sandra in the hallway? no 11 +13 Daniel travelled to the garden. +14 Mary went to the office. +15 Is Daniel in the garden? yes 13 +1 Sandra got the apple there. +2 Sandra put down the apple there. +3 Sandra picked up the apple there. +4 Sandra went to the bedroom. +5 Is Sandra in the kitchen? no 4 +6 John moved to the office. +7 Sandra went to the office. +8 Is Sandra in the kitchen? no 7 +9 Mary took the milk there. +10 Mary went back to the garden. +11 Is Sandra in the office? yes 7 +12 Mary left the milk. +13 Sandra went back to the kitchen. +14 Is Mary in the office? no 10 +15 Mary picked up the milk there. +16 Mary left the milk. +17 Is Mary in the bedroom? no 10 +1 Sandra travelled to the office. +2 John journeyed to the kitchen. +3 Is John in the kitchen? yes 2 +4 Sandra picked up the apple there. +5 Sandra went to the garden. +6 Is Sandra in the garden? yes 5 +7 John travelled to the bathroom. +8 Sandra put down the apple there. +9 Is John in the bathroom? yes 7 +10 Mary moved to the kitchen. +11 John went to the office. +12 Is John in the office? yes 11 +13 Sandra got the apple there. +14 John took the milk there. +15 Is Mary in the kitchen? yes 10 +1 John travelled to the bedroom. +2 Sandra journeyed to the office. +3 Is Sandra in the office? yes 2 +4 Mary moved to the bathroom. +5 Sandra got the milk there. +6 Is Sandra in the garden? no 2 +7 Daniel moved to the bedroom. +8 Sandra dropped the milk. +9 Is Sandra in the office? yes 2 +10 Daniel journeyed to the hallway. +11 John went to the garden. +12 Is John in the office? no 11 +13 Mary grabbed the apple there. +14 Mary picked up the football there. +15 Is John in the bathroom? no 11 +1 John travelled to the hallway. +2 Daniel grabbed the football there. +3 Is John in the kitchen? no 1 +4 Sandra moved to the kitchen. +5 Mary went to the bathroom. +6 Is Mary in the office? no 5 +7 John journeyed to the office. +8 Daniel moved to the office. +9 Is Mary in the bathroom? yes 5 +10 Sandra journeyed to the bathroom. +11 Sandra went to the office. +12 Is Daniel in the office? yes 8 +13 Mary moved to the hallway. +14 Daniel left the football there. +15 Is Sandra in the bathroom? no 11 +1 Mary travelled to the hallway. +2 Daniel journeyed to the kitchen. +3 Is Mary in the bedroom? no 1 +4 John went back to the office. +5 Mary journeyed to the office. +6 Is Daniel in the kitchen? yes 2 +7 Sandra journeyed to the kitchen. +8 Sandra journeyed to the hallway. +9 Is Sandra in the hallway? yes 8 +10 Mary moved to the bedroom. +11 Mary got the apple there. +12 Is Mary in the bedroom? yes 10 +13 Mary moved to the hallway. +14 John moved to the bedroom. +15 Is Mary in the bathroom? no 13 +1 Sandra journeyed to the office. +2 Mary went back to the kitchen. +3 Is Sandra in the bedroom? no 1 +4 Daniel went to the bedroom. +5 John travelled to the office. +6 Is John in the kitchen? no 5 +7 Sandra grabbed the football there. +8 Mary got the milk there. +9 Is Daniel in the bedroom? yes 4 +10 Mary discarded the milk. +11 Sandra went back to the hallway. +12 Is Sandra in the garden? no 11 +13 Mary travelled to the hallway. +14 John went back to the hallway. +15 Is Mary in the garden? no 13 +1 Daniel went back to the bedroom. +2 Daniel went back to the hallway. +3 Is Daniel in the kitchen? no 2 +4 Sandra went back to the bedroom. +5 Sandra journeyed to the office. +6 Is Daniel in the hallway? yes 2 +7 Daniel picked up the football there. +8 Daniel picked up the milk there. +9 Is Sandra in the garden? no 5 +10 John travelled to the office. +11 Mary journeyed to the garden. +12 Is Mary in the office? no 11 +13 Daniel put down the milk there. +14 Daniel left the football. +15 Is John in the office? yes 10 +1 Mary got the apple there. +2 Daniel moved to the hallway. +3 Is Daniel in the hallway? yes 2 +4 Sandra moved to the office. +5 Mary dropped the apple. +6 Is Daniel in the hallway? yes 2 +7 Mary moved to the bedroom. +8 Sandra grabbed the apple there. +9 Is Mary in the garden? no 7 +10 Mary journeyed to the garden. +11 Daniel went back to the kitchen. +12 Is Mary in the bedroom? no 10 +13 John went back to the garden. +14 Daniel went back to the bedroom. +15 Is Daniel in the hallway? no 14 +1 Sandra grabbed the apple there. +2 Mary grabbed the milk there. +3 John journeyed to the garden. +4 John journeyed to the hallway. +5 Is John in the office? no 4 +6 Daniel went to the bathroom. +7 Sandra left the apple. +8 Is John in the hallway? yes 4 +9 Mary discarded the milk. +10 Mary got the milk there. +11 Is John in the hallway? yes 4 +12 Sandra went back to the kitchen. +13 Mary journeyed to the office. +14 Is Sandra in the kitchen? yes 12 +15 Mary travelled to the kitchen. +16 Mary got the football there. +17 Is Mary in the kitchen? yes 15 +1 Sandra took the milk there. +2 John went to the bedroom. +3 Is John in the garden? no 2 +4 John journeyed to the garden. +5 Mary moved to the bathroom. +6 Is John in the garden? yes 4 +7 Sandra left the milk. +8 Sandra grabbed the milk there. +9 Is John in the garden? yes 4 +10 Mary went back to the kitchen. +11 Mary took the apple there. +12 Is Mary in the bathroom? no 10 +13 Mary journeyed to the bedroom. +14 Daniel went to the office. +15 Is Mary in the bedroom? yes 13 +1 Daniel went to the bathroom. +2 Daniel travelled to the hallway. +3 Is Daniel in the bathroom? no 2 +4 Daniel went to the garden. +5 Daniel picked up the apple there. +6 Is Daniel in the office? no 4 +7 Mary journeyed to the office. +8 Sandra travelled to the bedroom. +9 Is Daniel in the garden? yes 4 +10 Mary went to the garden. +11 Daniel put down the apple. +12 Is Mary in the kitchen? no 10 +13 Daniel went to the hallway. +14 John moved to the kitchen. +15 Is John in the kitchen? yes 14 +1 Sandra journeyed to the kitchen. +2 John grabbed the milk there. +3 Is Sandra in the kitchen? yes 1 +4 John discarded the milk. +5 Mary moved to the bathroom. +6 Is Mary in the garden? no 5 +7 Daniel took the milk there. +8 John went to the office. +9 Is Mary in the bathroom? yes 5 +10 Sandra went to the bathroom. +11 Daniel discarded the milk. +12 Is Sandra in the bathroom? yes 10 +13 Mary went back to the hallway. +14 Mary travelled to the kitchen. +15 Is Sandra in the bathroom? yes 10 +1 John travelled to the bathroom. +2 Mary went to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 Daniel travelled to the hallway. +5 Mary went to the hallway. +6 Is John in the kitchen? no 1 +7 Daniel went back to the kitchen. +8 John moved to the office. +9 Is Mary in the office? no 5 +10 John went back to the kitchen. +11 John journeyed to the bedroom. +12 Is Daniel in the bathroom? no 7 +13 Daniel grabbed the football there. +14 John took the milk there. +15 Is John in the bathroom? no 11 +1 Mary grabbed the football there. +2 John went to the bedroom. +3 Is John in the bedroom? yes 2 +4 John went to the bathroom. +5 Mary went back to the office. +6 Is John in the bathroom? yes 4 +7 Mary left the football. +8 Mary travelled to the bedroom. +9 Is Mary in the hallway? no 8 +10 Sandra journeyed to the office. +11 Sandra journeyed to the kitchen. +12 Is Mary in the bedroom? yes 8 +13 Mary travelled to the hallway. +14 Daniel picked up the football there. +15 Is Mary in the bedroom? no 13 +1 Mary travelled to the bedroom. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the kitchen? no 2 +4 Daniel went to the kitchen. +5 Daniel went to the office. +6 Is Daniel in the office? yes 5 +7 Sandra moved to the bathroom. +8 John went back to the hallway. +9 Is Daniel in the bathroom? no 5 +10 Daniel journeyed to the hallway. +11 Daniel journeyed to the garden. +12 Is Daniel in the kitchen? no 11 +13 Daniel went back to the hallway. +14 Mary journeyed to the kitchen. +15 Is John in the hallway? yes 8 +1 John got the apple there. +2 John journeyed to the hallway. +3 Is John in the office? no 2 +4 Mary got the milk there. +5 Mary left the milk. +6 Is John in the hallway? yes 2 +7 Mary picked up the milk there. +8 John left the apple. +9 Is John in the hallway? yes 2 +10 Sandra moved to the office. +11 Daniel went back to the office. +12 Is Daniel in the office? yes 11 +13 Daniel travelled to the bathroom. +14 John grabbed the apple there. +15 Is Daniel in the garden? no 13 +1 John went back to the bathroom. +2 Sandra journeyed to the office. +3 Is Sandra in the office? yes 2 +4 Sandra got the milk there. +5 John moved to the kitchen. +6 Is John in the garden? no 5 +7 Mary went back to the hallway. +8 John moved to the office. +9 Is John in the office? yes 8 +10 Mary journeyed to the office. +11 John went to the bathroom. +12 Is John in the bathroom? yes 11 +13 Daniel went to the bedroom. +14 Sandra put down the milk. +15 Is John in the office? no 11 +1 Sandra picked up the football there. +2 Sandra discarded the football. +3 Mary picked up the milk there. +4 John journeyed to the kitchen. +5 Is John in the kitchen? yes 4 +6 Mary left the milk. +7 John got the football there. +8 Is John in the hallway? no 4 +9 Mary took the milk there. +10 Sandra went to the garden. +11 Is John in the bathroom? no 4 +12 John put down the football. +13 Daniel travelled to the hallway. +14 Is Daniel in the bedroom? no 13 +15 Mary discarded the milk. +16 Mary took the milk there. +17 Is Daniel in the garden? no 13 +1 John picked up the apple there. +2 Mary moved to the garden. +3 Is Mary in the bathroom? no 2 +4 Daniel took the milk there. +5 Mary went to the bedroom. +6 Is Mary in the garden? no 5 +7 Daniel discarded the milk. +8 Daniel journeyed to the garden. +9 Is Mary in the bedroom? yes 5 +10 Mary got the milk there. +11 John put down the apple. +12 Is Mary in the bedroom? yes 5 +13 Mary went back to the kitchen. +14 John grabbed the apple there. +15 Is Daniel in the garden? yes 8 +1 Mary went back to the hallway. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 John travelled to the bedroom. +5 Daniel went to the kitchen. +6 Is John in the bedroom? yes 4 +7 Mary took the football there. +8 Mary picked up the milk there. +9 Is Daniel in the hallway? no 5 +10 John journeyed to the garden. +11 Mary journeyed to the kitchen. +12 Is John in the garden? yes 10 +13 Mary took the apple there. +14 Sandra journeyed to the kitchen. +15 Is Mary in the kitchen? yes 11 +1 John went to the kitchen. +2 Mary moved to the bathroom. +3 Is John in the hallway? no 1 +4 Daniel got the apple there. +5 Sandra went to the bedroom. +6 Is Sandra in the bedroom? yes 5 +7 Daniel put down the apple there. +8 Mary went to the hallway. +9 Is Mary in the garden? no 8 +10 Mary moved to the garden. +11 Daniel grabbed the apple there. +12 Is Mary in the bedroom? no 10 +13 John journeyed to the office. +14 Sandra went to the bathroom. +15 Is Sandra in the kitchen? no 14 +1 John moved to the kitchen. +2 Mary went to the garden. +3 Is John in the garden? no 1 +4 Sandra travelled to the bathroom. +5 Mary went to the bathroom. +6 Is Sandra in the office? no 4 +7 Mary went back to the bedroom. +8 Daniel journeyed to the kitchen. +9 Is Mary in the garden? no 7 +10 Sandra grabbed the football there. +11 John went back to the garden. +12 Is Mary in the bedroom? yes 7 +13 Sandra took the apple there. +14 Daniel moved to the bathroom. +15 Is Daniel in the hallway? no 14 +1 Sandra went to the kitchen. +2 John went to the kitchen. +3 Is John in the kitchen? yes 2 +4 Sandra took the milk there. +5 Daniel went back to the bedroom. +6 Is Sandra in the kitchen? yes 1 +7 Daniel journeyed to the kitchen. +8 Sandra got the football there. +9 Is Daniel in the hallway? no 7 +10 Daniel travelled to the office. +11 Sandra went back to the hallway. +12 Is Daniel in the office? yes 10 +13 Daniel travelled to the garden. +14 John went to the hallway. +15 Is Sandra in the kitchen? no 11 +1 Mary travelled to the bathroom. +2 Sandra journeyed to the kitchen. +3 Is Sandra in the garden? no 2 +4 John moved to the bathroom. +5 Daniel went to the kitchen. +6 Is Daniel in the kitchen? yes 5 +7 Daniel moved to the bathroom. +8 John went back to the garden. +9 Is Sandra in the kitchen? yes 2 +10 Mary journeyed to the office. +11 Sandra picked up the football there. +12 Is Mary in the kitchen? no 10 +13 Sandra picked up the milk there. +14 Sandra moved to the garden. +15 Is Mary in the office? yes 10 +1 Sandra travelled to the bathroom. +2 Daniel travelled to the office. +3 Is Daniel in the office? yes 2 +4 Sandra went to the bedroom. +5 Daniel got the football there. +6 Is Daniel in the bathroom? no 2 +7 Mary moved to the office. +8 Sandra picked up the milk there. +9 Is Sandra in the garden? no 4 +10 Sandra got the apple there. +11 Sandra left the apple there. +12 Is Mary in the office? yes 7 +13 Sandra grabbed the apple there. +14 Sandra dropped the apple. +15 Sandra got the apple there. +16 John journeyed to the office. +17 Is John in the bedroom? no 16 +1 Daniel journeyed to the kitchen. +2 Daniel went to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Daniel picked up the milk there. +5 John moved to the kitchen. +6 Is Daniel in the bedroom? yes 2 +7 Sandra travelled to the bedroom. +8 Sandra travelled to the hallway. +9 Is John in the kitchen? yes 5 +10 Mary picked up the apple there. +11 Mary went to the garden. +12 Is John in the garden? no 5 +13 Mary travelled to the bathroom. +14 Mary put down the apple. +15 Is Mary in the bathroom? yes 13 +1 Daniel travelled to the hallway. +2 John went back to the bedroom. +3 Is Daniel in the kitchen? no 1 +4 Mary grabbed the milk there. +5 Mary left the milk. +6 Is Daniel in the office? no 1 +7 Sandra moved to the garden. +8 Mary grabbed the milk there. +9 Is Sandra in the hallway? no 7 +10 John went back to the garden. +11 John travelled to the hallway. +12 Is John in the bathroom? no 11 +13 Sandra journeyed to the hallway. +14 Mary moved to the garden. +15 Is Mary in the garden? yes 14 +1 John went to the bathroom. +2 John travelled to the garden. +3 Is John in the hallway? no 2 +4 Sandra went back to the office. +5 Daniel journeyed to the kitchen. +6 Is Sandra in the garden? no 4 +7 Mary took the football there. +8 Mary discarded the football there. +9 Is Sandra in the kitchen? no 4 +10 Mary picked up the football there. +11 Daniel went to the garden. +12 Is Daniel in the garden? yes 11 +13 Sandra journeyed to the hallway. +14 Daniel travelled to the bathroom. +15 Is Daniel in the office? no 14 +1 Mary moved to the bathroom. +2 John took the milk there. +3 Is Mary in the kitchen? no 1 +4 Daniel grabbed the apple there. +5 Mary moved to the kitchen. +6 Is Mary in the kitchen? yes 5 +7 Daniel got the football there. +8 Daniel left the football. +9 Is Mary in the bedroom? no 5 +10 Mary went to the garden. +11 Daniel picked up the football there. +12 Is Mary in the garden? yes 10 +13 Mary journeyed to the kitchen. +14 Sandra went to the kitchen. +15 Is Mary in the bedroom? no 13 +1 Daniel travelled to the kitchen. +2 John travelled to the garden. +3 Is John in the bathroom? no 2 +4 John moved to the bathroom. +5 Mary journeyed to the kitchen. +6 Is Mary in the kitchen? yes 5 +7 Sandra went back to the office. +8 Sandra got the milk there. +9 Is John in the hallway? no 4 +10 Mary travelled to the bedroom. +11 Sandra got the football there. +12 Is Mary in the bedroom? yes 10 +13 Sandra went to the kitchen. +14 Daniel journeyed to the hallway. +15 Is Sandra in the kitchen? yes 13 +1 Daniel moved to the garden. +2 Daniel went to the hallway. +3 Is Daniel in the bathroom? no 2 +4 Daniel went to the bathroom. +5 Daniel grabbed the apple there. +6 Is Daniel in the bathroom? yes 4 +7 John moved to the kitchen. +8 Daniel dropped the apple. +9 Is John in the office? no 7 +10 Daniel moved to the office. +11 Daniel journeyed to the garden. +12 Is Daniel in the garden? yes 11 +13 John journeyed to the office. +14 Daniel grabbed the milk there. +15 Is John in the office? yes 13 +1 Mary took the football there. +2 Daniel went to the garden. +3 Is Daniel in the office? no 2 +4 Mary journeyed to the kitchen. +5 John went to the kitchen. +6 Is Mary in the kitchen? yes 4 +7 Daniel went back to the bathroom. +8 Mary went back to the garden. +9 Is Mary in the office? no 8 +10 Sandra moved to the bedroom. +11 Daniel picked up the milk there. +12 Is Daniel in the hallway? no 7 +13 Daniel picked up the apple there. +14 John journeyed to the office. +15 Is John in the office? yes 14 +1 Sandra moved to the kitchen. +2 Daniel went back to the office. +3 Is Sandra in the office? no 1 +4 Sandra moved to the bathroom. +5 John took the football there. +6 Is Sandra in the kitchen? no 4 +7 Mary went back to the hallway. +8 John discarded the football. +9 Is Daniel in the hallway? no 2 +10 John picked up the football there. +11 Sandra took the milk there. +12 Is Mary in the bathroom? no 7 +13 John discarded the football. +14 Mary grabbed the apple there. +15 Daniel went to the bathroom. +16 John got the football there. +17 Is Daniel in the bathroom? yes 15 +1 Mary got the milk there. +2 Daniel picked up the football there. +3 Daniel left the football. +4 Daniel took the football there. +5 Daniel journeyed to the office. +6 Daniel went back to the garden. +7 Is Daniel in the bedroom? no 6 +8 Mary dropped the milk there. +9 Daniel put down the football there. +10 Is Daniel in the office? no 6 +11 Daniel grabbed the football there. +12 Mary journeyed to the bathroom. +13 Is Mary in the kitchen? no 12 +14 John went back to the office. +15 Mary travelled to the hallway. +16 Is Mary in the garden? no 15 +17 Sandra travelled to the kitchen. +18 John went back to the bathroom. +19 Is Sandra in the kitchen? yes 17 +1 Mary took the apple there. +2 Sandra got the milk there. +3 John travelled to the hallway. +4 Sandra put down the milk. +5 Is John in the hallway? yes 3 +6 Mary put down the apple. +7 Mary picked up the apple there. +8 Is John in the hallway? yes 3 +9 Mary went back to the garden. +10 Sandra went to the bedroom. +11 Is Mary in the garden? yes 9 +12 Mary left the apple. +13 Mary moved to the hallway. +14 Is Sandra in the bathroom? no 10 +15 Mary went to the office. +16 Sandra moved to the bathroom. +17 Is Sandra in the bathroom? yes 16 +1 Daniel journeyed to the office. +2 Daniel travelled to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 John journeyed to the office. +5 Mary went to the hallway. +6 Is John in the office? yes 4 +7 Sandra moved to the bathroom. +8 Mary went to the kitchen. +9 Is Daniel in the kitchen? yes 2 +10 Sandra moved to the kitchen. +11 Daniel went to the bedroom. +12 Is Sandra in the kitchen? yes 10 +13 Sandra travelled to the office. +14 Daniel travelled to the hallway. +15 Is Sandra in the office? yes 13 +1 Daniel moved to the hallway. +2 Mary moved to the hallway. +3 Is Daniel in the hallway? yes 1 +4 John travelled to the garden. +5 Daniel journeyed to the garden. +6 Is Daniel in the hallway? no 5 +7 John grabbed the apple there. +8 Mary travelled to the garden. +9 Is Daniel in the kitchen? no 5 +10 John put down the apple. +11 Mary went to the kitchen. +12 Is Mary in the kitchen? yes 11 +13 John took the milk there. +14 Sandra moved to the hallway. +15 Is Mary in the office? no 11 +1 Mary journeyed to the bathroom. +2 Sandra travelled to the bathroom. +3 Is Sandra in the bedroom? no 2 +4 John travelled to the garden. +5 Mary went back to the kitchen. +6 Is Mary in the hallway? no 5 +7 Sandra went back to the garden. +8 Mary got the milk there. +9 Is Sandra in the kitchen? no 7 +10 Mary grabbed the apple there. +11 Daniel travelled to the bedroom. +12 Is Sandra in the garden? yes 7 +13 Sandra travelled to the kitchen. +14 Mary travelled to the bathroom. +15 Is Daniel in the office? no 11 +1 Sandra travelled to the kitchen. +2 Mary took the football there. +3 Is Sandra in the kitchen? yes 1 +4 Mary put down the football. +5 Daniel journeyed to the bedroom. +6 Is Daniel in the bedroom? yes 5 +7 Sandra went back to the office. +8 Mary took the football there. +9 Is Sandra in the office? yes 7 +10 John journeyed to the bedroom. +11 Mary discarded the football. +12 Is Sandra in the office? yes 7 +13 Daniel got the apple there. +14 John moved to the office. +15 Is John in the office? yes 14 +1 Daniel went to the bedroom. +2 John went to the bedroom. +3 Is John in the office? no 2 +4 Sandra travelled to the office. +5 Sandra moved to the bedroom. +6 Is Sandra in the bedroom? yes 5 +7 John journeyed to the garden. +8 John went to the bathroom. +9 Is John in the bathroom? yes 8 +10 Sandra moved to the kitchen. +11 Sandra picked up the milk there. +12 Is John in the bathroom? yes 8 +13 John went to the office. +14 Mary moved to the hallway. +15 Is John in the bedroom? no 13 +1 Mary moved to the hallway. +2 Sandra went back to the hallway. +3 Is Sandra in the bedroom? no 2 +4 Sandra grabbed the apple there. +5 Mary moved to the kitchen. +6 Is Mary in the kitchen? yes 5 +7 Mary journeyed to the hallway. +8 Mary went to the garden. +9 Is Mary in the kitchen? no 8 +10 Sandra dropped the apple. +11 John moved to the hallway. +12 Is Mary in the garden? yes 8 +13 John took the apple there. +14 Mary went to the office. +15 Is Mary in the office? yes 14 +1 Sandra journeyed to the bathroom. +2 Mary journeyed to the office. +3 Is Mary in the office? yes 2 +4 Mary journeyed to the kitchen. +5 John journeyed to the bedroom. +6 Is Sandra in the garden? no 1 +7 Sandra picked up the milk there. +8 Daniel went to the office. +9 Is John in the bedroom? yes 5 +10 Sandra put down the milk. +11 Daniel went to the bathroom. +12 Is Daniel in the bathroom? yes 11 +13 John moved to the kitchen. +14 Daniel got the milk there. +15 Is Daniel in the office? no 11 +1 Daniel journeyed to the hallway. +2 Sandra went back to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 Sandra picked up the milk there. +5 Sandra discarded the milk. +6 Is Sandra in the bathroom? yes 2 +7 Sandra travelled to the garden. +8 Daniel grabbed the football there. +9 Is Sandra in the office? no 7 +10 John got the milk there. +11 Mary travelled to the office. +12 Is Sandra in the garden? yes 7 +13 John went to the garden. +14 Mary travelled to the bathroom. +15 Is Mary in the bathroom? yes 14 +1 Mary went to the bathroom. +2 Mary travelled to the kitchen. +3 Is Mary in the bedroom? no 2 +4 John went to the bedroom. +5 John got the apple there. +6 Is Mary in the kitchen? yes 2 +7 John travelled to the office. +8 Mary moved to the hallway. +9 Is Mary in the hallway? yes 8 +10 John dropped the apple. +11 John went back to the bedroom. +12 Is Mary in the garden? no 8 +13 John journeyed to the hallway. +14 John journeyed to the bathroom. +15 Is Mary in the garden? no 8 +1 Mary went to the office. +2 John grabbed the apple there. +3 Is Mary in the office? yes 1 +4 Sandra moved to the garden. +5 John left the apple. +6 Is Mary in the office? yes 1 +7 Daniel went back to the garden. +8 John took the apple there. +9 Is Sandra in the garden? yes 4 +10 Daniel went back to the bedroom. +11 John travelled to the bedroom. +12 Is Daniel in the bedroom? yes 10 +13 John grabbed the milk there. +14 John went back to the garden. +15 Is John in the garden? yes 14 +1 Sandra moved to the kitchen. +2 Daniel picked up the apple there. +3 Is Sandra in the bathroom? no 1 +4 Daniel left the apple. +5 Mary journeyed to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 Mary journeyed to the bedroom. +8 Daniel journeyed to the bedroom. +9 Is Mary in the bathroom? no 7 +10 Daniel went to the kitchen. +11 Sandra went to the hallway. +12 Is Mary in the bathroom? no 7 +13 John journeyed to the bedroom. +14 Sandra travelled to the office. +15 Is Sandra in the bathroom? no 14 +1 John travelled to the hallway. +2 Sandra moved to the hallway. +3 Is Sandra in the kitchen? no 2 +4 Sandra moved to the kitchen. +5 Sandra picked up the milk there. +6 Is John in the hallway? yes 1 +7 Sandra left the milk. +8 Sandra picked up the milk there. +9 Is Sandra in the kitchen? yes 4 +10 Sandra discarded the milk. +11 Mary moved to the bedroom. +12 Is Mary in the office? no 11 +13 Sandra travelled to the bathroom. +14 Daniel travelled to the kitchen. +15 Is Daniel in the kitchen? yes 14 +1 John travelled to the bedroom. +2 John travelled to the hallway. +3 Is John in the bedroom? no 2 +4 John went to the garden. +5 Sandra went to the garden. +6 Is John in the garden? yes 4 +7 Sandra went back to the bedroom. +8 Mary went to the bedroom. +9 Is Sandra in the bedroom? yes 7 +10 Mary journeyed to the office. +11 Sandra took the football there. +12 Is Sandra in the kitchen? no 7 +13 Mary went to the bathroom. +14 Daniel went back to the bedroom. +15 Is Mary in the bedroom? no 13 +1 John went back to the bedroom. +2 John journeyed to the office. +3 Is John in the office? yes 2 +4 Mary moved to the hallway. +5 John went back to the hallway. +6 Is Mary in the hallway? yes 4 +7 Daniel travelled to the bedroom. +8 John went back to the garden. +9 Is Daniel in the bedroom? yes 7 +10 Sandra went to the bathroom. +11 Daniel travelled to the garden. +12 Is Daniel in the hallway? no 11 +13 Sandra got the apple there. +14 Daniel travelled to the office. +15 Is Daniel in the office? yes 14 +1 Daniel went back to the kitchen. +2 Daniel went back to the bathroom. +3 Is Daniel in the hallway? no 2 +4 Mary moved to the bedroom. +5 Mary took the football there. +6 Is Daniel in the garden? no 2 +7 Daniel travelled to the office. +8 Daniel journeyed to the bedroom. +9 Is Daniel in the bathroom? no 8 +10 Mary went to the hallway. +11 John travelled to the bedroom. +12 Is Mary in the hallway? yes 10 +13 Sandra went to the bathroom. +14 Mary discarded the football. +15 Is Mary in the hallway? yes 10 +1 Mary travelled to the office. +2 Sandra travelled to the hallway. +3 Is Mary in the kitchen? no 1 +4 Sandra travelled to the garden. +5 John travelled to the bathroom. +6 Is Sandra in the bathroom? no 4 +7 Sandra took the milk there. +8 Sandra journeyed to the hallway. +9 Is Sandra in the hallway? yes 8 +10 Sandra discarded the milk. +11 Sandra travelled to the office. +12 Is Sandra in the bedroom? no 11 +13 John journeyed to the hallway. +14 Daniel went to the garden. +15 Is Sandra in the office? yes 11 +1 Sandra journeyed to the hallway. +2 John went back to the office. +3 Is John in the bathroom? no 2 +4 John journeyed to the hallway. +5 John journeyed to the kitchen. +6 Is Sandra in the garden? no 1 +7 John moved to the bedroom. +8 John journeyed to the kitchen. +9 Is John in the kitchen? yes 8 +10 Sandra went to the bathroom. +11 John got the football there. +12 Is John in the kitchen? yes 8 +13 Daniel journeyed to the garden. +14 John discarded the football. +15 Is Daniel in the garden? yes 13 +1 John journeyed to the garden. +2 Sandra took the football there. +3 Is John in the hallway? no 1 +4 Daniel moved to the garden. +5 Sandra moved to the bathroom. +6 Is Sandra in the garden? no 5 +7 Mary went back to the bathroom. +8 Mary went to the bedroom. +9 Is Sandra in the bathroom? yes 5 +10 Sandra left the football. +11 Daniel went to the kitchen. +12 Is Daniel in the kitchen? yes 11 +13 Mary got the apple there. +14 John went back to the hallway. +15 Is John in the bathroom? no 14 +1 John grabbed the milk there. +2 Daniel went back to the hallway. +3 Is Daniel in the bedroom? no 2 +4 Mary went back to the kitchen. +5 Mary travelled to the hallway. +6 Is Mary in the office? no 5 +7 Sandra went to the garden. +8 Daniel travelled to the office. +9 Is Daniel in the office? yes 8 +10 Sandra got the football there. +11 Daniel went to the bedroom. +12 Is Daniel in the hallway? no 11 +13 John journeyed to the hallway. +14 John moved to the bathroom. +15 Is Daniel in the kitchen? no 11 +1 Sandra picked up the apple there. +2 Mary got the football there. +3 Mary left the football. +4 Mary went to the bathroom. +5 Is Mary in the kitchen? no 4 +6 John moved to the bedroom. +7 John went back to the kitchen. +8 Is John in the office? no 7 +9 John went back to the office. +10 Sandra moved to the bathroom. +11 Is John in the office? yes 9 +12 Sandra went back to the office. +13 Mary picked up the milk there. +14 Is Sandra in the office? yes 12 +15 John travelled to the kitchen. +16 Mary left the milk. +17 Is John in the hallway? no 15 +1 Daniel moved to the garden. +2 Daniel moved to the bedroom. +3 Is Daniel in the office? no 2 +4 Mary moved to the kitchen. +5 John took the milk there. +6 Is Mary in the office? no 4 +7 Sandra went back to the hallway. +8 Daniel travelled to the bathroom. +9 Is Daniel in the bathroom? yes 8 +10 Daniel went back to the office. +11 Sandra moved to the kitchen. +12 Is Sandra in the kitchen? yes 11 +13 Daniel moved to the garden. +14 John put down the milk. +15 Is Daniel in the garden? yes 13 +1 Sandra went back to the office. +2 Sandra went to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 Sandra picked up the milk there. +5 Mary journeyed to the garden. +6 Is Sandra in the bathroom? yes 2 +7 Sandra discarded the milk. +8 Mary journeyed to the kitchen. +9 Is Sandra in the office? no 2 +10 Daniel took the apple there. +11 Daniel left the apple. +12 Is Mary in the kitchen? yes 8 +13 Mary got the apple there. +14 Mary put down the apple there. +15 Is Mary in the bedroom? no 8 +1 John travelled to the kitchen. +2 Sandra went back to the office. +3 Is John in the bedroom? no 1 +4 John journeyed to the garden. +5 Sandra travelled to the kitchen. +6 Is John in the bathroom? no 4 +7 Sandra went back to the bedroom. +8 Mary went to the garden. +9 Is Sandra in the bathroom? no 7 +10 Daniel picked up the milk there. +11 John travelled to the bedroom. +12 Is Mary in the garden? yes 8 +13 Sandra moved to the kitchen. +14 Daniel went back to the hallway. +15 Is John in the bedroom? yes 11 +1 Daniel travelled to the office. +2 Daniel travelled to the hallway. +3 Is Daniel in the hallway? yes 2 +4 John went back to the kitchen. +5 John moved to the garden. +6 Is Daniel in the bedroom? no 2 +7 Mary went to the office. +8 Daniel went back to the bathroom. +9 Is Daniel in the bathroom? yes 8 +10 Sandra moved to the hallway. +11 John went to the office. +12 Is Mary in the office? yes 7 +13 Mary went to the kitchen. +14 John went back to the bathroom. +15 Is John in the kitchen? no 14 +1 Daniel travelled to the office. +2 Mary journeyed to the office. +3 Is Mary in the office? yes 2 +4 John journeyed to the bathroom. +5 Mary moved to the garden. +6 Is John in the garden? no 4 +7 Mary picked up the apple there. +8 John grabbed the milk there. +9 Is John in the bathroom? yes 4 +10 Mary discarded the apple. +11 Daniel travelled to the hallway. +12 Is Daniel in the office? no 11 +13 Sandra moved to the bathroom. +14 John dropped the milk. +15 Is Daniel in the garden? no 11 +1 John went to the bedroom. +2 Daniel travelled to the office. +3 Is John in the hallway? no 1 +4 Mary journeyed to the kitchen. +5 Mary moved to the bathroom. +6 Is Daniel in the office? yes 2 +7 Mary went to the bedroom. +8 Mary journeyed to the hallway. +9 Is Mary in the hallway? yes 8 +10 Sandra went to the kitchen. +11 Daniel journeyed to the hallway. +12 Is Mary in the office? no 8 +13 Sandra travelled to the hallway. +14 Mary went back to the bathroom. +15 Is Mary in the bathroom? yes 14 +1 John got the milk there. +2 Sandra went to the bathroom. +3 Is Sandra in the bedroom? no 2 +4 John left the milk. +5 Sandra travelled to the bedroom. +6 Is Sandra in the bedroom? yes 5 +7 Daniel got the apple there. +8 John travelled to the bathroom. +9 Is Sandra in the office? no 5 +10 Mary moved to the hallway. +11 Mary took the milk there. +12 Is Mary in the hallway? yes 10 +13 Mary put down the milk there. +14 Mary took the milk there. +15 Is Mary in the bathroom? no 10 +1 Mary went back to the bedroom. +2 Daniel travelled to the bathroom. +3 Is Mary in the garden? no 1 +4 Mary moved to the office. +5 John went to the bedroom. +6 Is Mary in the office? yes 4 +7 Sandra journeyed to the bathroom. +8 Daniel got the milk there. +9 Is Mary in the bedroom? no 4 +10 Sandra went to the bedroom. +11 Daniel dropped the milk. +12 Is Sandra in the hallway? no 10 +13 Mary journeyed to the bedroom. +14 Mary moved to the office. +15 Is Sandra in the bedroom? yes 10 +1 John picked up the milk there. +2 Daniel moved to the kitchen. +3 Is Daniel in the bathroom? no 2 +4 Mary moved to the bedroom. +5 John went to the office. +6 Is Daniel in the hallway? no 2 +7 Mary travelled to the bathroom. +8 John dropped the milk. +9 Is Daniel in the kitchen? yes 2 +10 John went back to the hallway. +11 John went back to the garden. +12 Is John in the garden? yes 11 +13 John went to the bathroom. +14 Sandra journeyed to the bathroom. +15 Is John in the bathroom? yes 13 +1 John went back to the kitchen. +2 Daniel grabbed the apple there. +3 Is John in the kitchen? yes 1 +4 Daniel left the apple. +5 Daniel picked up the apple there. +6 Is John in the garden? no 1 +7 Daniel journeyed to the kitchen. +8 Daniel discarded the apple. +9 Is Daniel in the kitchen? yes 7 +10 Daniel took the apple there. +11 Mary went to the office. +12 Is Daniel in the hallway? no 7 +13 Mary took the football there. +14 Daniel journeyed to the bathroom. +15 Is Daniel in the garden? no 14 +1 Mary went to the bathroom. +2 Sandra went to the bedroom. +3 Is Mary in the bedroom? no 1 +4 Sandra moved to the garden. +5 Sandra journeyed to the bathroom. +6 Is Mary in the bedroom? no 1 +7 Sandra got the football there. +8 Daniel travelled to the kitchen. +9 Is Daniel in the bedroom? no 8 +10 Sandra dropped the football there. +11 Sandra picked up the football there. +12 Is Daniel in the kitchen? yes 8 +13 Sandra journeyed to the hallway. +14 Mary journeyed to the office. +15 Is Daniel in the kitchen? yes 8 +1 Sandra travelled to the office. +2 Sandra travelled to the garden. +3 Is Sandra in the garden? yes 2 +4 Daniel journeyed to the bathroom. +5 John grabbed the football there. +6 Is Sandra in the garden? yes 2 +7 Daniel went to the office. +8 John discarded the football. +9 Is Daniel in the office? yes 7 +10 John journeyed to the bedroom. +11 Mary picked up the milk there. +12 Is Daniel in the office? yes 7 +13 Daniel journeyed to the hallway. +14 Sandra grabbed the apple there. +15 Is John in the garden? no 10 +1 John went back to the hallway. +2 John travelled to the office. +3 Is John in the office? yes 2 +4 Sandra journeyed to the garden. +5 John moved to the garden. +6 Is John in the hallway? no 5 +7 Sandra journeyed to the hallway. +8 Daniel travelled to the bedroom. +9 Is John in the garden? yes 5 +10 Daniel travelled to the hallway. +11 Mary went to the garden. +12 Is Mary in the garden? yes 11 +13 John travelled to the bathroom. +14 John went to the kitchen. +15 Is John in the kitchen? yes 14 +1 Daniel went back to the hallway. +2 Mary got the football there. +3 Is Daniel in the office? no 1 +4 Mary got the apple there. +5 Mary went back to the garden. +6 Is Mary in the office? no 5 +7 John travelled to the office. +8 Sandra went to the bathroom. +9 Is Mary in the garden? yes 5 +10 Mary left the football. +11 Sandra went back to the kitchen. +12 Is John in the bedroom? no 7 +13 John got the milk there. +14 Sandra went back to the office. +15 Is Sandra in the office? yes 14 +1 John went back to the garden. +2 Mary journeyed to the bathroom. +3 Is John in the bedroom? no 1 +4 Sandra went to the bathroom. +5 Daniel journeyed to the bedroom. +6 Is John in the garden? yes 1 +7 John went back to the bedroom. +8 Daniel went to the kitchen. +9 Is Sandra in the bathroom? yes 4 +10 Daniel took the football there. +11 Daniel discarded the football. +12 Is Daniel in the garden? no 8 +13 John travelled to the garden. +14 Daniel went back to the bathroom. +15 Is Daniel in the bathroom? yes 14 +1 John picked up the football there. +2 Daniel travelled to the hallway. +3 Is Daniel in the office? no 2 +4 Mary travelled to the garden. +5 John discarded the football. +6 Is Daniel in the hallway? yes 2 +7 John travelled to the kitchen. +8 Mary travelled to the kitchen. +9 Is Daniel in the hallway? yes 2 +10 Daniel took the football there. +11 Mary journeyed to the office. +12 Is Mary in the bedroom? no 11 +13 John journeyed to the office. +14 Sandra went to the bathroom. +15 Is Mary in the kitchen? no 11 +1 Daniel moved to the office. +2 Daniel travelled to the bedroom. +3 Is Daniel in the office? no 2 +4 Daniel journeyed to the hallway. +5 Mary journeyed to the garden. +6 Is Daniel in the hallway? yes 4 +7 Sandra got the apple there. +8 Sandra went back to the kitchen. +9 Is Sandra in the hallway? no 8 +10 Daniel got the milk there. +11 Mary picked up the football there. +12 Is Sandra in the kitchen? yes 8 +13 John went to the kitchen. +14 Mary moved to the office. +15 Is Sandra in the kitchen? yes 8 +1 Daniel journeyed to the bedroom. +2 Sandra travelled to the kitchen. +3 Is Daniel in the bedroom? yes 1 +4 John moved to the kitchen. +5 Daniel moved to the kitchen. +6 Is John in the kitchen? yes 4 +7 Daniel went back to the garden. +8 John went to the bedroom. +9 Is John in the bedroom? yes 8 +10 John went back to the kitchen. +11 Daniel travelled to the kitchen. +12 Is John in the garden? no 10 +13 Daniel journeyed to the garden. +14 Daniel took the football there. +15 Is Daniel in the garden? yes 13 +1 Mary went back to the hallway. +2 Sandra grabbed the apple there. +3 Is Mary in the office? no 1 +4 John went back to the office. +5 Sandra discarded the apple. +6 Is Mary in the hallway? yes 1 +7 John got the football there. +8 John left the football there. +9 Is John in the garden? no 4 +10 John grabbed the football there. +11 Mary got the milk there. +12 John put down the football. +13 Daniel went to the bathroom. +14 Is Daniel in the garden? no 13 +15 Daniel journeyed to the bedroom. +16 Sandra went to the kitchen. +17 Is Daniel in the bedroom? yes 15 +1 Mary went to the bedroom. +2 Mary took the apple there. +3 Is Mary in the bedroom? yes 1 +4 Sandra went to the office. +5 Daniel went back to the bedroom. +6 Is Mary in the bedroom? yes 1 +7 Mary went back to the office. +8 John went to the kitchen. +9 Is Daniel in the bedroom? yes 5 +10 John got the milk there. +11 Sandra moved to the bathroom. +12 Is Mary in the office? yes 7 +13 Sandra moved to the bedroom. +14 John travelled to the bedroom. +15 Is Sandra in the garden? no 13 +1 Sandra picked up the apple there. +2 John journeyed to the kitchen. +3 Is John in the kitchen? yes 2 +4 Daniel grabbed the football there. +5 Daniel dropped the football. +6 Is John in the bedroom? no 2 +7 Daniel moved to the hallway. +8 Sandra moved to the hallway. +9 Is Sandra in the kitchen? no 8 +10 Mary went to the office. +11 Sandra travelled to the office. +12 Is Mary in the office? yes 10 +13 Mary went back to the bedroom. +14 Sandra journeyed to the garden. +15 Is Mary in the bedroom? yes 13 +1 John moved to the kitchen. +2 Daniel took the apple there. +3 Is John in the kitchen? yes 1 +4 Mary went to the kitchen. +5 Mary took the milk there. +6 Is John in the garden? no 1 +7 Mary dropped the milk. +8 Daniel grabbed the milk there. +9 Is Mary in the kitchen? yes 4 +10 Mary moved to the bedroom. +11 Daniel journeyed to the bathroom. +12 Is Mary in the bedroom? yes 10 +13 Daniel dropped the apple. +14 Daniel moved to the office. +15 Is Mary in the bedroom? yes 10 +1 Mary picked up the milk there. +2 John journeyed to the bathroom. +3 Is John in the bathroom? yes 2 +4 Mary put down the milk. +5 Daniel took the football there. +6 Is John in the garden? no 2 +7 Mary picked up the milk there. +8 John went back to the office. +9 Is John in the office? yes 8 +10 Mary discarded the milk. +11 Sandra picked up the apple there. +12 Is John in the office? yes 8 +13 John grabbed the milk there. +14 Daniel went to the bedroom. +15 Is John in the office? yes 8 +1 Mary went to the bathroom. +2 Daniel took the milk there. +3 Is Mary in the bathroom? yes 1 +4 Daniel took the football there. +5 Daniel discarded the milk. +6 Is Mary in the bathroom? yes 1 +7 Sandra picked up the milk there. +8 Daniel dropped the football. +9 Daniel journeyed to the garden. +10 Daniel went to the office. +11 Is Daniel in the kitchen? no 10 +12 Sandra picked up the football there. +13 Sandra moved to the bathroom. +14 Is Daniel in the garden? no 10 +15 Mary went to the bedroom. +16 Daniel went to the garden. +17 Is Daniel in the office? no 16 +1 John went back to the office. +2 John travelled to the hallway. +3 Is John in the hallway? yes 2 +4 Sandra journeyed to the garden. +5 Sandra went to the office. +6 Is John in the hallway? yes 2 +7 Sandra moved to the kitchen. +8 Sandra got the milk there. +9 Is Sandra in the office? no 7 +10 John moved to the bedroom. +11 Mary journeyed to the kitchen. +12 Is Mary in the bedroom? no 11 +13 Daniel moved to the bathroom. +14 John moved to the garden. +15 Is John in the bathroom? no 14 +1 John took the apple there. +2 Sandra travelled to the kitchen. +3 Is Sandra in the office? no 2 +4 John travelled to the bathroom. +5 Daniel took the football there. +6 Is Sandra in the garden? no 2 +7 Sandra travelled to the garden. +8 John took the milk there. +9 Is Sandra in the kitchen? no 7 +10 Sandra went back to the kitchen. +11 John moved to the garden. +12 Is Sandra in the garden? no 10 +13 Daniel left the football. +14 Daniel picked up the football there. +15 Is Sandra in the bedroom? no 10 +1 Mary picked up the football there. +2 Mary picked up the milk there. +3 Mary left the milk there. +4 John moved to the hallway. +5 Is John in the kitchen? no 4 +6 Mary discarded the football. +7 Sandra went to the kitchen. +8 Is Sandra in the kitchen? yes 7 +9 Mary moved to the office. +10 Mary journeyed to the garden. +11 Is Sandra in the bathroom? no 7 +12 Mary moved to the kitchen. +13 John moved to the bedroom. +14 Is Mary in the garden? no 12 +15 Sandra travelled to the garden. +16 Sandra journeyed to the office. +17 Is Sandra in the office? yes 16 +1 Sandra travelled to the kitchen. +2 Sandra journeyed to the hallway. +3 Is Sandra in the hallway? yes 2 +4 Mary journeyed to the hallway. +5 John moved to the hallway. +6 Is Sandra in the hallway? yes 2 +7 Daniel journeyed to the hallway. +8 Daniel travelled to the bathroom. +9 Is Daniel in the office? no 8 +10 Mary went back to the kitchen. +11 Sandra went to the garden. +12 Is Mary in the kitchen? yes 10 +13 Mary went back to the bedroom. +14 John moved to the kitchen. +15 Is Mary in the bedroom? yes 13 +1 Daniel went to the bedroom. +2 Mary moved to the kitchen. +3 Is Daniel in the hallway? no 1 +4 Mary got the football there. +5 Daniel went back to the office. +6 Is Mary in the kitchen? yes 2 +7 Mary went back to the bedroom. +8 Daniel moved to the kitchen. +9 Is Mary in the bedroom? yes 7 +10 Sandra moved to the bathroom. +11 Daniel journeyed to the hallway. +12 Is Sandra in the kitchen? no 10 +13 Daniel grabbed the milk there. +14 John journeyed to the hallway. +15 Is John in the hallway? yes 14 +1 John travelled to the office. +2 John moved to the bathroom. +3 Is John in the bathroom? yes 2 +4 Mary moved to the garden. +5 Daniel took the football there. +6 Is Mary in the hallway? no 4 +7 Daniel left the football there. +8 Sandra went to the bedroom. +9 Is Sandra in the office? no 8 +10 Sandra got the football there. +11 John travelled to the kitchen. +12 Is John in the hallway? no 11 +13 Daniel went back to the kitchen. +14 Mary got the apple there. +15 Is John in the kitchen? yes 11 +1 John travelled to the hallway. +2 Sandra journeyed to the kitchen. +3 Is John in the hallway? yes 1 +4 John went back to the bathroom. +5 Daniel picked up the milk there. +6 Is Sandra in the bedroom? no 2 +7 Sandra went back to the office. +8 Daniel went back to the bedroom. +9 Is Sandra in the bathroom? no 7 +10 John went back to the hallway. +11 John went back to the kitchen. +12 Is John in the kitchen? yes 11 +13 Mary journeyed to the bedroom. +14 Mary journeyed to the office. +15 Is John in the kitchen? yes 11 +1 Sandra took the football there. +2 Sandra journeyed to the office. +3 Is Sandra in the kitchen? no 2 +4 Daniel went back to the kitchen. +5 Sandra went to the bathroom. +6 Is Sandra in the bathroom? yes 5 +7 Sandra moved to the office. +8 Sandra dropped the football there. +9 Is Sandra in the office? yes 7 +10 Daniel went to the office. +11 Daniel moved to the bathroom. +12 Is Sandra in the bedroom? no 7 +13 Sandra moved to the garden. +14 Daniel moved to the garden. +15 Is Daniel in the garden? yes 14 +1 Sandra went to the office. +2 Daniel moved to the bathroom. +3 Is Sandra in the office? yes 1 +4 Mary travelled to the garden. +5 John moved to the office. +6 Is John in the office? yes 5 +7 Daniel went to the office. +8 Sandra journeyed to the bedroom. +9 Is Daniel in the bedroom? no 7 +10 Sandra moved to the garden. +11 Mary grabbed the milk there. +12 Is Daniel in the garden? no 7 +13 Daniel moved to the garden. +14 Daniel went back to the bathroom. +15 Is Daniel in the office? no 14 +1 Daniel went to the bedroom. +2 Sandra went to the bathroom. +3 Is Daniel in the garden? no 1 +4 Sandra went back to the garden. +5 Mary went back to the bathroom. +6 Is Mary in the garden? no 5 +7 Sandra took the apple there. +8 Sandra travelled to the office. +9 Is Sandra in the bathroom? no 8 +10 Sandra journeyed to the bathroom. +11 Daniel went to the hallway. +12 Is Daniel in the kitchen? no 11 +13 Daniel went back to the bathroom. +14 Mary travelled to the office. +15 Is Daniel in the bathroom? yes 13 +1 John went back to the hallway. +2 Mary moved to the bathroom. +3 Is John in the kitchen? no 1 +4 Mary got the milk there. +5 Sandra went to the bathroom. +6 Is Sandra in the office? no 5 +7 Daniel journeyed to the bathroom. +8 Mary got the football there. +9 Is Sandra in the bedroom? no 5 +10 John went to the bedroom. +11 Mary journeyed to the kitchen. +12 Is John in the garden? no 10 +13 John travelled to the garden. +14 Mary travelled to the garden. +15 Is Mary in the bedroom? no 14 +1 Daniel went back to the office. +2 John moved to the kitchen. +3 Is John in the bathroom? no 2 +4 Sandra took the football there. +5 Mary travelled to the office. +6 Is Mary in the office? yes 5 +7 Daniel journeyed to the kitchen. +8 Daniel went back to the hallway. +9 Is Daniel in the bedroom? no 8 +10 Mary travelled to the bathroom. +11 Sandra went back to the bedroom. +12 Is Mary in the bathroom? yes 10 +13 Sandra discarded the football. +14 Sandra got the football there. +15 Is Daniel in the hallway? yes 8 +1 John went to the hallway. +2 Mary travelled to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 Daniel journeyed to the bedroom. +5 Mary went to the kitchen. +6 Is John in the bathroom? no 1 +7 Sandra took the apple there. +8 Daniel travelled to the kitchen. +9 Is Daniel in the garden? no 8 +10 John journeyed to the kitchen. +11 Sandra moved to the garden. +12 Is Daniel in the kitchen? yes 8 +13 Sandra put down the apple. +14 Daniel moved to the office. +15 Is John in the kitchen? yes 10 +1 John journeyed to the office. +2 Mary moved to the garden. +3 Is Mary in the office? no 2 +4 John went to the kitchen. +5 Daniel moved to the bathroom. +6 Is John in the office? no 4 +7 Daniel moved to the garden. +8 John went back to the office. +9 Is John in the kitchen? no 8 +10 Mary went back to the bathroom. +11 Mary took the football there. +12 Is Daniel in the garden? yes 7 +13 Sandra moved to the bedroom. +14 Mary discarded the football. +15 Is Sandra in the bedroom? yes 13 +1 Mary grabbed the apple there. +2 Daniel took the milk there. +3 Mary put down the apple. +4 Mary got the apple there. +5 Daniel left the milk there. +6 Mary put down the apple. +7 John went to the kitchen. +8 Sandra went back to the bedroom. +9 Is John in the bedroom? no 7 +10 Daniel went back to the garden. +11 John picked up the football there. +12 Is Sandra in the hallway? no 8 +13 John put down the football. +14 Mary grabbed the apple there. +15 Is Daniel in the garden? yes 10 +16 John picked up the football there. +17 John discarded the football there. +18 Daniel moved to the office. +19 Mary journeyed to the bedroom. +20 Is Mary in the bedroom? yes 19 +21 Mary journeyed to the kitchen. +22 Daniel travelled to the bathroom. +23 Is Daniel in the bathroom? yes 22 +1 John journeyed to the bedroom. +2 Sandra travelled to the office. +3 Is John in the bedroom? yes 1 +4 John journeyed to the garden. +5 Sandra got the apple there. +6 Is Sandra in the bathroom? no 2 +7 Sandra put down the apple. +8 Sandra took the apple there. +9 Is Sandra in the office? yes 2 +10 Mary went back to the bathroom. +11 Sandra went to the bedroom. +12 Is Sandra in the kitchen? no 11 +13 Daniel went to the bathroom. +14 John picked up the milk there. +15 Is Sandra in the kitchen? no 11 +1 Mary journeyed to the bedroom. +2 John travelled to the garden. +3 Is John in the garden? yes 2 +4 Daniel grabbed the milk there. +5 John went back to the kitchen. +6 Is John in the hallway? no 5 +7 Mary travelled to the hallway. +8 Daniel put down the milk. +9 Is John in the kitchen? yes 5 +10 John moved to the garden. +11 Sandra went back to the hallway. +12 Is Sandra in the garden? no 11 +13 Mary went back to the garden. +14 Sandra moved to the kitchen. +15 Is John in the kitchen? no 10 +1 John went back to the garden. +2 Sandra went back to the garden. +3 Is John in the office? no 1 +4 Daniel went back to the bathroom. +5 Daniel went back to the kitchen. +6 Is Daniel in the kitchen? yes 5 +7 John moved to the office. +8 Sandra went to the bedroom. +9 Is Sandra in the office? no 8 +10 Sandra journeyed to the garden. +11 John grabbed the milk there. +12 Is Sandra in the garden? yes 10 +13 Daniel moved to the garden. +14 Sandra went back to the kitchen. +15 Is Sandra in the kitchen? yes 14 +1 Daniel went back to the hallway. +2 Mary moved to the office. +3 Is Mary in the office? yes 2 +4 Sandra moved to the hallway. +5 Daniel went back to the kitchen. +6 Is Mary in the office? yes 2 +7 Sandra travelled to the garden. +8 Daniel grabbed the apple there. +9 Is Daniel in the hallway? no 5 +10 Sandra went back to the bedroom. +11 Mary journeyed to the kitchen. +12 Is Mary in the kitchen? yes 11 +13 Sandra travelled to the bathroom. +14 Daniel discarded the apple there. +15 Is Sandra in the bathroom? yes 13 +1 Mary grabbed the milk there. +2 Daniel went to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 John grabbed the apple there. +5 Sandra took the football there. +6 Is Daniel in the bedroom? no 2 +7 John moved to the bedroom. +8 Mary went to the bedroom. +9 Is Daniel in the office? no 2 +10 Mary left the milk there. +11 John left the apple there. +12 Is John in the bedroom? yes 7 +13 Daniel went back to the bedroom. +14 Daniel moved to the office. +15 Is Daniel in the garden? no 14 +1 Daniel journeyed to the garden. +2 Sandra went to the hallway. +3 Is Sandra in the bedroom? no 2 +4 Mary journeyed to the bathroom. +5 Mary journeyed to the office. +6 Is Mary in the bathroom? no 5 +7 Mary travelled to the kitchen. +8 Sandra grabbed the apple there. +9 Is Sandra in the hallway? yes 2 +10 Daniel went to the bathroom. +11 Sandra got the football there. +12 Is Mary in the kitchen? yes 7 +13 Sandra moved to the bedroom. +14 Sandra dropped the apple. +15 Is Sandra in the bedroom? yes 13 +1 Mary travelled to the bedroom. +2 Sandra moved to the office. +3 Is Sandra in the office? yes 2 +4 Sandra moved to the bathroom. +5 Sandra travelled to the kitchen. +6 Is Sandra in the kitchen? yes 5 +7 Daniel travelled to the office. +8 Sandra got the milk there. +9 Is Sandra in the kitchen? yes 5 +10 John went back to the garden. +11 John picked up the football there. +12 Is Daniel in the office? yes 7 +13 Sandra travelled to the bathroom. +14 Sandra picked up the apple there. +15 Is John in the garden? yes 10 +1 Sandra went to the garden. +2 Daniel went back to the bedroom. +3 Is Sandra in the garden? yes 1 +4 John went to the bedroom. +5 Daniel went back to the kitchen. +6 Is Daniel in the office? no 5 +7 Daniel travelled to the office. +8 John picked up the apple there. +9 Is John in the bedroom? yes 4 +10 John dropped the apple. +11 John grabbed the football there. +12 Is Daniel in the office? yes 7 +13 John put down the football. +14 Sandra moved to the office. +15 Is Sandra in the bathroom? no 14 +1 Sandra journeyed to the bedroom. +2 Daniel took the apple there. +3 Is Sandra in the bedroom? yes 1 +4 Daniel put down the apple. +5 Daniel picked up the apple there. +6 Is Sandra in the bedroom? yes 1 +7 Sandra travelled to the office. +8 Mary journeyed to the bathroom. +9 Is Sandra in the hallway? no 7 +10 Sandra got the football there. +11 Daniel put down the apple. +12 Is Mary in the bathroom? yes 8 +13 Mary journeyed to the bedroom. +14 Mary travelled to the office. +15 Is Mary in the hallway? no 14 +1 Sandra took the football there. +2 Sandra put down the football. +3 Sandra moved to the bathroom. +4 John got the football there. +5 Is Sandra in the kitchen? no 3 +6 John travelled to the garden. +7 John dropped the football. +8 Is Sandra in the office? no 3 +9 Daniel went back to the hallway. +10 John travelled to the office. +11 Is John in the hallway? no 10 +12 Sandra went to the bedroom. +13 Mary went back to the hallway. +14 Is Daniel in the bedroom? no 9 +15 John moved to the kitchen. +16 Mary moved to the kitchen. +17 Is Mary in the office? no 16 +1 Mary went back to the bedroom. +2 Daniel travelled to the hallway. +3 Is Mary in the bathroom? no 1 +4 Mary journeyed to the kitchen. +5 Mary journeyed to the office. +6 Is Mary in the office? yes 5 +7 John got the apple there. +8 John put down the apple. +9 Is Daniel in the hallway? yes 2 +10 Sandra moved to the garden. +11 John moved to the bathroom. +12 Is Mary in the bathroom? no 5 +13 John travelled to the office. +14 Sandra moved to the bathroom. +15 Is John in the bathroom? no 13 +1 Daniel moved to the kitchen. +2 Sandra got the apple there. +3 Is Daniel in the hallway? no 1 +4 Sandra discarded the apple there. +5 Daniel journeyed to the bathroom. +6 Is Daniel in the kitchen? no 5 +7 Mary went back to the kitchen. +8 John moved to the garden. +9 Is Daniel in the office? no 5 +10 John picked up the football there. +11 Sandra picked up the apple there. +12 Is Daniel in the bedroom? no 5 +13 Daniel travelled to the hallway. +14 Sandra dropped the apple. +15 Is Daniel in the hallway? yes 13 +1 Sandra went back to the kitchen. +2 John went to the garden. +3 Is John in the garden? yes 2 +4 Sandra went to the garden. +5 Sandra journeyed to the hallway. +6 Is John in the bedroom? no 2 +7 Mary moved to the bedroom. +8 John went to the office. +9 Is Sandra in the hallway? yes 5 +10 Sandra journeyed to the bathroom. +11 Sandra went to the bedroom. +12 Is Sandra in the hallway? no 11 +13 Sandra travelled to the bathroom. +14 John went back to the bedroom. +15 Is Sandra in the kitchen? no 13 +1 Mary journeyed to the kitchen. +2 John went to the office. +3 Is Mary in the kitchen? yes 1 +4 John travelled to the hallway. +5 Daniel picked up the apple there. +6 Is Mary in the kitchen? yes 1 +7 John travelled to the bathroom. +8 Sandra journeyed to the garden. +9 Is John in the kitchen? no 7 +10 John took the milk there. +11 Daniel discarded the apple. +12 Is Sandra in the garden? yes 8 +13 Daniel got the apple there. +14 Daniel discarded the apple there. +15 Is Sandra in the office? no 8 +1 Daniel grabbed the football there. +2 Sandra journeyed to the bathroom. +3 Is Sandra in the office? no 2 +4 John travelled to the bedroom. +5 Daniel went to the hallway. +6 Is Daniel in the office? no 5 +7 Mary journeyed to the office. +8 Daniel went to the bathroom. +9 Is John in the bedroom? yes 4 +10 Daniel travelled to the garden. +11 Daniel picked up the milk there. +12 Is Daniel in the bathroom? no 10 +13 Mary got the apple there. +14 Daniel put down the milk. +15 Is Daniel in the kitchen? no 10 +1 Daniel went to the office. +2 Mary went back to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 Mary took the apple there. +5 Mary went to the kitchen. +6 Is Mary in the bathroom? no 5 +7 Sandra journeyed to the hallway. +8 Mary left the apple. +9 Is Mary in the hallway? no 5 +10 Mary got the apple there. +11 John went to the bathroom. +12 Is Sandra in the bedroom? no 7 +13 John moved to the bedroom. +14 Mary moved to the hallway. +15 Is Mary in the garden? no 14 +1 Sandra went to the hallway. +2 Sandra journeyed to the garden. +3 Is Sandra in the office? no 2 +4 John travelled to the garden. +5 Sandra moved to the office. +6 Is John in the kitchen? no 4 +7 Sandra moved to the kitchen. +8 John picked up the football there. +9 Is Sandra in the kitchen? yes 7 +10 Sandra travelled to the office. +11 Daniel journeyed to the kitchen. +12 Is Sandra in the office? yes 10 +13 Mary went back to the office. +14 Sandra went back to the garden. +15 Is Sandra in the bathroom? no 14 +1 Daniel got the football there. +2 Daniel travelled to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 John journeyed to the kitchen. +5 Daniel went back to the garden. +6 Is Daniel in the garden? yes 5 +7 Sandra travelled to the bathroom. +8 Sandra moved to the kitchen. +9 Is Sandra in the office? no 8 +10 John journeyed to the bathroom. +11 John went to the garden. +12 Is Daniel in the garden? yes 5 +13 Mary went back to the garden. +14 Daniel travelled to the kitchen. +15 Is John in the garden? yes 11 +1 Daniel took the apple there. +2 Mary journeyed to the bathroom. +3 Is Mary in the garden? no 2 +4 Daniel put down the apple there. +5 Sandra journeyed to the office. +6 Is Sandra in the kitchen? no 5 +7 Daniel went back to the kitchen. +8 Sandra went to the hallway. +9 Is Sandra in the bedroom? no 8 +10 Mary picked up the milk there. +11 Mary left the milk there. +12 Is Daniel in the kitchen? yes 7 +13 John picked up the apple there. +14 Sandra went back to the kitchen. +15 Is Sandra in the bedroom? no 14 +1 Mary went to the garden. +2 John travelled to the bedroom. +3 Is John in the bedroom? yes 2 +4 Mary travelled to the bathroom. +5 Sandra went back to the kitchen. +6 Is John in the bedroom? yes 2 +7 John travelled to the hallway. +8 Mary moved to the office. +9 Is Mary in the office? yes 8 +10 John went to the garden. +11 Daniel picked up the football there. +12 Is Mary in the bathroom? no 8 +13 John took the milk there. +14 John went to the hallway. +15 Is Mary in the garden? no 8 +1 John travelled to the kitchen. +2 Mary travelled to the hallway. +3 Is Mary in the garden? no 2 +4 Daniel moved to the hallway. +5 John went to the garden. +6 Is Mary in the hallway? yes 2 +7 Sandra travelled to the office. +8 John picked up the milk there. +9 Is Sandra in the bathroom? no 7 +10 John left the milk. +11 Sandra went back to the hallway. +12 Is John in the garden? yes 5 +13 John picked up the milk there. +14 Daniel journeyed to the bathroom. +15 Is Daniel in the hallway? no 14 +1 John moved to the bedroom. +2 John travelled to the office. +3 Is John in the garden? no 2 +4 John moved to the garden. +5 John travelled to the bathroom. +6 Is John in the kitchen? no 5 +7 Mary got the apple there. +8 Daniel travelled to the hallway. +9 Is John in the bathroom? yes 5 +10 Mary dropped the apple there. +11 Mary went to the hallway. +12 Is John in the bathroom? yes 5 +13 Daniel went to the bedroom. +14 Daniel journeyed to the bathroom. +15 Is Daniel in the garden? no 14 +1 Mary moved to the hallway. +2 Sandra journeyed to the bathroom. +3 Is Mary in the hallway? yes 1 +4 Sandra took the milk there. +5 John went back to the bedroom. +6 Is John in the bedroom? yes 5 +7 Sandra discarded the milk. +8 Sandra took the milk there. +9 Is John in the bedroom? yes 5 +10 Sandra left the milk. +11 Daniel took the apple there. +12 Is John in the kitchen? no 5 +13 John moved to the hallway. +14 Sandra grabbed the milk there. +15 Is John in the hallway? yes 13 +1 Mary journeyed to the bathroom. +2 Mary grabbed the football there. +3 Is Mary in the bathroom? yes 1 +4 Mary moved to the bedroom. +5 Sandra moved to the bedroom. +6 Is Sandra in the garden? no 5 +7 Mary travelled to the hallway. +8 Mary discarded the football. +9 Is Mary in the hallway? yes 7 +10 John travelled to the office. +11 Daniel journeyed to the office. +12 Is Daniel in the office? yes 11 +13 John moved to the bedroom. +14 Sandra grabbed the milk there. +15 Is John in the garden? no 13 +1 Sandra got the milk there. +2 Mary moved to the garden. +3 Is Mary in the office? no 2 +4 Sandra discarded the milk. +5 John went to the kitchen. +6 Is John in the kitchen? yes 5 +7 Mary journeyed to the kitchen. +8 John moved to the garden. +9 Is Mary in the garden? no 7 +10 John went to the bathroom. +11 John moved to the bedroom. +12 Is John in the bedroom? yes 11 +13 Mary journeyed to the hallway. +14 Sandra took the milk there. +15 Is Mary in the hallway? yes 13 +1 Mary moved to the kitchen. +2 Sandra went back to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Sandra went to the office. +5 Daniel went to the bathroom. +6 Is Mary in the bedroom? no 1 +7 Daniel went back to the kitchen. +8 Mary travelled to the bathroom. +9 Is Daniel in the kitchen? yes 7 +10 John moved to the bedroom. +11 Daniel moved to the garden. +12 Is John in the bedroom? yes 10 +13 Mary moved to the hallway. +14 Mary took the football there. +15 Is Mary in the kitchen? no 13 +1 Mary got the apple there. +2 Mary went to the office. +3 Is Mary in the bedroom? no 2 +4 Daniel travelled to the bedroom. +5 Daniel went back to the kitchen. +6 Is Daniel in the kitchen? yes 5 +7 Mary journeyed to the hallway. +8 John journeyed to the bedroom. +9 Is Mary in the hallway? yes 7 +10 Mary picked up the milk there. +11 John journeyed to the bathroom. +12 Is John in the bedroom? no 11 +13 Sandra went to the hallway. +14 Daniel moved to the garden. +15 Is John in the bedroom? no 11 +1 Daniel took the football there. +2 Daniel put down the football. +3 John moved to the hallway. +4 Daniel got the football there. +5 Is John in the office? no 3 +6 Daniel travelled to the bedroom. +7 Sandra travelled to the office. +8 Is Daniel in the kitchen? no 6 +9 John picked up the milk there. +10 John journeyed to the office. +11 Is Daniel in the bedroom? yes 6 +12 Daniel journeyed to the office. +13 Sandra journeyed to the bedroom. +14 Is Daniel in the office? yes 12 +15 John moved to the bedroom. +16 Sandra travelled to the bathroom. +17 Is Sandra in the garden? no 16 +1 Daniel travelled to the kitchen. +2 Mary travelled to the garden. +3 Is Daniel in the bedroom? no 1 +4 John travelled to the office. +5 Mary moved to the bedroom. +6 Is Daniel in the office? no 1 +7 John journeyed to the garden. +8 John went to the hallway. +9 Is Mary in the kitchen? no 5 +10 John journeyed to the bathroom. +11 Sandra journeyed to the bathroom. +12 Is John in the hallway? no 10 +13 Daniel moved to the office. +14 Mary travelled to the garden. +15 Is Mary in the garden? yes 14 +1 Sandra journeyed to the office. +2 Sandra grabbed the milk there. +3 Is Sandra in the bathroom? no 1 +4 Sandra discarded the milk there. +5 John travelled to the garden. +6 Is Sandra in the office? yes 1 +7 Sandra went to the garden. +8 Mary went to the hallway. +9 Is Sandra in the garden? yes 7 +10 Daniel journeyed to the garden. +11 Daniel travelled to the bedroom. +12 Is Daniel in the kitchen? no 11 +13 Sandra picked up the apple there. +14 Sandra discarded the apple. +15 Is Mary in the hallway? yes 8 +1 Daniel journeyed to the bedroom. +2 Daniel got the milk there. +3 Is Daniel in the bedroom? yes 1 +4 Daniel went to the office. +5 John took the football there. +6 Is Daniel in the hallway? no 4 +7 John dropped the football. +8 Daniel took the football there. +9 Is Daniel in the office? yes 4 +10 Daniel travelled to the kitchen. +11 Daniel went to the bathroom. +12 Is Daniel in the bathroom? yes 11 +13 Sandra travelled to the garden. +14 Sandra travelled to the office. +15 Is Daniel in the kitchen? no 11 +1 John picked up the football there. +2 Mary journeyed to the office. +3 Is Mary in the office? yes 2 +4 John grabbed the milk there. +5 John dropped the football there. +6 Is Mary in the office? yes 2 +7 Sandra journeyed to the bathroom. +8 Sandra went back to the office. +9 Is Sandra in the bedroom? no 8 +10 John got the football there. +11 Daniel went back to the bedroom. +12 Is Sandra in the office? yes 8 +13 Mary moved to the hallway. +14 Mary went to the bedroom. +15 Is Mary in the office? no 14 +1 John travelled to the garden. +2 Sandra journeyed to the garden. +3 Is Sandra in the garden? yes 2 +4 John got the milk there. +5 John left the milk. +6 Is Sandra in the garden? yes 2 +7 Sandra got the milk there. +8 Daniel took the apple there. +9 Is Sandra in the garden? yes 2 +10 Mary went back to the bedroom. +11 Daniel discarded the apple there. +12 Is Mary in the office? no 10 +13 Daniel picked up the apple there. +14 John travelled to the kitchen. +15 Is Mary in the bedroom? yes 10 +1 Daniel moved to the kitchen. +2 John moved to the bathroom. +3 Is Daniel in the kitchen? yes 1 +4 Daniel went back to the office. +5 John went to the kitchen. +6 Is Daniel in the office? yes 4 +7 John moved to the garden. +8 Sandra went to the hallway. +9 Is Sandra in the bedroom? no 8 +10 Mary went to the bedroom. +11 Sandra moved to the bathroom. +12 Is Mary in the kitchen? no 10 +13 John moved to the hallway. +14 Mary grabbed the football there. +15 Is Sandra in the garden? no 11 +1 Sandra went back to the garden. +2 Mary picked up the apple there. +3 Is Sandra in the office? no 1 +4 Sandra travelled to the bathroom. +5 Daniel travelled to the office. +6 Is Sandra in the hallway? no 4 +7 Mary put down the apple there. +8 Mary took the apple there. +9 Is Daniel in the kitchen? no 5 +10 Mary moved to the garden. +11 John moved to the office. +12 Is Daniel in the kitchen? no 5 +13 Mary put down the apple. +14 Daniel went to the bathroom. +15 Is Daniel in the bathroom? yes 14 +1 John travelled to the kitchen. +2 John went back to the hallway. +3 Is John in the garden? no 2 +4 Mary moved to the garden. +5 Daniel journeyed to the kitchen. +6 Is Mary in the bedroom? no 4 +7 Sandra grabbed the apple there. +8 John went back to the kitchen. +9 Is Daniel in the kitchen? yes 5 +10 Mary moved to the hallway. +11 Mary went back to the office. +12 Is Daniel in the bathroom? no 5 +13 John went back to the office. +14 Mary went to the kitchen. +15 Is John in the hallway? no 13 +1 John went back to the office. +2 Mary picked up the football there. +3 Is John in the hallway? no 1 +4 Mary discarded the football there. +5 Daniel went back to the office. +6 Is John in the bedroom? no 1 +7 Mary travelled to the hallway. +8 Mary journeyed to the garden. +9 Is Mary in the bedroom? no 8 +10 Mary got the apple there. +11 Mary took the milk there. +12 Is Mary in the garden? yes 8 +13 Sandra travelled to the garden. +14 Daniel travelled to the bedroom. +15 Is Sandra in the bedroom? no 13 +1 Daniel grabbed the football there. +2 Sandra went to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Daniel put down the football. +5 Mary got the apple there. +6 Is Sandra in the bedroom? no 2 +7 Mary put down the apple there. +8 Daniel went to the office. +9 Is Sandra in the kitchen? yes 2 +10 Mary moved to the garden. +11 Sandra went to the bedroom. +12 Is Mary in the kitchen? no 10 +13 Sandra took the apple there. +14 John journeyed to the kitchen. +15 Is Daniel in the office? yes 8 +1 Daniel went to the garden. +2 Mary went to the kitchen. +3 Is Mary in the hallway? no 2 +4 Sandra got the apple there. +5 Daniel picked up the football there. +6 Is Mary in the kitchen? yes 2 +7 Daniel went back to the kitchen. +8 John went back to the bedroom. +9 Is Mary in the kitchen? yes 2 +10 John went back to the kitchen. +11 John took the milk there. +12 Is Daniel in the office? no 7 +13 John dropped the milk. +14 Daniel dropped the football. +15 Is John in the kitchen? yes 10 +1 Mary went to the office. +2 Mary journeyed to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 John went back to the office. +5 John journeyed to the bathroom. +6 Is John in the bathroom? yes 5 +7 Sandra went to the office. +8 Daniel journeyed to the bathroom. +9 Is John in the office? no 5 +10 Mary journeyed to the office. +11 Sandra took the apple there. +12 Is John in the bathroom? yes 5 +13 Sandra travelled to the garden. +14 John went back to the office. +15 Is Sandra in the garden? yes 13 +1 Mary journeyed to the office. +2 Sandra took the apple there. +3 Is Mary in the office? yes 1 +4 Sandra grabbed the milk there. +5 Mary travelled to the bedroom. +6 Is Mary in the bedroom? yes 5 +7 Daniel moved to the bathroom. +8 Daniel went to the hallway. +9 Is Daniel in the kitchen? no 8 +10 Daniel went back to the office. +11 Sandra discarded the milk. +12 Is Daniel in the bathroom? no 10 +13 Mary travelled to the bathroom. +14 Sandra discarded the apple. +15 Is Mary in the bathroom? yes 13 +1 Daniel got the apple there. +2 Daniel took the milk there. +3 Sandra journeyed to the office. +4 Mary travelled to the hallway. +5 Is Mary in the hallway? yes 4 +6 Mary travelled to the kitchen. +7 Daniel discarded the milk. +8 Is Sandra in the kitchen? no 3 +9 Mary went back to the office. +10 John journeyed to the hallway. +11 Is Mary in the hallway? no 9 +12 Mary went to the bathroom. +13 Mary journeyed to the office. +14 Is Mary in the garden? no 13 +15 Mary journeyed to the bathroom. +16 Mary moved to the hallway. +17 Is Mary in the hallway? yes 16 +1 Sandra moved to the kitchen. +2 Mary moved to the bathroom. +3 Is Mary in the garden? no 2 +4 Daniel went back to the hallway. +5 Sandra travelled to the garden. +6 Is Sandra in the hallway? no 5 +7 Mary travelled to the hallway. +8 Mary travelled to the kitchen. +9 Is Mary in the hallway? no 8 +10 Daniel moved to the office. +11 Daniel grabbed the milk there. +12 Is Sandra in the office? no 5 +13 John went to the hallway. +14 John took the apple there. +15 Is John in the garden? no 13 +1 John went to the hallway. +2 Daniel went to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Mary moved to the bedroom. +5 Daniel picked up the apple there. +6 Is John in the bedroom? no 1 +7 Daniel journeyed to the hallway. +8 Daniel put down the apple. +9 Is Daniel in the hallway? yes 7 +10 John got the apple there. +11 Mary picked up the football there. +12 Is Daniel in the hallway? yes 7 +13 Mary left the football. +14 Mary travelled to the bathroom. +15 Is Mary in the bathroom? yes 14 +1 Mary moved to the garden. +2 John journeyed to the bedroom. +3 Is John in the kitchen? no 2 +4 Mary went to the bedroom. +5 Daniel went back to the bedroom. +6 Is Daniel in the bathroom? no 5 +7 Sandra travelled to the kitchen. +8 Daniel moved to the kitchen. +9 Is Daniel in the kitchen? yes 8 +10 Mary travelled to the garden. +11 Daniel moved to the garden. +12 Is Daniel in the garden? yes 11 +13 Daniel grabbed the milk there. +14 Daniel got the football there. +15 Is Daniel in the garden? yes 11 +1 Sandra picked up the milk there. +2 John journeyed to the bedroom. +3 Is John in the hallway? no 2 +4 Daniel went to the hallway. +5 Mary travelled to the bathroom. +6 Is Daniel in the hallway? yes 4 +7 John moved to the garden. +8 Sandra picked up the apple there. +9 Is John in the garden? yes 7 +10 John went back to the bedroom. +11 Sandra put down the milk. +12 Is Mary in the bathroom? yes 5 +13 Daniel journeyed to the kitchen. +14 Sandra moved to the garden. +15 Is John in the bedroom? yes 10 +1 Sandra travelled to the bedroom. +2 Sandra went back to the hallway. +3 Is Sandra in the garden? no 2 +4 Daniel moved to the bedroom. +5 Sandra travelled to the bathroom. +6 Is Sandra in the bathroom? yes 5 +7 John grabbed the apple there. +8 Daniel travelled to the garden. +9 Is Sandra in the kitchen? no 5 +10 Sandra moved to the office. +11 John left the apple. +12 Is Daniel in the garden? yes 8 +13 John went to the office. +14 Daniel journeyed to the office. +15 Is John in the bedroom? no 13 +1 Daniel went to the kitchen. +2 Mary grabbed the apple there. +3 Is Daniel in the kitchen? yes 1 +4 Mary took the football there. +5 Mary left the apple. +6 Is Daniel in the bathroom? no 1 +7 Mary discarded the football. +8 John moved to the garden. +9 Is John in the bedroom? no 8 +10 Mary grabbed the football there. +11 Sandra went to the office. +12 Is Sandra in the kitchen? no 11 +13 John took the apple there. +14 Mary went to the hallway. +15 Is Mary in the hallway? yes 14 +1 Daniel travelled to the hallway. +2 Sandra went back to the bathroom. +3 Is Daniel in the garden? no 1 +4 John journeyed to the hallway. +5 John travelled to the bathroom. +6 Is Sandra in the garden? no 2 +7 Daniel moved to the bedroom. +8 Daniel moved to the bathroom. +9 Is Daniel in the bathroom? yes 8 +10 Sandra picked up the milk there. +11 Daniel went to the kitchen. +12 Is Daniel in the kitchen? yes 11 +13 Sandra journeyed to the office. +14 Sandra left the milk. +15 Is Sandra in the office? yes 13 +1 Sandra went back to the garden. +2 John travelled to the office. +3 Is Sandra in the bedroom? no 1 +4 Daniel moved to the garden. +5 Sandra journeyed to the bedroom. +6 Is Sandra in the bathroom? no 5 +7 Daniel moved to the bathroom. +8 Daniel journeyed to the hallway. +9 Is Daniel in the bathroom? no 8 +10 John took the football there. +11 John moved to the hallway. +12 Is Daniel in the office? no 8 +13 John left the football. +14 Sandra went to the bathroom. +15 Is John in the hallway? yes 11 +1 Sandra went back to the office. +2 Sandra went back to the bathroom. +3 Is Sandra in the office? no 2 +4 John travelled to the hallway. +5 Mary went to the office. +6 Is John in the hallway? yes 4 +7 Daniel went to the hallway. +8 John travelled to the garden. +9 Is Sandra in the hallway? no 2 +10 John journeyed to the bedroom. +11 Sandra went back to the kitchen. +12 Is Sandra in the kitchen? yes 11 +13 Sandra moved to the office. +14 Mary went back to the kitchen. +15 Is Sandra in the bedroom? no 13 +1 Mary took the football there. +2 John moved to the garden. +3 Is John in the kitchen? no 2 +4 Mary dropped the football. +5 Mary went to the bathroom. +6 Is Mary in the garden? no 5 +7 Sandra travelled to the hallway. +8 Sandra went back to the office. +9 Is Sandra in the office? yes 8 +10 Sandra got the apple there. +11 Sandra left the apple. +12 Is Sandra in the office? yes 8 +13 Daniel went to the garden. +14 John went to the bedroom. +15 Is Sandra in the office? yes 8 +1 Mary travelled to the garden. +2 Daniel journeyed to the office. +3 Is Mary in the bathroom? no 1 +4 Sandra went back to the hallway. +5 John journeyed to the kitchen. +6 Is Mary in the bedroom? no 1 +7 Daniel travelled to the garden. +8 Daniel moved to the bathroom. +9 Is Daniel in the garden? no 8 +10 Daniel journeyed to the bedroom. +11 Daniel moved to the bathroom. +12 Is Daniel in the kitchen? no 11 +13 Mary went to the hallway. +14 John moved to the office. +15 Is Mary in the hallway? yes 13 +1 John travelled to the garden. +2 Mary took the apple there. +3 Is John in the garden? yes 1 +4 John grabbed the football there. +5 Sandra went back to the kitchen. +6 Is John in the hallway? no 1 +7 Mary journeyed to the garden. +8 John left the football. +9 Is Sandra in the garden? no 5 +10 John took the football there. +11 John journeyed to the office. +12 Is Mary in the garden? yes 7 +13 Mary moved to the kitchen. +14 John went back to the bathroom. +15 Is John in the kitchen? no 14 +1 Sandra moved to the office. +2 Mary travelled to the bedroom. +3 Is Mary in the garden? no 2 +4 Daniel picked up the apple there. +5 Sandra picked up the football there. +6 Is Mary in the bedroom? yes 2 +7 Daniel went back to the bedroom. +8 Daniel discarded the apple. +9 Is Mary in the hallway? no 2 +10 Sandra discarded the football. +11 Daniel got the apple there. +12 Is Daniel in the bedroom? yes 7 +13 Sandra travelled to the bedroom. +14 Mary went back to the kitchen. +15 Is Sandra in the garden? no 13 +1 Sandra went back to the hallway. +2 Sandra got the apple there. +3 Is Sandra in the hallway? yes 1 +4 Daniel went back to the bathroom. +5 Sandra travelled to the office. +6 Is Sandra in the bedroom? no 5 +7 Daniel went to the kitchen. +8 Sandra went to the kitchen. +9 Is Daniel in the garden? no 7 +10 Sandra journeyed to the office. +11 Daniel took the football there. +12 Is Sandra in the office? yes 10 +13 Sandra took the milk there. +14 Sandra left the milk. +15 Is Sandra in the kitchen? no 10 +1 John moved to the bathroom. +2 Daniel travelled to the garden. +3 Is Daniel in the office? no 2 +4 Sandra got the football there. +5 John took the milk there. +6 Is Daniel in the bathroom? no 2 +7 John put down the milk. +8 John picked up the milk there. +9 Is Daniel in the garden? yes 2 +10 Daniel moved to the hallway. +11 Sandra discarded the football. +12 Is Daniel in the hallway? yes 10 +13 John dropped the milk. +14 Daniel went back to the bedroom. +15 Is Daniel in the bedroom? yes 14 +1 John journeyed to the hallway. +2 Daniel journeyed to the bedroom. +3 Is John in the hallway? yes 1 +4 Mary went to the kitchen. +5 John took the football there. +6 Is Daniel in the bathroom? no 2 +7 Daniel went to the kitchen. +8 Mary went back to the office. +9 Is Daniel in the kitchen? yes 7 +10 Mary went back to the garden. +11 John went back to the office. +12 Is Daniel in the bathroom? no 7 +13 John left the football. +14 John journeyed to the bedroom. +15 Is Mary in the office? no 10 +1 Mary moved to the hallway. +2 Sandra journeyed to the hallway. +3 Is Mary in the hallway? yes 1 +4 Mary journeyed to the office. +5 John travelled to the kitchen. +6 Is Mary in the office? yes 4 +7 Sandra moved to the office. +8 Daniel went back to the bathroom. +9 Is Sandra in the bathroom? no 7 +10 Mary travelled to the bedroom. +11 Daniel journeyed to the bedroom. +12 Is Sandra in the office? yes 7 +13 Sandra travelled to the kitchen. +14 Sandra journeyed to the office. +15 Is Sandra in the hallway? no 14 +1 Daniel travelled to the hallway. +2 John went to the kitchen. +3 Is Daniel in the garden? no 1 +4 Sandra travelled to the hallway. +5 John got the milk there. +6 Is Sandra in the hallway? yes 4 +7 Mary journeyed to the bathroom. +8 Sandra travelled to the kitchen. +9 Is John in the kitchen? yes 2 +10 Daniel grabbed the football there. +11 Mary moved to the hallway. +12 Is Mary in the garden? no 11 +13 Daniel went back to the kitchen. +14 John put down the milk. +15 Is Sandra in the kitchen? yes 8 +1 Daniel moved to the hallway. +2 Mary got the apple there. +3 Is Daniel in the kitchen? no 1 +4 Sandra travelled to the garden. +5 Mary dropped the apple. +6 Is Sandra in the kitchen? no 4 +7 John went back to the office. +8 John picked up the football there. +9 Is John in the hallway? no 7 +10 John dropped the football. +11 John grabbed the football there. +12 Is John in the office? yes 7 +13 Daniel got the milk there. +14 John went back to the garden. +15 Is John in the hallway? no 14 +1 Sandra took the football there. +2 John went back to the hallway. +3 Is John in the hallway? yes 2 +4 Daniel went back to the kitchen. +5 Sandra journeyed to the bedroom. +6 Is John in the hallway? yes 2 +7 Mary journeyed to the kitchen. +8 Mary took the apple there. +9 Is Mary in the garden? no 7 +10 John got the milk there. +11 John moved to the kitchen. +12 Is Sandra in the office? no 5 +13 Sandra dropped the football there. +14 Sandra travelled to the office. +15 Is John in the garden? no 11 +1 Sandra travelled to the hallway. +2 John got the milk there. +3 Is Sandra in the hallway? yes 1 +4 John took the apple there. +5 John went to the kitchen. +6 Is Sandra in the hallway? yes 1 +7 John discarded the milk. +8 John dropped the apple. +9 Is John in the garden? no 5 +10 John got the apple there. +11 Sandra moved to the garden. +12 Is Sandra in the bathroom? no 11 +13 Sandra moved to the kitchen. +14 John moved to the bathroom. +15 Is Sandra in the office? no 13 +1 Mary journeyed to the bathroom. +2 Sandra journeyed to the garden. +3 Is Mary in the bathroom? yes 1 +4 Daniel journeyed to the hallway. +5 Sandra journeyed to the bathroom. +6 Is Sandra in the bathroom? yes 5 +7 Daniel went to the kitchen. +8 Sandra went back to the office. +9 Is Daniel in the kitchen? yes 7 +10 Daniel travelled to the office. +11 Mary journeyed to the kitchen. +12 Is Daniel in the office? yes 10 +13 John travelled to the garden. +14 John journeyed to the hallway. +15 Is Daniel in the garden? no 10 +1 Mary grabbed the apple there. +2 Sandra went back to the bedroom. +3 Is Sandra in the kitchen? no 2 +4 Daniel moved to the garden. +5 Sandra journeyed to the hallway. +6 Is Sandra in the bedroom? no 5 +7 Sandra travelled to the office. +8 Mary moved to the bathroom. +9 Is Sandra in the office? yes 7 +10 John went back to the kitchen. +11 Mary went to the hallway. +12 Is Mary in the bedroom? no 11 +13 Daniel went to the bedroom. +14 Mary discarded the apple there. +15 Is John in the garden? no 10 +1 John got the football there. +2 Daniel journeyed to the hallway. +3 Is Daniel in the office? no 2 +4 John discarded the football there. +5 Mary went to the office. +6 Is Mary in the garden? no 5 +7 John moved to the office. +8 Mary moved to the bathroom. +9 Is Mary in the kitchen? no 8 +10 Daniel went to the kitchen. +11 John went back to the kitchen. +12 Is John in the garden? no 11 +13 John moved to the hallway. +14 Mary moved to the office. +15 Is John in the kitchen? no 13 +1 John travelled to the kitchen. +2 Mary went back to the hallway. +3 Is John in the bathroom? no 1 +4 Sandra took the apple there. +5 Sandra discarded the apple. +6 Is John in the garden? no 1 +7 John grabbed the apple there. +8 John discarded the apple. +9 Is Mary in the bathroom? no 2 +10 Sandra went back to the garden. +11 Sandra journeyed to the office. +12 Is Sandra in the hallway? no 11 +13 John picked up the apple there. +14 Mary travelled to the bedroom. +15 Is Sandra in the office? yes 11 +1 Mary took the football there. +2 Mary moved to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 John journeyed to the kitchen. +5 John went back to the garden. +6 Is John in the office? no 5 +7 John went to the kitchen. +8 Sandra travelled to the garden. +9 Is John in the kitchen? yes 7 +10 Sandra got the apple there. +11 Sandra went back to the bathroom. +12 Is Sandra in the hallway? no 11 +13 Mary moved to the hallway. +14 Daniel moved to the garden. +15 Is Sandra in the bathroom? yes 11 +1 John went back to the bedroom. +2 Sandra went back to the bedroom. +3 Is Sandra in the office? no 2 +4 John went back to the kitchen. +5 John moved to the garden. +6 Is John in the hallway? no 5 +7 Sandra travelled to the garden. +8 John went to the bathroom. +9 Is John in the bathroom? yes 8 +10 Daniel went back to the hallway. +11 John went back to the hallway. +12 Is Daniel in the hallway? yes 10 +13 Sandra moved to the kitchen. +14 Daniel went to the garden. +15 Is John in the hallway? yes 11 +1 John took the apple there. +2 John travelled to the bathroom. +3 Is John in the hallway? no 2 +4 Sandra travelled to the office. +5 John discarded the apple. +6 Is John in the bathroom? yes 2 +7 Daniel went to the bathroom. +8 John journeyed to the hallway. +9 Is Daniel in the hallway? no 7 +10 Mary journeyed to the office. +11 Daniel journeyed to the bedroom. +12 Is Daniel in the bedroom? yes 11 +13 Sandra took the football there. +14 Mary moved to the bathroom. +15 Is Mary in the bathroom? yes 14 +1 John went to the garden. +2 Mary travelled to the bedroom. +3 Is John in the garden? yes 1 +4 John travelled to the bedroom. +5 Sandra journeyed to the garden. +6 Is John in the garden? no 4 +7 Daniel moved to the kitchen. +8 Daniel travelled to the bedroom. +9 Is Mary in the kitchen? no 2 +10 Sandra moved to the bedroom. +11 Daniel journeyed to the kitchen. +12 Is Daniel in the kitchen? yes 11 +13 Daniel journeyed to the bathroom. +14 Daniel picked up the football there. +15 Is Daniel in the hallway? no 13 +1 Daniel went back to the bedroom. +2 Sandra went to the hallway. +3 Is Daniel in the bedroom? yes 1 +4 John journeyed to the garden. +5 Daniel picked up the football there. +6 Is Daniel in the bedroom? yes 1 +7 Sandra went to the garden. +8 Daniel dropped the football. +9 Is John in the bedroom? no 4 +10 Sandra moved to the kitchen. +11 Sandra went back to the bathroom. +12 Is Sandra in the office? no 11 +13 Mary journeyed to the office. +14 Daniel grabbed the milk there. +15 Is Sandra in the bedroom? no 11 +1 John went to the bathroom. +2 Daniel went to the bathroom. +3 Is John in the bathroom? yes 1 +4 Sandra took the milk there. +5 Mary moved to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 Sandra took the apple there. +8 Sandra journeyed to the kitchen. +9 Is Mary in the bathroom? yes 5 +10 Daniel journeyed to the garden. +11 Daniel went back to the kitchen. +12 Is Mary in the bathroom? yes 5 +13 Mary went back to the kitchen. +14 John journeyed to the bedroom. +15 Is Daniel in the bathroom? no 11 +1 Daniel went to the hallway. +2 Daniel picked up the milk there. +3 Is Daniel in the hallway? yes 1 +4 Sandra moved to the bathroom. +5 Sandra journeyed to the kitchen. +6 Is Daniel in the office? no 1 +7 Daniel got the football there. +8 John went to the office. +9 Is John in the bathroom? no 8 +10 Mary went to the bedroom. +11 John went to the bathroom. +12 Is Mary in the kitchen? no 10 +13 Sandra moved to the hallway. +14 John journeyed to the hallway. +15 Is Sandra in the office? no 13 +1 Daniel journeyed to the bedroom. +2 Sandra travelled to the office. +3 Is Daniel in the kitchen? no 1 +4 Daniel went to the office. +5 Mary journeyed to the bathroom. +6 Is Sandra in the office? yes 2 +7 Sandra went to the garden. +8 Daniel moved to the garden. +9 Is Sandra in the garden? yes 7 +10 Daniel picked up the football there. +11 Sandra picked up the apple there. +12 Is Daniel in the bedroom? no 8 +13 Daniel discarded the football there. +14 Daniel went to the bathroom. +15 Is Daniel in the hallway? no 14 +1 Sandra travelled to the bathroom. +2 Sandra travelled to the garden. +3 Is Sandra in the garden? yes 2 +4 Mary took the football there. +5 Daniel went to the hallway. +6 Is Sandra in the garden? yes 2 +7 John journeyed to the kitchen. +8 Mary went back to the bathroom. +9 Is Sandra in the garden? yes 2 +10 Mary grabbed the milk there. +11 Daniel travelled to the office. +12 Is John in the bathroom? no 7 +13 Mary moved to the kitchen. +14 John grabbed the apple there. +15 Is Mary in the hallway? no 13 +1 Mary moved to the office. +2 Mary got the milk there. +3 Is Mary in the bathroom? no 1 +4 John moved to the bathroom. +5 Mary went to the bedroom. +6 Is John in the bathroom? yes 4 +7 Sandra journeyed to the office. +8 John got the apple there. +9 Is Mary in the bathroom? no 5 +10 John travelled to the office. +11 Mary discarded the milk. +12 Is John in the office? yes 10 +13 Daniel went to the bedroom. +14 John discarded the apple. +15 Is John in the office? yes 10 +1 Mary moved to the garden. +2 Sandra went to the office. +3 Is Mary in the kitchen? no 1 +4 John went back to the kitchen. +5 Mary journeyed to the hallway. +6 Is Mary in the hallway? yes 5 +7 Daniel went back to the bedroom. +8 Sandra travelled to the bathroom. +9 Is Sandra in the bathroom? yes 8 +10 John travelled to the bathroom. +11 Daniel went back to the office. +12 Is Sandra in the office? no 8 +13 Sandra journeyed to the hallway. +14 Daniel grabbed the football there. +15 Is John in the bathroom? yes 10 +1 Daniel moved to the garden. +2 Sandra went to the hallway. +3 Is Daniel in the garden? yes 1 +4 Mary went back to the garden. +5 Daniel journeyed to the office. +6 Is Mary in the bedroom? no 4 +7 John went to the office. +8 John travelled to the hallway. +9 Is Daniel in the garden? no 5 +10 Mary moved to the hallway. +11 John journeyed to the kitchen. +12 Is Mary in the hallway? yes 10 +13 Daniel got the football there. +14 John travelled to the garden. +15 Is John in the hallway? no 14 +1 Sandra went back to the hallway. +2 Mary went to the hallway. +3 Is Sandra in the hallway? yes 1 +4 John moved to the kitchen. +5 Sandra went back to the bathroom. +6 Is Sandra in the bathroom? yes 5 +7 Daniel journeyed to the bathroom. +8 John went back to the hallway. +9 Is Sandra in the bathroom? yes 5 +10 Daniel picked up the apple there. +11 Daniel moved to the garden. +12 Is Sandra in the hallway? no 5 +13 Mary travelled to the bathroom. +14 Daniel left the apple. +15 Is John in the bedroom? no 8 +1 Mary went back to the kitchen. +2 Mary went back to the hallway. +3 Is Mary in the hallway? yes 2 +4 Mary moved to the kitchen. +5 Sandra travelled to the garden. +6 Is Mary in the bathroom? no 4 +7 Mary journeyed to the hallway. +8 Sandra journeyed to the bedroom. +9 Is Mary in the bathroom? no 7 +10 Mary journeyed to the office. +11 Mary moved to the bathroom. +12 Is Mary in the bathroom? yes 11 +13 Sandra went back to the office. +14 Sandra picked up the football there. +15 Is Sandra in the garden? no 13 +1 John picked up the apple there. +2 Sandra went back to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Mary journeyed to the hallway. +5 Mary travelled to the kitchen. +6 Is Mary in the kitchen? yes 5 +7 John left the apple. +8 Daniel moved to the office. +9 Is Sandra in the hallway? no 2 +10 John picked up the apple there. +11 Sandra journeyed to the garden. +12 Is Daniel in the office? yes 8 +13 John dropped the apple. +14 John grabbed the apple there. +15 Is Daniel in the office? yes 8 +1 Mary grabbed the apple there. +2 Mary put down the apple. +3 Sandra moved to the hallway. +4 Daniel went back to the garden. +5 Is Sandra in the hallway? yes 3 +6 Sandra got the apple there. +7 John journeyed to the kitchen. +8 Is Daniel in the garden? yes 4 +9 John took the football there. +10 John went back to the hallway. +11 Is John in the kitchen? no 10 +12 Sandra discarded the apple there. +13 Daniel went to the office. +14 Is John in the hallway? yes 10 +15 John grabbed the apple there. +16 John moved to the office. +17 Is John in the office? yes 16 +1 Sandra got the football there. +2 Sandra dropped the football there. +3 Mary went back to the kitchen. +4 John went back to the office. +5 Is Mary in the kitchen? yes 3 +6 Sandra took the football there. +7 Mary went to the bedroom. +8 Is John in the office? yes 4 +9 Daniel journeyed to the bedroom. +10 Mary travelled to the hallway. +11 Is John in the kitchen? no 4 +12 John journeyed to the kitchen. +13 John journeyed to the hallway. +14 Is Mary in the hallway? yes 10 +15 Daniel took the apple there. +16 Sandra travelled to the bedroom. +17 Is John in the bathroom? no 13 +1 Sandra moved to the office. +2 Daniel got the apple there. +3 Is Sandra in the kitchen? no 1 +4 John moved to the office. +5 Sandra travelled to the bedroom. +6 Is Sandra in the bathroom? no 5 +7 Mary travelled to the garden. +8 John journeyed to the kitchen. +9 Is John in the hallway? no 8 +10 Mary travelled to the bedroom. +11 Daniel discarded the apple. +12 Is Mary in the kitchen? no 10 +13 John moved to the hallway. +14 Daniel got the apple there. +15 Is John in the garden? no 13 +1 Mary went back to the bedroom. +2 Sandra picked up the milk there. +3 Is Mary in the bedroom? yes 1 +4 Sandra dropped the milk. +5 Daniel journeyed to the office. +6 Is Daniel in the garden? no 5 +7 John travelled to the kitchen. +8 Sandra journeyed to the office. +9 Is Daniel in the hallway? no 5 +10 Daniel journeyed to the bedroom. +11 John took the football there. +12 Is John in the bathroom? no 7 +13 Sandra travelled to the kitchen. +14 Mary went back to the garden. +15 Is Daniel in the bedroom? yes 10 +1 Sandra travelled to the hallway. +2 Sandra journeyed to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Daniel moved to the kitchen. +5 Daniel went back to the office. +6 Is Sandra in the kitchen? yes 2 +7 John went back to the bathroom. +8 Daniel went to the garden. +9 Is Sandra in the office? no 2 +10 Daniel went back to the bathroom. +11 John took the milk there. +12 Is Daniel in the bathroom? yes 10 +13 Sandra moved to the bathroom. +14 Mary moved to the bedroom. +15 Is Daniel in the bathroom? yes 10 +1 Sandra moved to the kitchen. +2 Sandra grabbed the football there. +3 Is Sandra in the kitchen? yes 1 +4 Daniel picked up the apple there. +5 Mary went to the office. +6 Is Mary in the kitchen? no 5 +7 Sandra put down the football there. +8 John went to the bathroom. +9 Is John in the bathroom? yes 8 +10 Sandra went back to the bedroom. +11 Daniel took the football there. +12 Is Sandra in the bedroom? yes 10 +13 Daniel left the football. +14 Daniel discarded the apple. +15 Is John in the bathroom? yes 8 +1 Daniel grabbed the apple there. +2 Daniel travelled to the office. +3 Is Daniel in the bathroom? no 2 +4 Daniel left the apple. +5 Sandra went to the bedroom. +6 Is Sandra in the bedroom? yes 5 +7 Daniel took the apple there. +8 Mary moved to the garden. +9 Is Mary in the bedroom? no 8 +10 Sandra moved to the kitchen. +11 Mary travelled to the bedroom. +12 Is Mary in the bedroom? yes 11 +13 Mary went back to the kitchen. +14 Mary went to the garden. +15 Is Mary in the garden? yes 14 +1 Mary grabbed the football there. +2 John travelled to the hallway. +3 Is John in the garden? no 2 +4 John journeyed to the bedroom. +5 Mary discarded the football. +6 Is John in the garden? no 4 +7 Mary grabbed the football there. +8 Mary dropped the football. +9 Is John in the bedroom? yes 4 +10 Daniel picked up the football there. +11 Daniel left the football there. +12 Daniel grabbed the football there. +13 Daniel dropped the football. +14 Sandra picked up the apple there. +15 Sandra put down the apple. +16 Mary went back to the hallway. +17 Sandra grabbed the milk there. +18 Is Mary in the bedroom? no 16 +19 Daniel got the football there. +20 Mary journeyed to the garden. +21 Is Mary in the kitchen? no 20 +1 Sandra went to the garden. +2 Daniel went to the bathroom. +3 Is Sandra in the garden? yes 1 +4 Daniel journeyed to the garden. +5 Daniel went back to the hallway. +6 Is Daniel in the bedroom? no 5 +7 John got the milk there. +8 John journeyed to the kitchen. +9 Is John in the bedroom? no 8 +10 Mary went to the bedroom. +11 John discarded the milk there. +12 Is Daniel in the hallway? yes 5 +13 John went back to the bedroom. +14 Sandra journeyed to the bathroom. +15 Is John in the bedroom? yes 13 +1 Mary went to the kitchen. +2 John went back to the hallway. +3 Is Mary in the bathroom? no 1 +4 Mary journeyed to the bathroom. +5 John went to the office. +6 Is John in the garden? no 5 +7 John went back to the bedroom. +8 Mary went back to the office. +9 Is Mary in the office? yes 8 +10 John went to the hallway. +11 John got the apple there. +12 Is John in the bedroom? no 10 +13 John left the apple. +14 John got the apple there. +15 Is Mary in the office? yes 8 +1 Sandra moved to the hallway. +2 Sandra got the milk there. +3 Is Sandra in the hallway? yes 1 +4 John journeyed to the office. +5 Daniel went back to the garden. +6 Is John in the kitchen? no 4 +7 Daniel went back to the hallway. +8 Daniel took the football there. +9 Is Daniel in the bathroom? no 7 +10 Sandra went to the bedroom. +11 Daniel travelled to the bedroom. +12 Is Daniel in the kitchen? no 11 +13 Daniel moved to the hallway. +14 Sandra moved to the hallway. +15 Is Sandra in the garden? no 14 +1 Daniel went to the bedroom. +2 Daniel picked up the milk there. +3 Is Daniel in the bedroom? yes 1 +4 Sandra got the football there. +5 Daniel moved to the bathroom. +6 Is Daniel in the office? no 5 +7 Daniel travelled to the bedroom. +8 Sandra went back to the hallway. +9 Is Daniel in the bedroom? yes 7 +10 Mary moved to the bathroom. +11 Sandra moved to the bedroom. +12 Is Daniel in the bedroom? yes 7 +13 Sandra travelled to the kitchen. +14 Daniel travelled to the hallway. +15 Is Sandra in the kitchen? yes 13 +1 Sandra went to the bedroom. +2 Mary grabbed the football there. +3 Is Sandra in the bedroom? yes 1 +4 John grabbed the apple there. +5 Mary moved to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 Daniel went to the kitchen. +8 John moved to the office. +9 Is John in the hallway? no 8 +10 Mary journeyed to the hallway. +11 Sandra went back to the office. +12 Is John in the kitchen? no 8 +13 John discarded the apple. +14 Mary went back to the kitchen. +15 Is Mary in the office? no 14 +1 Mary travelled to the hallway. +2 Sandra travelled to the bedroom. +3 Is Mary in the office? no 1 +4 Daniel journeyed to the hallway. +5 Sandra got the football there. +6 Is Daniel in the hallway? yes 4 +7 Sandra discarded the football. +8 John took the football there. +9 Is Daniel in the hallway? yes 4 +10 John put down the football. +11 John got the football there. +12 Mary travelled to the office. +13 John dropped the football. +14 Is Mary in the hallway? no 12 +15 John picked up the football there. +16 Sandra went to the bathroom. +17 Is Mary in the office? yes 12 +1 John got the milk there. +2 Mary journeyed to the garden. +3 Is Mary in the bathroom? no 2 +4 Mary went back to the office. +5 Daniel went to the bathroom. +6 Is Mary in the bedroom? no 4 +7 Mary moved to the kitchen. +8 John went back to the bathroom. +9 Is John in the bathroom? yes 8 +10 Daniel moved to the garden. +11 Mary journeyed to the office. +12 Is Daniel in the garden? yes 10 +13 John travelled to the garden. +14 Mary travelled to the bathroom. +15 Is Daniel in the garden? yes 10 +1 Sandra travelled to the hallway. +2 Daniel got the milk there. +3 Is Sandra in the hallway? yes 1 +4 Mary went to the kitchen. +5 Daniel travelled to the garden. +6 Is Mary in the kitchen? yes 4 +7 Daniel took the football there. +8 Sandra journeyed to the office. +9 Is Sandra in the office? yes 8 +10 Daniel dropped the milk. +11 Mary went back to the garden. +12 Is Daniel in the garden? yes 5 +13 Daniel picked up the milk there. +14 Daniel went back to the hallway. +15 Is Mary in the bedroom? no 11 +1 John moved to the hallway. +2 Mary went back to the garden. +3 Is Mary in the garden? yes 2 +4 Mary went to the bathroom. +5 John got the apple there. +6 Is John in the hallway? yes 1 +7 John went back to the garden. +8 Daniel took the football there. +9 Is John in the kitchen? no 7 +10 John put down the apple. +11 John picked up the apple there. +12 Is John in the office? no 7 +13 John got the milk there. +14 John discarded the milk. +15 John dropped the apple. +16 Sandra went to the garden. +17 Is Sandra in the garden? yes 16 +1 Mary travelled to the garden. +2 Sandra went to the garden. +3 Is Mary in the hallway? no 1 +4 John travelled to the office. +5 Daniel moved to the kitchen. +6 Is Daniel in the bedroom? no 5 +7 Daniel journeyed to the bedroom. +8 Mary travelled to the bathroom. +9 Is Sandra in the garden? yes 2 +10 Daniel travelled to the kitchen. +11 Sandra moved to the bedroom. +12 Is Daniel in the bedroom? no 10 +13 Sandra got the football there. +14 Sandra discarded the football. +15 Is Daniel in the kitchen? yes 10 +1 Sandra went to the garden. +2 Daniel picked up the apple there. +3 Is Sandra in the garden? yes 1 +4 Sandra travelled to the bathroom. +5 Mary travelled to the bedroom. +6 Is Sandra in the hallway? no 4 +7 Daniel discarded the apple. +8 Sandra got the football there. +9 Is Mary in the kitchen? no 5 +10 Sandra put down the football. +11 Sandra took the football there. +12 Is Mary in the bedroom? yes 5 +13 Sandra discarded the football there. +14 Daniel travelled to the garden. +15 Is Daniel in the garden? yes 14 +1 Sandra travelled to the bedroom. +2 Mary travelled to the bathroom. +3 Is Mary in the hallway? no 2 +4 Sandra moved to the bathroom. +5 Sandra got the football there. +6 Is Sandra in the bathroom? yes 4 +7 Sandra went back to the garden. +8 Mary journeyed to the bedroom. +9 Is Sandra in the bathroom? no 7 +10 Daniel travelled to the kitchen. +11 John moved to the kitchen. +12 Is Mary in the bathroom? no 8 +13 John took the milk there. +14 Sandra travelled to the kitchen. +15 Is Sandra in the kitchen? yes 14 +1 Mary got the milk there. +2 Sandra moved to the office. +3 Is Sandra in the garden? no 2 +4 Daniel travelled to the bedroom. +5 John went back to the bathroom. +6 Is John in the bathroom? yes 5 +7 John took the apple there. +8 John dropped the apple there. +9 Is John in the bathroom? yes 5 +10 Sandra went to the hallway. +11 John grabbed the apple there. +12 Is John in the bathroom? yes 5 +13 Daniel travelled to the garden. +14 Sandra went to the bedroom. +15 Is Sandra in the kitchen? no 14 +1 Daniel grabbed the apple there. +2 Mary travelled to the hallway. +3 Is Mary in the office? no 2 +4 John went back to the hallway. +5 John grabbed the football there. +6 Is Mary in the office? no 2 +7 Daniel dropped the apple. +8 Daniel got the apple there. +9 Is Mary in the hallway? yes 2 +10 Daniel travelled to the hallway. +11 Sandra journeyed to the bathroom. +12 Is Daniel in the hallway? yes 10 +13 Sandra moved to the office. +14 Sandra travelled to the kitchen. +15 Is Sandra in the hallway? no 14 +1 John went back to the garden. +2 Mary journeyed to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 Sandra went back to the hallway. +5 Sandra took the apple there. +6 Is Mary in the hallway? no 2 +7 Sandra went to the kitchen. +8 Mary travelled to the hallway. +9 Is Sandra in the garden? no 7 +10 John travelled to the hallway. +11 Sandra got the milk there. +12 Is John in the hallway? yes 10 +13 Daniel went back to the hallway. +14 Daniel picked up the football there. +15 Is John in the garden? no 10 +1 John went back to the bedroom. +2 Daniel journeyed to the garden. +3 Is Daniel in the garden? yes 2 +4 Daniel moved to the bedroom. +5 John went to the kitchen. +6 Is Daniel in the bedroom? yes 4 +7 Sandra travelled to the office. +8 Mary moved to the hallway. +9 Is Daniel in the bedroom? yes 4 +10 John went to the office. +11 Daniel went back to the garden. +12 Is John in the hallway? no 10 +13 Daniel moved to the kitchen. +14 Mary went back to the garden. +15 Is Mary in the garden? yes 14 +1 Daniel took the football there. +2 Daniel discarded the football there. +3 John grabbed the football there. +4 Mary went back to the kitchen. +5 Is Mary in the bathroom? no 4 +6 Mary got the apple there. +7 Daniel journeyed to the kitchen. +8 Is Mary in the kitchen? yes 4 +9 Mary travelled to the hallway. +10 John travelled to the hallway. +11 Is Daniel in the bathroom? no 7 +12 Mary put down the apple. +13 Daniel travelled to the garden. +14 Is Daniel in the kitchen? no 13 +15 Mary moved to the kitchen. +16 Mary went back to the hallway. +17 Is Mary in the kitchen? no 16 +1 Mary picked up the milk there. +2 Mary dropped the milk. +3 Daniel travelled to the hallway. +4 Sandra moved to the kitchen. +5 Is Sandra in the kitchen? yes 4 +6 John moved to the bathroom. +7 Daniel travelled to the office. +8 Is Daniel in the office? yes 7 +9 Daniel went to the bedroom. +10 Daniel grabbed the milk there. +11 Is Sandra in the kitchen? yes 4 +12 Sandra travelled to the hallway. +13 Sandra journeyed to the bedroom. +14 Is Daniel in the bedroom? yes 9 +15 Daniel went back to the hallway. +16 Sandra went to the bathroom. +17 Is Sandra in the bathroom? yes 16 +1 Sandra picked up the apple there. +2 Mary travelled to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 Sandra went to the hallway. +5 John went to the bedroom. +6 Is Sandra in the hallway? yes 4 +7 Sandra moved to the kitchen. +8 Sandra left the apple. +9 Is John in the bedroom? yes 5 +10 Mary took the milk there. +11 John travelled to the office. +12 Is Sandra in the kitchen? yes 7 +13 Daniel journeyed to the kitchen. +14 Daniel got the apple there. +15 Is John in the office? yes 11 +1 Daniel picked up the milk there. +2 John went back to the bedroom. +3 Is John in the bedroom? yes 2 +4 John went to the office. +5 Mary journeyed to the office. +6 Is Mary in the bathroom? no 5 +7 Sandra got the football there. +8 John travelled to the garden. +9 Is John in the kitchen? no 8 +10 Sandra moved to the kitchen. +11 Daniel dropped the milk. +12 Is Sandra in the garden? no 10 +13 Daniel got the milk there. +14 Mary went to the garden. +15 Is Mary in the hallway? no 14 +1 Sandra went back to the kitchen. +2 John went to the hallway. +3 Is John in the kitchen? no 2 +4 Sandra journeyed to the garden. +5 Sandra picked up the football there. +6 Is Sandra in the office? no 4 +7 Sandra grabbed the milk there. +8 Daniel went to the office. +9 Is Sandra in the garden? yes 4 +10 John went to the kitchen. +11 Sandra picked up the apple there. +12 Is John in the kitchen? yes 10 +13 Daniel went back to the hallway. +14 Daniel moved to the kitchen. +15 Is Daniel in the kitchen? yes 14 +1 Mary journeyed to the kitchen. +2 Daniel went back to the bedroom. +3 Is Daniel in the hallway? no 2 +4 Mary moved to the office. +5 John moved to the bedroom. +6 Is Mary in the office? yes 4 +7 Sandra moved to the garden. +8 Daniel moved to the garden. +9 Is Mary in the garden? no 4 +10 Sandra picked up the football there. +11 Mary journeyed to the kitchen. +12 Is John in the bedroom? yes 5 +13 Daniel travelled to the office. +14 Mary moved to the office. +15 Is Daniel in the bathroom? no 13 +1 Mary journeyed to the kitchen. +2 Daniel journeyed to the kitchen. +3 Is Mary in the bedroom? no 1 +4 Mary went to the office. +5 Mary went to the hallway. +6 Is Mary in the hallway? yes 5 +7 Mary journeyed to the garden. +8 Mary went back to the bathroom. +9 Is Mary in the kitchen? no 8 +10 Mary grabbed the apple there. +11 Sandra moved to the bedroom. +12 Is Sandra in the hallway? no 11 +13 John moved to the garden. +14 Mary went back to the garden. +15 Is John in the garden? yes 13 +1 Sandra went back to the hallway. +2 Sandra picked up the football there. +3 Is Sandra in the kitchen? no 1 +4 Sandra journeyed to the bathroom. +5 Sandra travelled to the bedroom. +6 Is Sandra in the hallway? no 5 +7 John went to the bedroom. +8 John travelled to the garden. +9 Is John in the office? no 8 +10 Sandra left the football there. +11 Daniel got the apple there. +12 Is John in the garden? yes 8 +13 Sandra got the football there. +14 John journeyed to the hallway. +15 Is John in the bedroom? no 14 +1 Daniel travelled to the bedroom. +2 Mary went back to the kitchen. +3 Is Daniel in the bedroom? yes 1 +4 Daniel went to the office. +5 Mary journeyed to the garden. +6 Is Mary in the office? no 5 +7 Mary grabbed the milk there. +8 Daniel picked up the football there. +9 Is Mary in the hallway? no 5 +10 Mary travelled to the office. +11 Mary travelled to the garden. +12 Is Mary in the garden? yes 11 +13 Daniel put down the football. +14 Sandra went to the hallway. +15 Is Sandra in the hallway? yes 14 +1 Daniel went to the garden. +2 Sandra went back to the kitchen. +3 Is Sandra in the office? no 2 +4 Daniel got the apple there. +5 Daniel travelled to the hallway. +6 Is Daniel in the hallway? yes 5 +7 Daniel went back to the bedroom. +8 Sandra got the milk there. +9 Is Daniel in the bedroom? yes 7 +10 Daniel put down the apple. +11 Daniel travelled to the garden. +12 Is Daniel in the kitchen? no 11 +13 Sandra left the milk. +14 Mary journeyed to the kitchen. +15 Is Daniel in the office? no 11 +1 Sandra travelled to the bedroom. +2 Sandra travelled to the office. +3 Is Sandra in the office? yes 2 +4 Mary went back to the office. +5 Mary went to the kitchen. +6 Is Sandra in the office? yes 2 +7 Mary travelled to the office. +8 Mary took the apple there. +9 Is Mary in the office? yes 7 +10 Mary travelled to the bathroom. +11 John journeyed to the office. +12 Is Mary in the hallway? no 10 +13 Sandra went back to the bathroom. +14 Mary put down the apple there. +15 Is Sandra in the hallway? no 13 +1 Sandra journeyed to the garden. +2 Mary went back to the kitchen. +3 Is Sandra in the garden? yes 1 +4 Mary travelled to the garden. +5 John went back to the kitchen. +6 Is Mary in the bedroom? no 4 +7 Daniel went back to the bathroom. +8 Mary went to the office. +9 Is John in the bedroom? no 5 +10 Mary went to the kitchen. +11 Daniel went back to the hallway. +12 Is Daniel in the bathroom? no 11 +13 John travelled to the office. +14 Daniel moved to the office. +15 Is Mary in the kitchen? yes 10 +1 Mary journeyed to the garden. +2 Daniel picked up the milk there. +3 Is Mary in the hallway? no 1 +4 Sandra travelled to the office. +5 John travelled to the garden. +6 Is Sandra in the office? yes 4 +7 Daniel went to the bedroom. +8 Mary went to the office. +9 Is Mary in the office? yes 8 +10 John grabbed the football there. +11 Mary journeyed to the bedroom. +12 Is Mary in the bathroom? no 11 +13 Daniel left the milk. +14 John journeyed to the hallway. +15 Is John in the hallway? yes 14 +1 Daniel travelled to the kitchen. +2 Daniel picked up the football there. +3 Is Daniel in the kitchen? yes 1 +4 Sandra went back to the office. +5 Mary travelled to the bedroom. +6 Is Sandra in the office? yes 4 +7 Daniel moved to the office. +8 Mary journeyed to the office. +9 Is Mary in the office? yes 8 +10 Daniel went to the bathroom. +11 John went to the bedroom. +12 Is Daniel in the garden? no 10 +13 Daniel travelled to the office. +14 Daniel dropped the football. +15 Is Mary in the bedroom? no 8 +1 Mary journeyed to the office. +2 John travelled to the hallway. +3 Is Mary in the office? yes 1 +4 Sandra picked up the apple there. +5 John moved to the bathroom. +6 Is Mary in the office? yes 1 +7 John went to the garden. +8 Daniel travelled to the bathroom. +9 Is John in the bedroom? no 7 +10 Sandra put down the apple. +11 Daniel moved to the garden. +12 Is Daniel in the garden? yes 11 +13 Sandra travelled to the bathroom. +14 Sandra got the football there. +15 Is Daniel in the bedroom? no 11 +1 Sandra got the football there. +2 Daniel went back to the hallway. +3 Is Daniel in the kitchen? no 2 +4 John went to the bathroom. +5 John travelled to the bedroom. +6 Is John in the bathroom? no 5 +7 Mary travelled to the bedroom. +8 Sandra put down the football there. +9 Is Mary in the office? no 7 +10 Sandra picked up the football there. +11 Sandra dropped the football. +12 Is John in the bedroom? yes 5 +13 Sandra took the football there. +14 John went back to the bathroom. +15 Is John in the kitchen? no 14 +1 John grabbed the milk there. +2 Mary travelled to the hallway. +3 Is Mary in the hallway? yes 2 +4 Sandra moved to the garden. +5 Mary travelled to the office. +6 Is Sandra in the garden? yes 4 +7 John went back to the bedroom. +8 Mary went back to the bathroom. +9 Is John in the bedroom? yes 7 +10 Daniel travelled to the garden. +11 John journeyed to the office. +12 Is Daniel in the bedroom? no 10 +13 Mary picked up the apple there. +14 John put down the milk. +15 Is John in the office? yes 11 +1 Sandra moved to the kitchen. +2 Daniel moved to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 John journeyed to the office. +5 Mary went back to the bedroom. +6 Is Mary in the bedroom? yes 5 +7 Mary went to the hallway. +8 John went back to the bathroom. +9 Is Daniel in the bathroom? no 2 +10 Daniel went to the garden. +11 Mary travelled to the bedroom. +12 Is John in the bathroom? yes 8 +13 Sandra went to the bathroom. +14 Daniel picked up the football there. +15 Is Sandra in the bedroom? no 13 +1 Daniel grabbed the apple there. +2 Mary got the milk there. +3 Mary dropped the milk. +4 Mary travelled to the bedroom. +5 Is Mary in the bedroom? yes 4 +6 John journeyed to the office. +7 Sandra travelled to the hallway. +8 Is Sandra in the garden? no 7 +9 Sandra went back to the bathroom. +10 John journeyed to the kitchen. +11 Is Sandra in the bathroom? yes 9 +12 John went back to the hallway. +13 John travelled to the bathroom. +14 Is Sandra in the bathroom? yes 9 +15 John picked up the milk there. +16 Mary took the football there. +17 Is John in the hallway? no 13 +1 Sandra got the apple there. +2 Sandra went back to the bedroom. +3 Is Sandra in the hallway? no 2 +4 Mary travelled to the garden. +5 Daniel went back to the bathroom. +6 Is Daniel in the bathroom? yes 5 +7 Sandra left the apple. +8 Daniel moved to the hallway. +9 Is Mary in the garden? yes 4 +10 Daniel travelled to the office. +11 John went to the bedroom. +12 Is Daniel in the office? yes 10 +13 John grabbed the apple there. +14 Daniel picked up the football there. +15 Is John in the office? no 11 +1 Mary went to the garden. +2 Daniel went back to the office. +3 Is Mary in the garden? yes 1 +4 John journeyed to the office. +5 Mary went to the kitchen. +6 Is Daniel in the hallway? no 2 +7 John moved to the kitchen. +8 Daniel went back to the garden. +9 Is John in the kitchen? yes 7 +10 Mary took the apple there. +11 Mary picked up the milk there. +12 Is Mary in the kitchen? yes 5 +13 Mary moved to the garden. +14 Mary put down the apple. +15 Is Mary in the garden? yes 13 +1 Sandra moved to the garden. +2 Daniel travelled to the hallway. +3 Is Sandra in the hallway? no 1 +4 Sandra moved to the bedroom. +5 Mary got the milk there. +6 Is Sandra in the garden? no 4 +7 Sandra journeyed to the garden. +8 Daniel grabbed the apple there. +9 Is Sandra in the garden? yes 7 +10 Mary travelled to the office. +11 Mary journeyed to the bathroom. +12 Is Mary in the hallway? no 11 +13 Sandra journeyed to the bathroom. +14 Daniel journeyed to the bedroom. +15 Is Daniel in the hallway? no 14 +1 Sandra went back to the hallway. +2 Sandra picked up the apple there. +3 Is Sandra in the hallway? yes 1 +4 Mary moved to the bedroom. +5 Mary went to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 Sandra put down the apple. +8 Sandra journeyed to the bathroom. +9 Is Sandra in the bedroom? no 8 +10 Mary moved to the office. +11 Mary journeyed to the kitchen. +12 Is Mary in the garden? no 11 +13 John went to the hallway. +14 John picked up the apple there. +15 Is Mary in the kitchen? yes 11 +1 Mary went to the bedroom. +2 Daniel picked up the milk there. +3 Is Mary in the bedroom? yes 1 +4 John went to the bedroom. +5 Mary travelled to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 Mary went to the hallway. +8 Daniel journeyed to the bathroom. +9 Is John in the hallway? no 4 +10 Daniel got the apple there. +11 John journeyed to the kitchen. +12 Is Daniel in the kitchen? no 8 +13 Daniel got the football there. +14 Daniel journeyed to the office. +15 Is John in the kitchen? yes 11 +1 Mary moved to the bathroom. +2 Daniel went back to the bedroom. +3 Is Mary in the office? no 1 +4 Daniel travelled to the garden. +5 Mary travelled to the kitchen. +6 Is Daniel in the office? no 4 +7 Mary took the football there. +8 Mary discarded the football. +9 Is Daniel in the office? no 4 +10 John travelled to the hallway. +11 Sandra journeyed to the garden. +12 Is John in the garden? no 10 +13 Sandra moved to the office. +14 Mary picked up the football there. +15 Is Sandra in the office? yes 13 +1 Mary got the milk there. +2 Mary travelled to the hallway. +3 Is Mary in the hallway? yes 2 +4 John picked up the football there. +5 Mary dropped the milk. +6 Is Mary in the garden? no 2 +7 Mary grabbed the milk there. +8 Sandra journeyed to the office. +9 Is Mary in the bedroom? no 2 +10 Sandra went to the bathroom. +11 John went to the hallway. +12 Is Sandra in the kitchen? no 10 +13 John put down the football. +14 Mary grabbed the football there. +15 Is John in the hallway? yes 11 +1 John went to the hallway. +2 John travelled to the kitchen. +3 Is John in the bedroom? no 2 +4 Sandra moved to the bathroom. +5 Daniel went back to the kitchen. +6 Is Daniel in the bathroom? no 5 +7 John went to the hallway. +8 Daniel moved to the bathroom. +9 Is John in the office? no 7 +10 Daniel journeyed to the bedroom. +11 John journeyed to the garden. +12 Is Daniel in the garden? no 10 +13 John went back to the office. +14 Sandra moved to the hallway. +15 Is John in the bedroom? no 13 +1 Mary journeyed to the kitchen. +2 Sandra moved to the garden. +3 Is Sandra in the hallway? no 2 +4 Daniel went back to the kitchen. +5 Mary moved to the garden. +6 Is Sandra in the garden? yes 2 +7 John went to the kitchen. +8 Mary picked up the football there. +9 Is John in the kitchen? yes 7 +10 Sandra journeyed to the bedroom. +11 Sandra took the milk there. +12 Is John in the hallway? no 7 +13 Mary moved to the hallway. +14 Daniel moved to the bedroom. +15 Is Daniel in the bedroom? yes 14 +1 Daniel journeyed to the kitchen. +2 Sandra took the milk there. +3 Is Daniel in the office? no 1 +4 Daniel went to the office. +5 Sandra went back to the garden. +6 Is Sandra in the bedroom? no 5 +7 Sandra went to the office. +8 Sandra went back to the garden. +9 Is Sandra in the garden? yes 8 +10 John travelled to the kitchen. +11 Daniel travelled to the garden. +12 Is John in the garden? no 10 +13 Mary went back to the hallway. +14 Mary travelled to the office. +15 Is Daniel in the hallway? no 11 +1 John went back to the office. +2 John travelled to the garden. +3 Is John in the garden? yes 2 +4 John went to the bathroom. +5 Daniel journeyed to the garden. +6 Is John in the bathroom? yes 4 +7 Mary took the football there. +8 Daniel moved to the kitchen. +9 Is Daniel in the kitchen? yes 8 +10 Mary dropped the football. +11 Sandra moved to the kitchen. +12 Is Sandra in the hallway? no 11 +13 Sandra moved to the hallway. +14 Sandra travelled to the office. +15 Is Sandra in the office? yes 14 +1 Mary picked up the football there. +2 Sandra went back to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Mary discarded the football. +5 Sandra went to the garden. +6 Is Sandra in the bedroom? no 5 +7 Sandra grabbed the apple there. +8 Mary moved to the kitchen. +9 Is Mary in the kitchen? yes 8 +10 Sandra grabbed the milk there. +11 John moved to the office. +12 Is Mary in the kitchen? yes 8 +13 John journeyed to the bathroom. +14 Mary moved to the garden. +15 Is Mary in the office? no 14 +1 Mary grabbed the milk there. +2 Daniel got the football there. +3 Daniel dropped the football. +4 Daniel got the football there. +5 Sandra picked up the apple there. +6 Sandra discarded the apple. +7 Sandra got the apple there. +8 Daniel journeyed to the kitchen. +9 Is Daniel in the bedroom? no 8 +10 Mary discarded the milk. +11 Sandra moved to the bathroom. +12 Is Sandra in the kitchen? no 11 +13 Sandra dropped the apple there. +14 Sandra got the apple there. +15 Is Daniel in the kitchen? yes 8 +16 Sandra left the apple. +17 Sandra moved to the bedroom. +18 Is Sandra in the garden? no 17 +19 Mary took the milk there. +20 Daniel journeyed to the bedroom. +21 Is Daniel in the kitchen? no 20 +1 Mary went back to the bathroom. +2 Mary went to the kitchen. +3 Is Mary in the hallway? no 2 +4 Mary went back to the hallway. +5 John went back to the office. +6 Is Mary in the hallway? yes 4 +7 Daniel went to the bathroom. +8 Mary picked up the apple there. +9 Is John in the garden? no 5 +10 Sandra went to the bathroom. +11 Sandra went to the bedroom. +12 Is Sandra in the bedroom? yes 11 +13 Mary went to the garden. +14 Daniel journeyed to the garden. +15 Is Sandra in the bathroom? no 11 +1 Sandra went to the hallway. +2 Daniel went to the bedroom. +3 Is Sandra in the bathroom? no 1 +4 Daniel moved to the hallway. +5 Daniel travelled to the garden. +6 Is Sandra in the garden? no 1 +7 Sandra journeyed to the office. +8 Daniel moved to the office. +9 Is Daniel in the office? yes 8 +10 John went back to the office. +11 Sandra went back to the bedroom. +12 Is Daniel in the kitchen? no 8 +13 Sandra grabbed the football there. +14 Daniel journeyed to the hallway. +15 Is Sandra in the bathroom? no 11 +1 Daniel went back to the office. +2 Sandra grabbed the football there. +3 Is Daniel in the bathroom? no 1 +4 Sandra travelled to the bathroom. +5 Daniel moved to the bathroom. +6 Is Sandra in the bathroom? yes 4 +7 Mary went to the office. +8 Mary travelled to the hallway. +9 Is Mary in the office? no 8 +10 Daniel got the milk there. +11 Mary travelled to the kitchen. +12 Is Daniel in the bathroom? yes 5 +13 Sandra went back to the hallway. +14 Sandra discarded the football. +15 Is Sandra in the hallway? yes 13 +1 John went back to the garden. +2 Sandra grabbed the football there. +3 Is John in the garden? yes 1 +4 John moved to the kitchen. +5 Mary journeyed to the bedroom. +6 Is Mary in the bedroom? yes 5 +7 John journeyed to the hallway. +8 Sandra left the football. +9 Is John in the office? no 7 +10 Sandra grabbed the football there. +11 Daniel journeyed to the bedroom. +12 Is John in the hallway? yes 7 +13 Sandra discarded the football. +14 Mary journeyed to the hallway. +15 Is Mary in the hallway? yes 14 +1 Mary took the milk there. +2 Mary left the milk. +3 Mary travelled to the bedroom. +4 Mary got the football there. +5 Is Mary in the bedroom? yes 3 +6 Mary went to the office. +7 Mary travelled to the bedroom. +8 Is Mary in the bedroom? yes 7 +9 John went back to the hallway. +10 John travelled to the garden. +11 Is John in the hallway? no 10 +12 Daniel moved to the kitchen. +13 Mary travelled to the kitchen. +14 Is John in the garden? yes 10 +15 Sandra moved to the kitchen. +16 Mary dropped the football. +17 Is John in the hallway? no 10 +1 Mary travelled to the bedroom. +2 John got the milk there. +3 Is Mary in the bedroom? yes 1 +4 Mary journeyed to the garden. +5 Sandra went back to the bathroom. +6 Is Sandra in the office? no 5 +7 Sandra travelled to the hallway. +8 Sandra travelled to the bedroom. +9 Is Sandra in the bedroom? yes 8 +10 Sandra went to the bathroom. +11 Sandra moved to the office. +12 Is Sandra in the hallway? no 11 +13 Daniel went back to the bathroom. +14 Daniel picked up the apple there. +15 Is Daniel in the office? no 13 +1 John picked up the apple there. +2 John dropped the apple there. +3 Daniel went to the bedroom. +4 Sandra moved to the kitchen. +5 Is Sandra in the kitchen? yes 4 +6 Mary went back to the hallway. +7 Daniel went to the office. +8 Is Sandra in the kitchen? yes 4 +9 Sandra moved to the office. +10 John moved to the garden. +11 Is Mary in the hallway? yes 6 +12 Mary moved to the bathroom. +13 Daniel picked up the apple there. +14 Is Sandra in the office? yes 9 +15 John journeyed to the hallway. +16 Mary picked up the milk there. +17 Is Mary in the garden? no 12 +1 John went back to the bedroom. +2 Mary went back to the bathroom. +3 Is John in the hallway? no 1 +4 Daniel journeyed to the kitchen. +5 John grabbed the football there. +6 Is Daniel in the bathroom? no 4 +7 Mary moved to the kitchen. +8 Mary journeyed to the bedroom. +9 Is Mary in the bedroom? yes 8 +10 Mary went back to the garden. +11 Sandra went to the bathroom. +12 Is Mary in the garden? yes 10 +13 Mary moved to the bathroom. +14 John discarded the football there. +15 Is Mary in the bedroom? no 13 +1 Mary travelled to the kitchen. +2 John moved to the office. +3 Is Mary in the hallway? no 1 +4 John took the milk there. +5 Daniel travelled to the hallway. +6 Is John in the kitchen? no 2 +7 Mary went to the office. +8 Mary journeyed to the bathroom. +9 Is Mary in the bathroom? yes 8 +10 Mary moved to the bedroom. +11 Daniel picked up the football there. +12 Is Mary in the garden? no 10 +13 John left the milk. +14 John got the milk there. +15 Is Mary in the office? no 10 +1 John went to the office. +2 John took the milk there. +3 Is John in the garden? no 1 +4 Daniel went back to the office. +5 John journeyed to the bathroom. +6 Is Daniel in the office? yes 4 +7 Sandra went back to the garden. +8 Sandra went back to the kitchen. +9 Is Sandra in the kitchen? yes 8 +10 Daniel travelled to the bathroom. +11 Sandra travelled to the bedroom. +12 Is Sandra in the bathroom? no 11 +13 John discarded the milk there. +14 Mary moved to the bedroom. +15 Is Daniel in the hallway? no 10 +1 John journeyed to the kitchen. +2 Daniel picked up the milk there. +3 Is John in the kitchen? yes 1 +4 Mary went to the office. +5 John journeyed to the hallway. +6 Is Mary in the office? yes 4 +7 Mary went back to the bedroom. +8 John travelled to the bedroom. +9 Is Mary in the hallway? no 7 +10 Daniel dropped the milk there. +11 Sandra went to the office. +12 Is John in the bedroom? yes 8 +13 Daniel got the milk there. +14 Mary moved to the hallway. +15 Is John in the bedroom? yes 8 +1 John moved to the hallway. +2 Mary took the football there. +3 Is John in the hallway? yes 1 +4 Mary grabbed the milk there. +5 Daniel got the apple there. +6 Is John in the hallway? yes 1 +7 Daniel travelled to the bedroom. +8 John travelled to the kitchen. +9 Is Daniel in the office? no 7 +10 Mary left the milk there. +11 Mary dropped the football. +12 Is Daniel in the bedroom? yes 7 +13 John went to the bedroom. +14 Daniel put down the apple there. +15 Is John in the kitchen? no 13 +1 Daniel went back to the kitchen. +2 Daniel grabbed the apple there. +3 Is Daniel in the kitchen? yes 1 +4 Daniel went back to the bedroom. +5 Mary moved to the office. +6 Is Daniel in the hallway? no 4 +7 Sandra moved to the garden. +8 Daniel picked up the football there. +9 Is Sandra in the hallway? no 7 +10 Mary journeyed to the hallway. +11 Mary got the milk there. +12 Is Sandra in the office? no 7 +13 Daniel left the football. +14 Daniel went back to the office. +15 Is Mary in the hallway? yes 10 +1 Mary went back to the office. +2 Sandra picked up the apple there. +3 Is Mary in the office? yes 1 +4 Daniel moved to the kitchen. +5 Daniel grabbed the football there. +6 Is Daniel in the kitchen? yes 4 +7 Daniel left the football. +8 Sandra travelled to the kitchen. +9 Is Daniel in the kitchen? yes 4 +10 Mary went back to the kitchen. +11 Sandra left the apple there. +12 Is Sandra in the bathroom? no 8 +13 John journeyed to the office. +14 John went back to the kitchen. +15 Is Sandra in the hallway? no 8 +1 Mary took the apple there. +2 Daniel journeyed to the office. +3 Is Daniel in the office? yes 2 +4 John went to the office. +5 Mary went back to the garden. +6 Is Daniel in the kitchen? no 2 +7 Mary journeyed to the hallway. +8 Mary journeyed to the bedroom. +9 Is Mary in the bedroom? yes 8 +10 Daniel journeyed to the bathroom. +11 Daniel went back to the bedroom. +12 Is Mary in the bedroom? yes 8 +13 Mary left the apple. +14 Daniel went to the office. +15 Is Daniel in the office? yes 14 +1 John went to the garden. +2 John went to the bedroom. +3 Is John in the hallway? no 2 +4 Sandra grabbed the milk there. +5 Sandra dropped the milk there. +6 Is John in the bedroom? yes 2 +7 John went back to the hallway. +8 Mary took the milk there. +9 Is John in the office? no 7 +10 John went to the garden. +11 Mary left the milk. +12 Is John in the kitchen? no 10 +13 Daniel went back to the kitchen. +14 Sandra went back to the bathroom. +15 Is Sandra in the bathroom? yes 14 +1 Mary grabbed the football there. +2 Sandra went to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 Daniel took the milk there. +5 Mary left the football. +6 Is Sandra in the bathroom? yes 2 +7 John took the apple there. +8 John dropped the apple there. +9 Is Sandra in the bathroom? yes 2 +10 Daniel went to the bathroom. +11 Daniel travelled to the office. +12 Is Daniel in the kitchen? no 11 +13 Daniel discarded the milk. +14 John picked up the apple there. +15 Is Daniel in the garden? no 11 +1 Mary picked up the apple there. +2 Sandra journeyed to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 Daniel went back to the hallway. +5 Mary put down the apple. +6 Is Sandra in the hallway? no 2 +7 John took the football there. +8 Mary got the apple there. +9 Is Daniel in the hallway? yes 4 +10 Mary dropped the apple. +11 Daniel journeyed to the kitchen. +12 Is Daniel in the office? no 11 +13 Mary took the apple there. +14 Daniel went to the office. +15 Is Daniel in the office? yes 14 +1 Sandra journeyed to the bedroom. +2 Mary went back to the hallway. +3 Is Sandra in the kitchen? no 1 +4 Daniel moved to the hallway. +5 John went to the kitchen. +6 Is John in the kitchen? yes 5 +7 Mary went to the bedroom. +8 Mary went back to the kitchen. +9 Is Mary in the kitchen? yes 8 +10 Daniel travelled to the kitchen. +11 John went back to the bedroom. +12 Is John in the garden? no 11 +13 John went back to the bathroom. +14 John went to the garden. +15 Is John in the garden? yes 14 +1 Mary journeyed to the hallway. +2 Mary picked up the football there. +3 Is Mary in the garden? no 1 +4 John travelled to the office. +5 Mary moved to the office. +6 Is Mary in the office? yes 5 +7 John journeyed to the garden. +8 Daniel moved to the kitchen. +9 Is Mary in the hallway? no 5 +10 Mary dropped the football. +11 Daniel picked up the apple there. +12 Is Daniel in the kitchen? yes 8 +13 Mary went to the bathroom. +14 Daniel moved to the bedroom. +15 Is Daniel in the bedroom? yes 14 +1 Mary grabbed the apple there. +2 Mary discarded the apple. +3 Sandra moved to the bedroom. +4 John moved to the garden. +5 Is John in the bedroom? no 4 +6 Sandra journeyed to the garden. +7 Sandra took the milk there. +8 Is Sandra in the kitchen? no 6 +9 Sandra journeyed to the office. +10 Daniel went to the garden. +11 Is John in the kitchen? no 4 +12 Sandra discarded the milk there. +13 John travelled to the kitchen. +14 Is Daniel in the garden? yes 10 +15 Mary moved to the office. +16 John went back to the bathroom. +17 Is John in the garden? no 16 +1 Mary went back to the bedroom. +2 Daniel journeyed to the bedroom. +3 Is Mary in the bedroom? yes 1 +4 John moved to the office. +5 John moved to the garden. +6 Is John in the garden? yes 5 +7 Sandra moved to the bathroom. +8 Daniel journeyed to the office. +9 Is Daniel in the office? yes 8 +10 Mary journeyed to the hallway. +11 Sandra travelled to the office. +12 Is Daniel in the office? yes 8 +13 Daniel journeyed to the kitchen. +14 Sandra travelled to the bedroom. +15 Is Sandra in the hallway? no 14 +1 John moved to the office. +2 Daniel moved to the bedroom. +3 Is John in the office? yes 1 +4 Sandra grabbed the milk there. +5 Sandra dropped the milk there. +6 Is John in the garden? no 1 +7 Mary moved to the garden. +8 John went back to the kitchen. +9 Is Mary in the kitchen? no 7 +10 Mary picked up the football there. +11 John picked up the milk there. +12 Is John in the kitchen? yes 8 +13 John journeyed to the office. +14 John put down the milk. +15 Is John in the bedroom? no 13 +1 Mary got the apple there. +2 Sandra got the football there. +3 Mary journeyed to the garden. +4 Mary dropped the apple. +5 Is Mary in the bathroom? no 3 +6 Mary picked up the apple there. +7 Daniel went back to the kitchen. +8 Is Mary in the garden? yes 3 +9 Sandra travelled to the hallway. +10 Sandra went back to the office. +11 Is Daniel in the bathroom? no 7 +12 Mary grabbed the milk there. +13 Sandra left the football. +14 Is Daniel in the kitchen? yes 7 +15 Sandra travelled to the garden. +16 Mary left the apple. +17 Is Sandra in the hallway? no 15 +1 John journeyed to the bathroom. +2 Daniel journeyed to the bathroom. +3 Is John in the kitchen? no 1 +4 Sandra got the football there. +5 Mary took the milk there. +6 Is Daniel in the office? no 2 +7 Sandra travelled to the garden. +8 John travelled to the office. +9 Is Daniel in the garden? no 2 +10 John went back to the bathroom. +11 John took the apple there. +12 Is Sandra in the hallway? no 7 +13 Sandra left the football. +14 John went to the garden. +15 Is John in the garden? yes 14 +1 Mary took the football there. +2 Mary dropped the football. +3 Sandra picked up the football there. +4 Sandra went back to the bathroom. +5 Is Sandra in the bathroom? yes 4 +6 Mary went to the kitchen. +7 John travelled to the bathroom. +8 Is John in the office? no 7 +9 Mary went to the garden. +10 Daniel went to the hallway. +11 Is Sandra in the kitchen? no 4 +12 Sandra left the football. +13 Sandra took the football there. +14 Is Mary in the garden? yes 9 +15 Mary went to the office. +16 Sandra put down the football. +17 Is Mary in the bedroom? no 15 +1 Mary got the football there. +2 John journeyed to the bathroom. +3 Is John in the garden? no 2 +4 Mary journeyed to the office. +5 Mary discarded the football. +6 Is John in the bathroom? yes 2 +7 John picked up the apple there. +8 John travelled to the office. +9 Is Mary in the office? yes 4 +10 John journeyed to the bedroom. +11 Sandra went back to the hallway. +12 Is Sandra in the hallway? yes 11 +13 Mary journeyed to the hallway. +14 Daniel moved to the office. +15 Is John in the kitchen? no 10 +1 Sandra travelled to the garden. +2 Daniel journeyed to the garden. +3 Is Sandra in the kitchen? no 1 +4 Sandra travelled to the hallway. +5 John got the football there. +6 Is Sandra in the hallway? yes 4 +7 Mary grabbed the milk there. +8 Daniel went to the bedroom. +9 Is Daniel in the bedroom? yes 8 +10 John put down the football. +11 Mary journeyed to the garden. +12 Is Daniel in the hallway? no 8 +13 Mary dropped the milk. +14 Daniel went back to the kitchen. +15 Is Daniel in the garden? no 14 +1 John got the football there. +2 John moved to the bedroom. +3 Is John in the bedroom? yes 2 +4 Daniel travelled to the kitchen. +5 Sandra moved to the garden. +6 Is John in the kitchen? no 2 +7 John grabbed the milk there. +8 Sandra went to the bedroom. +9 Is Sandra in the kitchen? no 8 +10 Sandra journeyed to the hallway. +11 Sandra went to the bathroom. +12 Is Sandra in the bathroom? yes 11 +13 Mary moved to the office. +14 John went back to the kitchen. +15 Is Mary in the office? yes 13 +1 John took the football there. +2 John went to the bathroom. +3 Is John in the garden? no 2 +4 John went to the garden. +5 John picked up the apple there. +6 Is John in the office? no 4 +7 John journeyed to the kitchen. +8 Mary went to the hallway. +9 Is Mary in the hallway? yes 8 +10 Sandra journeyed to the garden. +11 Sandra travelled to the kitchen. +12 Is John in the hallway? no 7 +13 Mary went to the garden. +14 Mary took the milk there. +15 Is Mary in the bedroom? no 13 +1 John went to the hallway. +2 John went to the garden. +3 Is John in the garden? yes 2 +4 Daniel moved to the office. +5 Sandra moved to the garden. +6 Is John in the garden? yes 2 +7 Daniel took the milk there. +8 John went back to the kitchen. +9 Is John in the bedroom? no 8 +10 John moved to the garden. +11 Daniel put down the milk. +12 Is John in the garden? yes 10 +13 Daniel took the milk there. +14 Mary picked up the football there. +15 Is John in the garden? yes 10 +1 John went to the bedroom. +2 John got the football there. +3 Is John in the office? no 1 +4 Daniel grabbed the milk there. +5 Mary travelled to the hallway. +6 Is John in the bedroom? yes 1 +7 Daniel went back to the hallway. +8 Mary went back to the bathroom. +9 Is Mary in the bathroom? yes 8 +10 John discarded the football. +11 John got the football there. +12 Is Mary in the bathroom? yes 8 +13 Mary went to the office. +14 John left the football. +15 Is Mary in the office? yes 13 +1 Sandra went to the bedroom. +2 Sandra took the apple there. +3 Is Sandra in the bedroom? yes 1 +4 Mary travelled to the bathroom. +5 Daniel went back to the garden. +6 Is Sandra in the garden? no 1 +7 Sandra left the apple. +8 John took the milk there. +9 Is Daniel in the bathroom? no 5 +10 Daniel moved to the bathroom. +11 Daniel travelled to the kitchen. +12 Is Daniel in the kitchen? yes 11 +13 Mary went back to the hallway. +14 Daniel journeyed to the garden. +15 Is Daniel in the garden? yes 14 +1 Mary picked up the milk there. +2 Daniel took the apple there. +3 Daniel put down the apple. +4 John went back to the kitchen. +5 Is John in the kitchen? yes 4 +6 Mary put down the milk there. +7 Mary grabbed the milk there. +8 Is John in the kitchen? yes 4 +9 Daniel went back to the office. +10 John went to the office. +11 Is Daniel in the garden? no 9 +12 John moved to the bedroom. +13 Mary put down the milk there. +14 Is Daniel in the office? yes 9 +15 Sandra moved to the bedroom. +16 Daniel took the milk there. +17 Is Sandra in the bedroom? yes 15 +1 John moved to the kitchen. +2 John journeyed to the garden. +3 Is John in the garden? yes 2 +4 Daniel went back to the office. +5 Sandra journeyed to the bedroom. +6 Is John in the bathroom? no 2 +7 Sandra travelled to the kitchen. +8 John went to the kitchen. +9 Is Daniel in the office? yes 4 +10 Mary travelled to the bathroom. +11 Sandra grabbed the apple there. +12 Is Sandra in the kitchen? yes 7 +13 Sandra dropped the apple there. +14 Daniel went to the hallway. +15 Is Mary in the bathroom? yes 10 +1 Mary went to the hallway. +2 Sandra went to the garden. +3 Is Mary in the office? no 1 +4 Mary took the apple there. +5 Mary went back to the garden. +6 Is Mary in the garden? yes 5 +7 John went to the bathroom. +8 Mary got the milk there. +9 Is Mary in the garden? yes 5 +10 Mary moved to the office. +11 Mary left the milk there. +12 Is Mary in the bathroom? no 10 +13 Daniel went to the bedroom. +14 Sandra journeyed to the kitchen. +15 Is Sandra in the garden? no 14 +1 John moved to the bedroom. +2 Mary journeyed to the bedroom. +3 Is John in the kitchen? no 1 +4 Mary took the apple there. +5 Mary went to the garden. +6 Is Mary in the bathroom? no 5 +7 Mary put down the apple. +8 Daniel moved to the hallway. +9 Is Daniel in the bedroom? no 8 +10 John travelled to the bathroom. +11 John grabbed the milk there. +12 Is Mary in the garden? yes 5 +13 Sandra travelled to the bedroom. +14 Mary grabbed the apple there. +15 Is John in the bathroom? yes 10 +1 Daniel took the milk there. +2 Daniel left the milk. +3 Mary went back to the kitchen. +4 Daniel travelled to the bathroom. +5 Is Daniel in the bathroom? yes 4 +6 John moved to the hallway. +7 John went to the bedroom. +8 Is John in the bedroom? yes 7 +9 Mary went back to the bathroom. +10 John travelled to the office. +11 Is John in the kitchen? no 10 +12 Mary went to the bedroom. +13 Mary got the milk there. +14 Is John in the office? yes 10 +15 Sandra travelled to the bedroom. +16 Mary discarded the milk. +17 Is Mary in the bedroom? yes 12 +1 John journeyed to the office. +2 Daniel travelled to the hallway. +3 Is Daniel in the bathroom? no 2 +4 Daniel moved to the garden. +5 John got the football there. +6 Is John in the office? yes 1 +7 Sandra went to the office. +8 Mary went back to the garden. +9 Is Daniel in the garden? yes 4 +10 John put down the football there. +11 Mary went to the bathroom. +12 Is Sandra in the office? yes 7 +13 Sandra got the football there. +14 Daniel moved to the office. +15 Is Mary in the hallway? no 11 +1 Mary travelled to the hallway. +2 Daniel grabbed the milk there. +3 Is Mary in the hallway? yes 1 +4 Daniel moved to the bathroom. +5 Mary went back to the garden. +6 Is Daniel in the kitchen? no 4 +7 Daniel went to the office. +8 Daniel got the apple there. +9 Is Daniel in the kitchen? no 7 +10 Daniel went to the kitchen. +11 Daniel got the football there. +12 Is Daniel in the bedroom? no 10 +13 Daniel dropped the apple. +14 Daniel put down the football. +15 Is Daniel in the kitchen? yes 10 +1 Mary picked up the apple there. +2 Daniel journeyed to the kitchen. +3 Is Daniel in the hallway? no 2 +4 Daniel went to the hallway. +5 Daniel got the football there. +6 Is Daniel in the bathroom? no 4 +7 Daniel discarded the football. +8 Daniel picked up the football there. +9 Is Daniel in the kitchen? no 4 +10 Daniel left the football. +11 Daniel took the football there. +12 Sandra moved to the hallway. +13 John journeyed to the garden. +14 Is Sandra in the bedroom? no 12 +15 John moved to the bathroom. +16 Sandra journeyed to the bedroom. +17 Is Sandra in the kitchen? no 16 +1 Sandra journeyed to the bathroom. +2 Daniel journeyed to the office. +3 Is Daniel in the kitchen? no 2 +4 Mary journeyed to the bedroom. +5 John went to the garden. +6 Is John in the bedroom? no 5 +7 Daniel went to the kitchen. +8 Mary went back to the office. +9 Is Mary in the office? yes 8 +10 John took the apple there. +11 Mary went back to the kitchen. +12 Is Daniel in the kitchen? yes 7 +13 Mary journeyed to the bedroom. +14 Daniel got the football there. +15 Is Mary in the bedroom? yes 13 +1 Mary journeyed to the office. +2 Daniel went back to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Daniel moved to the bathroom. +5 Mary grabbed the football there. +6 Is Mary in the hallway? no 1 +7 Daniel journeyed to the bedroom. +8 John went to the bathroom. +9 Is John in the bathroom? yes 8 +10 Mary dropped the football there. +11 Sandra went to the bedroom. +12 Is Sandra in the bedroom? yes 11 +13 Daniel went back to the garden. +14 Sandra travelled to the bathroom. +15 Is Sandra in the bedroom? no 14 +1 Daniel grabbed the milk there. +2 Daniel picked up the apple there. +3 Daniel dropped the milk. +4 Mary moved to the office. +5 Is Mary in the bedroom? no 4 +6 Mary got the milk there. +7 Mary went back to the bathroom. +8 Is Mary in the bathroom? yes 7 +9 John moved to the bedroom. +10 John moved to the hallway. +11 Is Mary in the bathroom? yes 7 +12 Mary discarded the milk there. +13 Mary travelled to the hallway. +14 Is Mary in the hallway? yes 13 +15 Sandra journeyed to the bedroom. +16 John got the football there. +17 Is Mary in the hallway? yes 13 +1 Daniel got the football there. +2 Daniel moved to the garden. +3 Is Daniel in the garden? yes 2 +4 Mary travelled to the kitchen. +5 Mary moved to the bathroom. +6 Is Mary in the garden? no 5 +7 Daniel got the milk there. +8 Daniel journeyed to the hallway. +9 Is Mary in the kitchen? no 5 +10 Daniel put down the football. +11 Daniel left the milk. +12 Is Mary in the bathroom? yes 5 +13 Daniel grabbed the football there. +14 Daniel grabbed the milk there. +15 Is Daniel in the hallway? yes 8 +1 Daniel took the milk there. +2 Daniel went to the garden. +3 Is Daniel in the garden? yes 2 +4 Mary picked up the apple there. +5 Daniel left the milk there. +6 Is Daniel in the garden? yes 2 +7 Daniel moved to the bathroom. +8 Daniel travelled to the kitchen. +9 Is Daniel in the kitchen? yes 8 +10 Daniel went back to the garden. +11 Daniel journeyed to the hallway. +12 Is Daniel in the bedroom? no 11 +13 Daniel went back to the bathroom. +14 John travelled to the hallway. +15 Is Daniel in the bathroom? yes 13 +1 Mary moved to the bedroom. +2 Daniel travelled to the bathroom. +3 Is Daniel in the kitchen? no 2 +4 Daniel got the football there. +5 Mary went back to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 Sandra travelled to the garden. +8 Mary went to the bedroom. +9 Is Mary in the office? no 8 +10 Sandra went back to the bathroom. +11 John journeyed to the kitchen. +12 Is John in the kitchen? yes 11 +13 Daniel left the football. +14 John went back to the bedroom. +15 Is John in the hallway? no 14 +1 John travelled to the office. +2 Mary travelled to the hallway. +3 Is John in the kitchen? no 1 +4 Mary took the apple there. +5 Sandra journeyed to the office. +6 Is Sandra in the kitchen? no 5 +7 John took the milk there. +8 Mary went to the bedroom. +9 Is Mary in the bathroom? no 8 +10 Sandra journeyed to the bedroom. +11 Mary moved to the garden. +12 Is Mary in the bathroom? no 11 +13 Sandra took the football there. +14 Sandra journeyed to the garden. +15 Is Mary in the kitchen? no 11 +1 Daniel went to the bedroom. +2 Mary went to the kitchen. +3 Is Mary in the bedroom? no 2 +4 Daniel journeyed to the hallway. +5 Mary travelled to the bedroom. +6 Is Daniel in the hallway? yes 4 +7 Daniel travelled to the kitchen. +8 John travelled to the bathroom. +9 Is Mary in the kitchen? no 5 +10 Sandra moved to the garden. +11 Sandra grabbed the apple there. +12 Is Daniel in the hallway? no 7 +13 Daniel went back to the office. +14 Sandra dropped the apple. +15 Is Daniel in the office? yes 13 +1 Daniel picked up the apple there. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the hallway? no 2 +4 John travelled to the bedroom. +5 Mary journeyed to the garden. +6 Is Mary in the garden? yes 5 +7 John went back to the hallway. +8 John travelled to the bedroom. +9 Is John in the bedroom? yes 8 +10 Mary went to the kitchen. +11 Mary went to the hallway. +12 Is Mary in the hallway? yes 11 +13 Sandra went back to the kitchen. +14 Daniel left the apple there. +15 Is Sandra in the office? no 13 +1 Sandra went back to the bedroom. +2 Mary journeyed to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 John travelled to the bedroom. +5 Mary travelled to the bedroom. +6 Is Sandra in the bedroom? yes 1 +7 Mary got the apple there. +8 Daniel journeyed to the garden. +9 Is Mary in the bedroom? yes 5 +10 John went to the office. +11 Daniel went back to the kitchen. +12 Is John in the office? yes 10 +13 John journeyed to the kitchen. +14 John got the milk there. +15 Is John in the bathroom? no 13 +1 John got the football there. +2 Daniel picked up the milk there. +3 Mary travelled to the bedroom. +4 Daniel discarded the milk there. +5 Is Mary in the bedroom? yes 3 +6 Sandra travelled to the kitchen. +7 John left the football. +8 Is Sandra in the kitchen? yes 6 +9 John went back to the bedroom. +10 John grabbed the milk there. +11 Is Sandra in the kitchen? yes 6 +12 John dropped the milk. +13 Sandra journeyed to the office. +14 Is John in the bathroom? no 9 +15 Sandra went to the bedroom. +16 Mary travelled to the bathroom. +17 Is Sandra in the bedroom? yes 15 +1 Sandra went back to the hallway. +2 John travelled to the bedroom. +3 Is Sandra in the office? no 1 +4 Daniel went to the office. +5 John moved to the kitchen. +6 Is Daniel in the office? yes 4 +7 Mary picked up the milk there. +8 John journeyed to the bedroom. +9 Is Daniel in the office? yes 4 +10 Sandra moved to the kitchen. +11 Sandra went to the bathroom. +12 Is Sandra in the bathroom? yes 11 +13 Sandra went to the bedroom. +14 Mary dropped the milk there. +15 Is John in the office? no 8 +1 Sandra went back to the bathroom. +2 Mary took the apple there. +3 Is Sandra in the garden? no 1 +4 John grabbed the football there. +5 Daniel journeyed to the bathroom. +6 Is Sandra in the hallway? no 1 +7 Mary journeyed to the kitchen. +8 John travelled to the hallway. +9 Is John in the hallway? yes 8 +10 Mary grabbed the milk there. +11 Sandra journeyed to the garden. +12 Is John in the hallway? yes 8 +13 John went to the bedroom. +14 John discarded the football. +15 Is John in the bedroom? yes 13 +1 Daniel moved to the hallway. +2 John journeyed to the garden. +3 Is Daniel in the hallway? yes 1 +4 Daniel went to the office. +5 Sandra went to the office. +6 Is Daniel in the office? yes 4 +7 Sandra journeyed to the hallway. +8 John went to the kitchen. +9 Is John in the hallway? no 8 +10 Sandra went to the office. +11 John went back to the garden. +12 Is John in the garden? yes 11 +13 Mary moved to the office. +14 Sandra went to the garden. +15 Is John in the garden? yes 11 +1 Mary went to the bathroom. +2 Sandra took the football there. +3 Is Mary in the bathroom? yes 1 +4 Sandra left the football. +5 Daniel went back to the hallway. +6 Is Daniel in the office? no 5 +7 Mary journeyed to the office. +8 Sandra moved to the kitchen. +9 Is Mary in the hallway? no 7 +10 Mary journeyed to the hallway. +11 Sandra grabbed the milk there. +12 Is Mary in the kitchen? no 10 +13 Sandra left the milk. +14 Sandra journeyed to the garden. +15 Is Sandra in the garden? yes 14 +1 Mary moved to the bathroom. +2 Sandra took the football there. +3 Is Mary in the bathroom? yes 1 +4 Daniel went to the kitchen. +5 Daniel took the milk there. +6 Is Daniel in the kitchen? yes 4 +7 Daniel put down the milk. +8 Daniel went back to the garden. +9 Is Daniel in the garden? yes 8 +10 Sandra left the football. +11 Sandra journeyed to the office. +12 Is Daniel in the office? no 8 +13 Daniel travelled to the office. +14 Mary got the apple there. +15 Is Daniel in the office? yes 13 +1 Mary went back to the office. +2 Daniel travelled to the hallway. +3 Is Daniel in the hallway? yes 2 +4 John went to the hallway. +5 Mary went back to the garden. +6 Is Daniel in the bathroom? no 2 +7 John travelled to the office. +8 John went to the kitchen. +9 Is Daniel in the office? no 2 +10 Daniel moved to the garden. +11 John moved to the garden. +12 Is John in the garden? yes 11 +13 Daniel went back to the hallway. +14 Sandra journeyed to the garden. +15 Is John in the garden? yes 11 +1 Mary went to the hallway. +2 Mary travelled to the office. +3 Is Mary in the kitchen? no 2 +4 John grabbed the milk there. +5 Daniel went back to the office. +6 Is Mary in the hallway? no 2 +7 John left the milk. +8 John picked up the milk there. +9 Is Mary in the hallway? no 2 +10 John dropped the milk. +11 Daniel went back to the kitchen. +12 Is Daniel in the office? no 11 +13 Daniel grabbed the apple there. +14 John went to the kitchen. +15 Is Daniel in the garden? no 11 +1 Mary travelled to the office. +2 Sandra grabbed the apple there. +3 Is Mary in the garden? no 1 +4 Mary went to the hallway. +5 Mary journeyed to the bedroom. +6 Is Mary in the hallway? no 5 +7 Sandra dropped the apple there. +8 Daniel went to the kitchen. +9 Is Mary in the bedroom? yes 5 +10 Sandra moved to the bathroom. +11 Sandra travelled to the garden. +12 Is Mary in the bathroom? no 5 +13 Mary grabbed the apple there. +14 Mary discarded the apple. +15 Is Daniel in the kitchen? yes 8 +1 Mary went to the kitchen. +2 John grabbed the apple there. +3 Is Mary in the office? no 1 +4 Daniel journeyed to the office. +5 Sandra grabbed the milk there. +6 Is Daniel in the office? yes 4 +7 Sandra dropped the milk. +8 Mary moved to the bathroom. +9 Is Daniel in the office? yes 4 +10 Mary journeyed to the garden. +11 Sandra went to the bathroom. +12 Is Mary in the garden? yes 10 +13 Daniel moved to the kitchen. +14 John journeyed to the garden. +15 Is Mary in the office? no 10 +1 Mary took the football there. +2 Daniel travelled to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Mary discarded the football. +5 Mary took the football there. +6 Is Daniel in the bedroom? no 2 +7 Mary dropped the football. +8 John travelled to the kitchen. +9 Is Daniel in the kitchen? yes 2 +10 Sandra went to the kitchen. +11 Mary journeyed to the kitchen. +12 Is John in the kitchen? yes 8 +13 John went to the garden. +14 John journeyed to the hallway. +15 Is John in the hallway? yes 14 +1 Mary got the milk there. +2 Mary journeyed to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 John journeyed to the hallway. +5 Mary picked up the football there. +6 Is John in the hallway? yes 4 +7 Mary dropped the football. +8 Mary went to the bathroom. +9 Is Mary in the bathroom? yes 8 +10 Mary left the milk there. +11 Mary moved to the hallway. +12 Is Mary in the bathroom? no 11 +13 Sandra went back to the hallway. +14 Sandra went back to the office. +15 Is Mary in the bedroom? no 11 +1 Mary moved to the bathroom. +2 Sandra travelled to the kitchen. +3 Is Sandra in the bathroom? no 2 +4 Sandra went back to the bathroom. +5 Daniel got the football there. +6 Is Sandra in the bathroom? yes 4 +7 Mary moved to the kitchen. +8 Daniel discarded the football. +9 Is Mary in the kitchen? yes 7 +10 Sandra picked up the football there. +11 Sandra left the football there. +12 Is Mary in the bedroom? no 7 +13 Mary went back to the bedroom. +14 Mary went back to the garden. +15 Is Mary in the hallway? no 14 +1 Mary went back to the garden. +2 Daniel moved to the bedroom. +3 Is Mary in the garden? yes 1 +4 Mary journeyed to the bedroom. +5 Mary journeyed to the hallway. +6 Is Mary in the garden? no 5 +7 John journeyed to the bathroom. +8 John moved to the kitchen. +9 Is John in the office? no 8 +10 Daniel went back to the kitchen. +11 John went back to the bathroom. +12 Is Mary in the garden? no 5 +13 Mary picked up the football there. +14 John went back to the hallway. +15 Is John in the bathroom? no 14 +1 John went back to the kitchen. +2 Daniel journeyed to the hallway. +3 Is John in the kitchen? yes 1 +4 Daniel moved to the office. +5 Mary moved to the bedroom. +6 Is John in the kitchen? yes 1 +7 John travelled to the bedroom. +8 John moved to the kitchen. +9 Is Daniel in the office? yes 4 +10 Daniel travelled to the bedroom. +11 John went back to the office. +12 Is John in the office? yes 11 +13 Daniel journeyed to the garden. +14 John went back to the bedroom. +15 Is John in the bedroom? yes 14 +1 Mary went to the kitchen. +2 Daniel picked up the milk there. +3 Is Mary in the kitchen? yes 1 +4 Sandra went to the kitchen. +5 Mary travelled to the bedroom. +6 Is Mary in the bedroom? yes 5 +7 Daniel went back to the office. +8 Sandra grabbed the football there. +9 Is Mary in the bedroom? yes 5 +10 Daniel moved to the kitchen. +11 Mary travelled to the bathroom. +12 Is Daniel in the kitchen? yes 10 +13 John went back to the hallway. +14 Sandra left the football there. +15 Is Daniel in the kitchen? yes 10 +1 Mary went back to the bedroom. +2 Daniel got the football there. +3 Is Mary in the bedroom? yes 1 +4 Sandra travelled to the kitchen. +5 Mary went back to the garden. +6 Is Sandra in the bedroom? no 4 +7 Daniel dropped the football. +8 Daniel went to the kitchen. +9 Is Daniel in the kitchen? yes 8 +10 Sandra went to the bathroom. +11 John took the football there. +12 Is Sandra in the bathroom? yes 10 +13 Daniel moved to the bedroom. +14 Sandra travelled to the office. +15 Is Sandra in the hallway? no 14 +1 Mary journeyed to the office. +2 Sandra journeyed to the office. +3 Is Sandra in the bathroom? no 2 +4 Sandra went back to the bedroom. +5 John grabbed the apple there. +6 Is Sandra in the garden? no 4 +7 John journeyed to the bedroom. +8 Mary moved to the bathroom. +9 Is John in the kitchen? no 7 +10 John went to the kitchen. +11 Mary took the football there. +12 Is Mary in the hallway? no 8 +13 Daniel went back to the office. +14 Sandra went to the hallway. +15 Is Mary in the bathroom? yes 8 +1 Mary journeyed to the office. +2 Sandra travelled to the hallway. +3 Is Mary in the office? yes 1 +4 John journeyed to the hallway. +5 John moved to the bathroom. +6 Is John in the garden? no 5 +7 John got the milk there. +8 Sandra journeyed to the kitchen. +9 Is Sandra in the hallway? no 8 +10 Daniel went to the bathroom. +11 Mary travelled to the hallway. +12 Is Daniel in the bathroom? yes 10 +13 John went back to the hallway. +14 Sandra took the football there. +15 Is Mary in the hallway? yes 11 +1 John went back to the office. +2 John journeyed to the garden. +3 Is John in the garden? yes 2 +4 Mary went back to the bedroom. +5 Sandra journeyed to the bathroom. +6 Is Sandra in the bedroom? no 5 +7 John travelled to the office. +8 John picked up the milk there. +9 Is John in the kitchen? no 7 +10 Mary went back to the garden. +11 Mary travelled to the kitchen. +12 Is John in the office? yes 7 +13 John journeyed to the garden. +14 Sandra went back to the hallway. +15 Is Mary in the garden? no 11 +1 Mary got the apple there. +2 Sandra travelled to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Daniel went to the bathroom. +5 Daniel went back to the kitchen. +6 Is Daniel in the garden? no 5 +7 Sandra journeyed to the kitchen. +8 Daniel travelled to the office. +9 Is Sandra in the office? no 7 +10 Mary went back to the office. +11 Mary dropped the apple. +12 Is Sandra in the garden? no 7 +13 Mary journeyed to the garden. +14 Mary moved to the bedroom. +15 Is Daniel in the hallway? no 8 +1 Mary grabbed the milk there. +2 Mary discarded the milk. +3 Mary went back to the bathroom. +4 Sandra went back to the bathroom. +5 Is Sandra in the bathroom? yes 4 +6 John went to the hallway. +7 Daniel went to the hallway. +8 Is Mary in the bathroom? yes 3 +9 Sandra moved to the hallway. +10 Mary went to the hallway. +11 Is Daniel in the kitchen? no 7 +12 Sandra moved to the kitchen. +13 Daniel travelled to the bedroom. +14 Is Sandra in the kitchen? yes 12 +15 Mary journeyed to the bathroom. +16 John travelled to the bedroom. +17 Is Mary in the bathroom? yes 15 +1 Sandra took the football there. +2 Sandra travelled to the garden. +3 Is Sandra in the garden? yes 2 +4 Daniel went to the office. +5 Sandra discarded the football. +6 Is Sandra in the kitchen? no 2 +7 Mary journeyed to the bedroom. +8 Mary moved to the garden. +9 Is Mary in the garden? yes 8 +10 John moved to the office. +11 John picked up the apple there. +12 Is John in the office? yes 10 +13 Sandra went back to the bathroom. +14 Mary went to the hallway. +15 Is Mary in the garden? no 14 +1 Mary got the football there. +2 Mary moved to the bathroom. +3 Is Mary in the office? no 2 +4 John journeyed to the hallway. +5 John took the apple there. +6 Is John in the hallway? yes 4 +7 Sandra went to the garden. +8 John put down the apple. +9 Is Mary in the bathroom? yes 2 +10 Mary moved to the hallway. +11 Sandra went back to the bedroom. +12 Is Sandra in the bedroom? yes 11 +13 Daniel moved to the garden. +14 Mary grabbed the apple there. +15 Is Sandra in the bedroom? yes 11 +1 John moved to the office. +2 John journeyed to the bedroom. +3 Is John in the bathroom? no 2 +4 Mary went to the hallway. +5 John travelled to the hallway. +6 Is John in the hallway? yes 5 +7 Daniel moved to the garden. +8 John went back to the bedroom. +9 Is Mary in the hallway? yes 4 +10 Mary travelled to the kitchen. +11 John went back to the garden. +12 Is John in the garden? yes 11 +13 Mary travelled to the garden. +14 John journeyed to the bedroom. +15 Is John in the bedroom? yes 14 +1 Sandra got the football there. +2 Mary took the apple there. +3 Mary left the apple there. +4 Daniel travelled to the office. +5 Is Daniel in the office? yes 4 +6 John went to the bathroom. +7 Sandra put down the football. +8 Is John in the bathroom? yes 6 +9 Mary picked up the apple there. +10 Sandra journeyed to the hallway. +11 Is Daniel in the office? yes 4 +12 Daniel journeyed to the kitchen. +13 Daniel took the milk there. +14 Is Sandra in the office? no 10 +15 Daniel travelled to the office. +16 Daniel journeyed to the garden. +17 Is Sandra in the hallway? yes 10 +1 John grabbed the milk there. +2 John dropped the milk. +3 John journeyed to the bathroom. +4 Mary went to the bathroom. +5 Is Mary in the bathroom? yes 4 +6 John journeyed to the bedroom. +7 Mary grabbed the football there. +8 Is John in the kitchen? no 6 +9 John journeyed to the kitchen. +10 Mary dropped the football. +11 Is John in the kitchen? yes 9 +12 Mary grabbed the football there. +13 Mary travelled to the garden. +14 Is John in the kitchen? yes 9 +15 Mary grabbed the milk there. +16 Mary dropped the milk. +17 Is Mary in the garden? yes 13 +1 John went back to the garden. +2 Sandra journeyed to the bedroom. +3 Is John in the bedroom? no 1 +4 Daniel travelled to the office. +5 Mary went back to the kitchen. +6 Is John in the garden? yes 1 +7 Daniel picked up the milk there. +8 Daniel put down the milk. +9 Is Mary in the kitchen? yes 5 +10 Daniel went to the bedroom. +11 Sandra got the apple there. +12 Is Daniel in the bedroom? yes 10 +13 John travelled to the bathroom. +14 Daniel went back to the kitchen. +15 Is Daniel in the kitchen? yes 14 +1 Sandra picked up the apple there. +2 Daniel went back to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Mary went back to the hallway. +5 Daniel picked up the football there. +6 Is Daniel in the bedroom? yes 2 +7 Sandra left the apple there. +8 Sandra took the apple there. +9 Is Daniel in the bedroom? yes 2 +10 Mary travelled to the bedroom. +11 Sandra left the apple. +12 Is Mary in the kitchen? no 10 +13 Mary grabbed the milk there. +14 Sandra went to the garden. +15 Is Mary in the bedroom? yes 10 +1 Sandra took the milk there. +2 Sandra went to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 John went to the bedroom. +5 Sandra grabbed the football there. +6 Is Sandra in the kitchen? yes 2 +7 Mary journeyed to the office. +8 Sandra journeyed to the bedroom. +9 Is John in the garden? no 4 +10 John went to the bathroom. +11 John travelled to the kitchen. +12 Is John in the kitchen? yes 11 +13 Sandra dropped the milk. +14 Sandra grabbed the milk there. +15 Is John in the kitchen? yes 11 +1 John went to the hallway. +2 Sandra journeyed to the hallway. +3 Is Sandra in the bedroom? no 2 +4 John journeyed to the bedroom. +5 Mary grabbed the football there. +6 Is Sandra in the hallway? yes 2 +7 John went to the garden. +8 John went to the bedroom. +9 Is John in the bedroom? yes 8 +10 Sandra went back to the bedroom. +11 Mary journeyed to the bathroom. +12 Is John in the bedroom? yes 8 +13 Mary left the football there. +14 Daniel journeyed to the garden. +15 Is Mary in the bedroom? no 11 +1 Sandra got the football there. +2 Sandra went back to the office. +3 Is Sandra in the hallway? no 2 +4 Sandra put down the football. +5 Daniel got the apple there. +6 Is Sandra in the garden? no 2 +7 Daniel put down the apple. +8 John grabbed the football there. +9 Is Sandra in the hallway? no 2 +10 Daniel went to the office. +11 John dropped the football there. +12 Is Daniel in the hallway? no 10 +13 Mary travelled to the kitchen. +14 Sandra went back to the bathroom. +15 Is Sandra in the bathroom? yes 14 +1 Sandra took the apple there. +2 Daniel journeyed to the garden. +3 Is Daniel in the garden? yes 2 +4 John got the football there. +5 John journeyed to the bedroom. +6 Is John in the garden? no 5 +7 Daniel grabbed the milk there. +8 John dropped the football there. +9 Is Daniel in the hallway? no 2 +10 Mary journeyed to the bedroom. +11 John took the football there. +12 Is Mary in the bedroom? yes 10 +13 Daniel put down the milk. +14 Mary went back to the kitchen. +15 Is Mary in the bathroom? no 14 +1 John travelled to the hallway. +2 John journeyed to the bathroom. +3 Is John in the hallway? no 2 +4 Mary journeyed to the kitchen. +5 Mary moved to the office. +6 Is John in the kitchen? no 2 +7 John took the milk there. +8 Sandra went to the office. +9 Is Mary in the office? yes 5 +10 Daniel moved to the hallway. +11 John travelled to the hallway. +12 Is Mary in the bedroom? no 5 +13 John took the apple there. +14 John travelled to the office. +15 Is John in the bathroom? no 14 +1 Daniel travelled to the garden. +2 Mary journeyed to the hallway. +3 Is Mary in the hallway? yes 2 +4 Daniel travelled to the hallway. +5 Sandra went to the bathroom. +6 Is Sandra in the bathroom? yes 5 +7 Daniel went back to the bathroom. +8 Daniel travelled to the office. +9 Is Sandra in the hallway? no 5 +10 Sandra got the football there. +11 Daniel went back to the kitchen. +12 Is Sandra in the bathroom? yes 5 +13 Mary travelled to the bathroom. +14 Daniel grabbed the milk there. +15 Is Daniel in the kitchen? yes 11 +1 Mary took the milk there. +2 Mary left the milk. +3 John went back to the kitchen. +4 Mary went back to the bedroom. +5 Is John in the kitchen? yes 3 +6 Sandra travelled to the bedroom. +7 John moved to the garden. +8 Is John in the garden? yes 7 +9 Mary travelled to the kitchen. +10 Mary travelled to the bathroom. +11 Is Sandra in the hallway? no 6 +12 Sandra grabbed the football there. +13 Mary travelled to the garden. +14 Is Mary in the kitchen? no 13 +15 Mary went back to the bathroom. +16 Daniel travelled to the bedroom. +17 Is Daniel in the bedroom? yes 16 +1 Mary went back to the bedroom. +2 Sandra went back to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Sandra moved to the kitchen. +5 Sandra grabbed the football there. +6 Is Mary in the garden? no 1 +7 Daniel grabbed the apple there. +8 John went to the hallway. +9 Is Sandra in the hallway? no 4 +10 Daniel discarded the apple there. +11 Mary took the milk there. +12 Is John in the office? no 8 +13 Sandra journeyed to the office. +14 Daniel picked up the apple there. +15 Is Sandra in the office? yes 13 +1 John went to the hallway. +2 Mary journeyed to the hallway. +3 Is Mary in the hallway? yes 2 +4 Daniel grabbed the football there. +5 Daniel travelled to the office. +6 Is Mary in the hallway? yes 2 +7 Daniel took the milk there. +8 Daniel discarded the milk. +9 Is Daniel in the office? yes 5 +10 Mary travelled to the bathroom. +11 Daniel put down the football there. +12 Is Daniel in the office? yes 5 +13 Daniel travelled to the bathroom. +14 John went back to the office. +15 Is John in the bedroom? no 14 +1 John moved to the garden. +2 Daniel travelled to the garden. +3 Is John in the office? no 1 +4 Mary journeyed to the kitchen. +5 Sandra journeyed to the hallway. +6 Is John in the garden? yes 1 +7 Sandra journeyed to the bathroom. +8 John went to the bedroom. +9 Is Sandra in the bathroom? yes 7 +10 Daniel went back to the kitchen. +11 Daniel moved to the garden. +12 Is Sandra in the bathroom? yes 7 +13 Mary went back to the hallway. +14 Sandra travelled to the kitchen. +15 Is Daniel in the hallway? no 11 +1 Daniel took the apple there. +2 Sandra travelled to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Daniel dropped the apple. +5 Sandra took the milk there. +6 Is Sandra in the office? no 2 +7 Sandra moved to the bathroom. +8 Sandra went back to the office. +9 Is Sandra in the bedroom? no 8 +10 John grabbed the football there. +11 Sandra journeyed to the bathroom. +12 Is Sandra in the bathroom? yes 11 +13 Daniel grabbed the apple there. +14 Daniel journeyed to the bathroom. +15 Is Daniel in the bathroom? yes 14 +1 Mary moved to the bedroom. +2 Mary journeyed to the office. +3 Is Mary in the office? yes 2 +4 John moved to the bathroom. +5 Daniel went to the garden. +6 Is Mary in the bathroom? no 2 +7 John went back to the office. +8 Mary journeyed to the hallway. +9 Is John in the office? yes 7 +10 Mary went back to the bedroom. +11 Daniel got the football there. +12 Is Daniel in the garden? yes 5 +13 Sandra went to the bathroom. +14 Mary went to the kitchen. +15 Is Mary in the kitchen? yes 14 +1 Mary travelled to the hallway. +2 John went to the bedroom. +3 Is Mary in the hallway? yes 1 +4 Sandra moved to the garden. +5 John grabbed the apple there. +6 Is John in the bedroom? yes 2 +7 John dropped the apple. +8 Sandra went to the kitchen. +9 Is Sandra in the garden? no 8 +10 Sandra went back to the bedroom. +11 Sandra picked up the apple there. +12 Is Sandra in the kitchen? no 10 +13 Sandra left the apple there. +14 Daniel moved to the kitchen. +15 Is Daniel in the office? no 14 +1 John grabbed the apple there. +2 John journeyed to the kitchen. +3 Is John in the kitchen? yes 2 +4 Mary went to the bedroom. +5 Sandra moved to the office. +6 Is Mary in the bedroom? yes 4 +7 John grabbed the football there. +8 Sandra moved to the kitchen. +9 Is Mary in the bedroom? yes 4 +10 John dropped the apple. +11 Mary journeyed to the kitchen. +12 Is Sandra in the kitchen? yes 8 +13 John dropped the football. +14 John moved to the bathroom. +15 Is Sandra in the kitchen? yes 8 +1 Sandra travelled to the hallway. +2 Sandra went back to the office. +3 Is Sandra in the bathroom? no 2 +4 John went to the hallway. +5 John grabbed the milk there. +6 Is Sandra in the kitchen? no 2 +7 John discarded the milk there. +8 Sandra journeyed to the garden. +9 Is John in the hallway? yes 4 +10 Mary went to the bathroom. +11 Sandra grabbed the football there. +12 Is Mary in the hallway? no 10 +13 Sandra went to the kitchen. +14 John took the milk there. +15 Is Sandra in the garden? no 13 +1 Mary picked up the apple there. +2 John went to the kitchen. +3 Is John in the office? no 2 +4 Sandra went to the kitchen. +5 Mary got the milk there. +6 Is John in the hallway? no 2 +7 John went to the office. +8 Sandra journeyed to the office. +9 Is John in the hallway? no 7 +10 John travelled to the hallway. +11 Daniel travelled to the hallway. +12 Is John in the bathroom? no 10 +13 Sandra journeyed to the bathroom. +14 Daniel went to the garden. +15 Is Sandra in the bathroom? yes 13 +1 Sandra journeyed to the hallway. +2 John picked up the apple there. +3 Is Sandra in the hallway? yes 1 +4 Mary went to the garden. +5 Mary journeyed to the office. +6 Is Sandra in the bathroom? no 1 +7 Daniel journeyed to the bedroom. +8 Daniel picked up the football there. +9 Is Mary in the garden? no 5 +10 John dropped the apple. +11 Daniel left the football there. +12 Is Mary in the office? yes 5 +13 Daniel went to the garden. +14 John grabbed the apple there. +15 Is Daniel in the office? no 13 +1 John grabbed the apple there. +2 Mary moved to the office. +3 Is Mary in the bathroom? no 2 +4 Sandra went back to the garden. +5 Mary journeyed to the bedroom. +6 Is Mary in the bathroom? no 5 +7 Daniel travelled to the garden. +8 John went back to the hallway. +9 Is Mary in the office? no 5 +10 Daniel went back to the kitchen. +11 Sandra journeyed to the bathroom. +12 Is Sandra in the bathroom? yes 11 +13 Daniel went to the garden. +14 John dropped the apple. +15 Is Sandra in the hallway? no 11 +1 John went to the bedroom. +2 Daniel moved to the office. +3 Is Daniel in the hallway? no 2 +4 John went to the kitchen. +5 John travelled to the office. +6 Is John in the office? yes 5 +7 John travelled to the kitchen. +8 John journeyed to the bedroom. +9 Is John in the hallway? no 8 +10 Sandra moved to the garden. +11 John travelled to the bathroom. +12 Is John in the bathroom? yes 11 +13 Mary moved to the kitchen. +14 Mary went to the bathroom. +15 Is Mary in the bathroom? yes 14 +1 Sandra picked up the football there. +2 Sandra went back to the hallway. +3 Is Sandra in the hallway? yes 2 +4 Daniel travelled to the office. +5 John went back to the office. +6 Is John in the bedroom? no 5 +7 Sandra discarded the football. +8 Sandra went to the office. +9 Is John in the bedroom? no 5 +10 John moved to the garden. +11 John grabbed the milk there. +12 Is John in the garden? yes 10 +13 John went back to the bedroom. +14 Daniel went back to the garden. +15 Is Daniel in the bathroom? no 14 +1 Sandra took the football there. +2 Daniel took the milk there. +3 Daniel put down the milk. +4 Daniel grabbed the milk there. +5 Daniel moved to the office. +6 Daniel went to the bedroom. +7 Is Daniel in the office? no 6 +8 Mary went to the office. +9 Daniel discarded the milk there. +10 Is Daniel in the office? no 6 +11 Mary went to the garden. +12 Sandra picked up the apple there. +13 Is Mary in the kitchen? no 11 +14 Sandra went back to the bedroom. +15 Daniel picked up the milk there. +16 Is Mary in the bathroom? no 11 +17 John went back to the garden. +18 John went to the bedroom. +19 Is Sandra in the bedroom? yes 14 +1 Daniel went to the bathroom. +2 Mary went to the hallway. +3 Is Daniel in the hallway? no 1 +4 Sandra got the apple there. +5 John moved to the office. +6 Is Daniel in the bathroom? yes 1 +7 Sandra left the apple. +8 Daniel travelled to the bedroom. +9 Is Daniel in the bathroom? no 8 +10 John travelled to the bedroom. +11 John travelled to the garden. +12 Is John in the garden? yes 11 +13 Sandra journeyed to the bedroom. +14 Daniel went back to the bathroom. +15 Is Daniel in the hallway? no 14 +1 Mary went to the hallway. +2 John journeyed to the kitchen. +3 Is John in the kitchen? yes 2 +4 John moved to the hallway. +5 Daniel journeyed to the office. +6 Is John in the kitchen? no 4 +7 John got the football there. +8 Mary went to the office. +9 Is Mary in the hallway? no 8 +10 John discarded the football there. +11 Sandra moved to the kitchen. +12 Is Mary in the kitchen? no 8 +13 John grabbed the football there. +14 Sandra got the milk there. +15 Is Sandra in the kitchen? yes 11 +1 Daniel picked up the milk there. +2 Daniel moved to the office. +3 Is Daniel in the bedroom? no 2 +4 Daniel went back to the garden. +5 Daniel picked up the football there. +6 Is Daniel in the garden? yes 4 +7 Sandra moved to the bathroom. +8 John went to the hallway. +9 Is Sandra in the garden? no 7 +10 Mary journeyed to the bedroom. +11 John went back to the kitchen. +12 Is Sandra in the office? no 7 +13 John travelled to the garden. +14 Daniel went back to the office. +15 Is Mary in the bedroom? yes 10 +1 Daniel went back to the kitchen. +2 Sandra took the milk there. +3 Is Daniel in the kitchen? yes 1 +4 Mary moved to the bedroom. +5 Sandra dropped the milk. +6 Is Mary in the garden? no 4 +7 John went to the hallway. +8 John travelled to the office. +9 Is Mary in the bathroom? no 4 +10 Mary took the football there. +11 Mary went back to the office. +12 Is John in the hallway? no 8 +13 Daniel went back to the office. +14 Sandra journeyed to the kitchen. +15 Is John in the office? yes 8 +1 Mary picked up the apple there. +2 Mary dropped the apple. +3 John moved to the bedroom. +4 Sandra travelled to the bathroom. +5 Is John in the bedroom? yes 3 +6 Mary picked up the apple there. +7 John got the milk there. +8 Is John in the kitchen? no 3 +9 Mary went back to the garden. +10 Mary went to the bedroom. +11 Is Mary in the hallway? no 10 +12 Sandra went to the office. +13 John went to the garden. +14 Is Sandra in the kitchen? no 12 +15 Mary journeyed to the bathroom. +16 John took the football there. +17 Is Mary in the bathroom? yes 15 +1 Sandra went back to the kitchen. +2 Sandra travelled to the bedroom. +3 Is Sandra in the hallway? no 2 +4 Mary picked up the apple there. +5 John moved to the office. +6 Is Sandra in the bedroom? yes 2 +7 John got the milk there. +8 Mary moved to the bathroom. +9 Is Sandra in the garden? no 2 +10 John discarded the milk. +11 Mary went back to the garden. +12 Is John in the bedroom? no 5 +13 Sandra went to the kitchen. +14 Mary discarded the apple. +15 Is Sandra in the garden? no 13 +1 Mary went to the bedroom. +2 Daniel travelled to the bedroom. +3 Is Daniel in the kitchen? no 2 +4 Mary went back to the hallway. +5 Daniel got the apple there. +6 Is Mary in the office? no 4 +7 John journeyed to the garden. +8 Daniel picked up the football there. +9 Is Daniel in the bathroom? no 2 +10 Mary travelled to the bedroom. +11 Daniel left the apple. +12 Is Mary in the bedroom? yes 10 +13 Daniel dropped the football. +14 Daniel grabbed the apple there. +15 Is Mary in the bedroom? yes 10 +1 John took the football there. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 John put down the football there. +5 Daniel took the football there. +6 Is Daniel in the bedroom? yes 2 +7 Mary picked up the apple there. +8 Mary went back to the garden. +9 Is Daniel in the bedroom? yes 2 +10 John moved to the office. +11 John journeyed to the kitchen. +12 Is John in the kitchen? yes 11 +13 Mary discarded the apple. +14 Mary took the milk there. +15 Is John in the kitchen? yes 11 +1 John went back to the hallway. +2 Daniel went to the bedroom. +3 Is John in the garden? no 1 +4 Sandra took the milk there. +5 Daniel grabbed the football there. +6 Is Daniel in the garden? no 2 +7 Daniel went back to the garden. +8 Sandra journeyed to the hallway. +9 Is Daniel in the kitchen? no 7 +10 Mary travelled to the bathroom. +11 John went to the bedroom. +12 Is Daniel in the garden? yes 7 +13 John travelled to the kitchen. +14 Daniel dropped the football there. +15 Is John in the garden? no 13 +1 Mary travelled to the garden. +2 Mary moved to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 Sandra got the football there. +5 Mary travelled to the hallway. +6 Is Mary in the office? no 5 +7 Daniel went back to the hallway. +8 Sandra picked up the milk there. +9 Is Mary in the garden? no 5 +10 Sandra moved to the garden. +11 Sandra dropped the football there. +12 Is Sandra in the garden? yes 10 +13 Sandra picked up the football there. +14 Sandra discarded the football. +15 Is Sandra in the garden? yes 10 +1 Mary moved to the kitchen. +2 Sandra went to the office. +3 Is Sandra in the office? yes 2 +4 Mary journeyed to the bedroom. +5 Mary journeyed to the kitchen. +6 Is Mary in the office? no 5 +7 Sandra picked up the apple there. +8 Daniel travelled to the garden. +9 Is Sandra in the office? yes 2 +10 Mary travelled to the bathroom. +11 Sandra went back to the garden. +12 Is Sandra in the bedroom? no 11 +13 Daniel moved to the bedroom. +14 Mary went back to the bedroom. +15 Is Daniel in the garden? no 13 +1 Daniel went back to the office. +2 Mary went to the hallway. +3 Is Mary in the office? no 2 +4 Mary moved to the office. +5 John went to the hallway. +6 Is John in the hallway? yes 5 +7 John picked up the football there. +8 Mary went back to the hallway. +9 Is John in the hallway? yes 5 +10 John moved to the garden. +11 Mary travelled to the garden. +12 Is Mary in the garden? yes 11 +13 Mary grabbed the apple there. +14 Mary journeyed to the hallway. +15 Is Mary in the bedroom? no 14 +1 Daniel travelled to the office. +2 John travelled to the office. +3 Is Daniel in the kitchen? no 1 +4 John got the milk there. +5 Mary went to the hallway. +6 Is John in the office? yes 2 +7 Sandra went to the bathroom. +8 John dropped the milk. +9 Is Sandra in the bedroom? no 7 +10 John moved to the hallway. +11 John went to the office. +12 Is Sandra in the bathroom? yes 7 +13 Sandra got the apple there. +14 John got the milk there. +15 Is John in the office? yes 11 +1 Daniel grabbed the apple there. +2 Mary grabbed the football there. +3 Sandra journeyed to the garden. +4 Mary dropped the football there. +5 Is Sandra in the garden? yes 3 +6 Mary grabbed the milk there. +7 Mary moved to the garden. +8 Is Sandra in the garden? yes 3 +9 Sandra moved to the office. +10 Mary went to the hallway. +11 Is Mary in the hallway? yes 10 +12 Daniel moved to the bedroom. +13 Mary went to the bedroom. +14 Is Mary in the bedroom? yes 13 +15 Daniel put down the apple there. +16 Mary travelled to the hallway. +17 Is Daniel in the hallway? no 12 +1 Mary grabbed the apple there. +2 Sandra grabbed the milk there. +3 Sandra left the milk. +4 Sandra grabbed the milk there. +5 Daniel moved to the garden. +6 Mary took the football there. +7 Is Daniel in the garden? yes 5 +8 John travelled to the bathroom. +9 Daniel journeyed to the hallway. +10 Is Daniel in the hallway? yes 9 +11 Daniel went back to the bathroom. +12 Sandra travelled to the office. +13 Is Daniel in the bathroom? yes 11 +14 John journeyed to the office. +15 John went back to the bathroom. +16 Is Daniel in the kitchen? no 11 +17 Daniel moved to the bedroom. +18 John journeyed to the bedroom. +19 Is Daniel in the office? no 17 +1 Sandra went to the bathroom. +2 John travelled to the hallway. +3 Is John in the bathroom? no 2 +4 Sandra went back to the garden. +5 Sandra took the football there. +6 Is Sandra in the garden? yes 4 +7 Sandra travelled to the bathroom. +8 Mary went back to the bedroom. +9 Is Sandra in the office? no 7 +10 Sandra discarded the football. +11 John went to the kitchen. +12 Is Mary in the hallway? no 8 +13 John grabbed the milk there. +14 John went back to the office. +15 Is Mary in the bathroom? no 8 +1 Mary moved to the hallway. +2 Mary got the football there. +3 Is Mary in the kitchen? no 1 +4 John went back to the office. +5 Mary discarded the football. +6 Is John in the garden? no 4 +7 Mary moved to the garden. +8 Mary went back to the hallway. +9 Is Mary in the office? no 8 +10 Daniel travelled to the bedroom. +11 Mary went to the bedroom. +12 Is Daniel in the office? no 10 +13 John picked up the milk there. +14 Sandra went to the hallway. +15 Is Daniel in the hallway? no 10 +1 John journeyed to the kitchen. +2 Sandra travelled to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Sandra took the football there. +5 John moved to the bathroom. +6 Is Sandra in the kitchen? yes 2 +7 Daniel moved to the hallway. +8 Sandra went back to the garden. +9 Is Sandra in the garden? yes 8 +10 Sandra discarded the football. +11 Daniel journeyed to the kitchen. +12 Is Daniel in the kitchen? yes 11 +13 Daniel moved to the hallway. +14 Mary went back to the bedroom. +15 Is Sandra in the garden? yes 8 +1 John picked up the football there. +2 Sandra went back to the bathroom. +3 Is Sandra in the bedroom? no 2 +4 Mary journeyed to the office. +5 John discarded the football there. +6 Is Sandra in the garden? no 2 +7 Daniel went to the garden. +8 Daniel took the football there. +9 Is Sandra in the bathroom? yes 2 +10 Sandra went back to the bedroom. +11 Daniel moved to the office. +12 Is Daniel in the office? yes 11 +13 Sandra travelled to the kitchen. +14 Daniel discarded the football. +15 Is Sandra in the bedroom? no 13 +1 Sandra moved to the office. +2 Daniel journeyed to the bathroom. +3 Is Sandra in the garden? no 1 +4 Daniel took the apple there. +5 Daniel grabbed the football there. +6 Is Daniel in the bathroom? yes 2 +7 John moved to the bathroom. +8 Sandra went to the hallway. +9 Is John in the kitchen? no 7 +10 Daniel put down the football. +11 Daniel discarded the apple. +12 Is John in the bedroom? no 7 +13 John journeyed to the office. +14 Sandra journeyed to the office. +15 Is Sandra in the bathroom? no 14 +1 Sandra took the apple there. +2 Sandra moved to the garden. +3 Is Sandra in the bathroom? no 2 +4 Daniel journeyed to the office. +5 John went to the office. +6 Is Daniel in the office? yes 4 +7 Daniel went to the bathroom. +8 John travelled to the garden. +9 Is Daniel in the kitchen? no 7 +10 Daniel went back to the garden. +11 Daniel moved to the kitchen. +12 Is Daniel in the hallway? no 11 +13 Mary journeyed to the bathroom. +14 Mary went to the office. +15 Is John in the garden? yes 8 +1 Mary journeyed to the hallway. +2 John moved to the office. +3 Is Mary in the bathroom? no 1 +4 Daniel moved to the bathroom. +5 Daniel journeyed to the bedroom. +6 Is Daniel in the garden? no 5 +7 Mary moved to the garden. +8 Sandra went back to the kitchen. +9 Is Daniel in the bedroom? yes 5 +10 John went back to the bathroom. +11 Mary picked up the football there. +12 Is Sandra in the kitchen? yes 8 +13 John grabbed the milk there. +14 Mary went to the bedroom. +15 Is Mary in the bedroom? yes 14 +1 John went to the hallway. +2 Mary moved to the hallway. +3 Is John in the hallway? yes 1 +4 Mary went to the kitchen. +5 Mary went to the office. +6 Is Mary in the office? yes 5 +7 Mary got the milk there. +8 Mary left the milk there. +9 Is Mary in the office? yes 5 +10 Mary went to the kitchen. +11 Daniel travelled to the hallway. +12 Is Mary in the kitchen? yes 10 +13 Sandra went to the kitchen. +14 Sandra travelled to the office. +15 Is Daniel in the hallway? yes 11 +1 John journeyed to the kitchen. +2 Daniel went to the bathroom. +3 Is Daniel in the bedroom? no 2 +4 Sandra moved to the garden. +5 Sandra travelled to the kitchen. +6 Is Sandra in the hallway? no 5 +7 Daniel travelled to the garden. +8 Mary journeyed to the bedroom. +9 Is Daniel in the garden? yes 7 +10 John travelled to the bedroom. +11 Daniel took the apple there. +12 Is John in the kitchen? no 10 +13 Sandra moved to the hallway. +14 Daniel travelled to the kitchen. +15 Is Daniel in the kitchen? yes 14 +1 John went back to the hallway. +2 John got the apple there. +3 Is John in the bedroom? no 1 +4 Sandra picked up the football there. +5 Mary moved to the office. +6 Is John in the hallway? yes 1 +7 John discarded the apple there. +8 Sandra left the football there. +9 Is Mary in the garden? no 5 +10 Sandra got the football there. +11 Sandra dropped the football. +12 Is Mary in the office? yes 5 +13 John got the apple there. +14 John moved to the office. +15 Is John in the bathroom? no 14 +1 Mary got the apple there. +2 Mary discarded the apple there. +3 John went to the bedroom. +4 Mary travelled to the bathroom. +5 Is Mary in the bathroom? yes 4 +6 Sandra moved to the kitchen. +7 John went back to the hallway. +8 Is John in the bedroom? no 7 +9 Sandra went back to the office. +10 Mary travelled to the bedroom. +11 Is Mary in the garden? no 10 +12 John took the milk there. +13 Mary went to the hallway. +14 Is Sandra in the office? yes 9 +15 John moved to the office. +16 Mary picked up the football there. +17 Is Mary in the hallway? yes 13 +1 Daniel travelled to the garden. +2 Sandra went to the kitchen. +3 Is Daniel in the bathroom? no 1 +4 John picked up the apple there. +5 Daniel journeyed to the bathroom. +6 Is Daniel in the hallway? no 5 +7 Sandra travelled to the hallway. +8 John went back to the kitchen. +9 Is Sandra in the hallway? yes 7 +10 Mary journeyed to the kitchen. +11 John discarded the apple. +12 Is Sandra in the hallway? yes 7 +13 John picked up the apple there. +14 John took the milk there. +15 Is Mary in the hallway? no 10 +1 Sandra took the apple there. +2 John went to the hallway. +3 Is John in the bedroom? no 2 +4 Sandra went back to the hallway. +5 Daniel went back to the hallway. +6 Is Sandra in the hallway? yes 4 +7 Sandra put down the apple. +8 Mary went back to the hallway. +9 Is Mary in the hallway? yes 8 +10 Mary grabbed the milk there. +11 John got the apple there. +12 Is Daniel in the office? no 5 +13 John discarded the apple. +14 Mary grabbed the apple there. +15 Is Mary in the bathroom? no 8 +1 John moved to the kitchen. +2 Daniel journeyed to the hallway. +3 Is John in the office? no 1 +4 John went back to the garden. +5 John got the milk there. +6 Is Daniel in the bathroom? no 2 +7 John went to the kitchen. +8 Sandra went to the bathroom. +9 Is Daniel in the hallway? yes 2 +10 Daniel picked up the football there. +11 John went to the bathroom. +12 Is John in the bathroom? yes 11 +13 John travelled to the bedroom. +14 Sandra grabbed the apple there. +15 Is John in the office? no 13 +1 John went to the bedroom. +2 Daniel went to the hallway. +3 Is Daniel in the hallway? yes 2 +4 Mary picked up the football there. +5 Mary travelled to the bathroom. +6 Is John in the hallway? no 1 +7 Mary took the milk there. +8 Daniel went back to the bedroom. +9 Is Daniel in the bathroom? no 8 +10 Daniel went back to the office. +11 Mary dropped the milk. +12 Is Daniel in the hallway? no 10 +13 Mary grabbed the milk there. +14 Mary travelled to the garden. +15 Is Daniel in the kitchen? no 10 +1 John went back to the office. +2 Daniel went to the office. +3 Is John in the hallway? no 1 +4 Daniel travelled to the garden. +5 Sandra moved to the kitchen. +6 Is Daniel in the office? no 4 +7 Mary travelled to the kitchen. +8 Daniel went to the kitchen. +9 Is Daniel in the kitchen? yes 8 +10 Mary went back to the bedroom. +11 Daniel got the football there. +12 Is Mary in the bedroom? yes 10 +13 Daniel took the milk there. +14 John journeyed to the kitchen. +15 Is John in the kitchen? yes 14 +1 Daniel grabbed the apple there. +2 Mary moved to the garden. +3 Is Mary in the garden? yes 2 +4 Sandra went to the bathroom. +5 Daniel went to the bathroom. +6 Is Mary in the kitchen? no 2 +7 John went back to the office. +8 Mary journeyed to the bedroom. +9 Is Mary in the bedroom? yes 8 +10 John moved to the hallway. +11 John journeyed to the kitchen. +12 Is Mary in the hallway? no 8 +13 Daniel discarded the apple. +14 John travelled to the bathroom. +15 Is John in the bathroom? yes 14 +1 John went to the hallway. +2 Mary travelled to the bedroom. +3 Is John in the hallway? yes 1 +4 Mary travelled to the hallway. +5 Mary went to the office. +6 Is Mary in the bedroom? no 5 +7 Sandra journeyed to the kitchen. +8 Mary got the football there. +9 Is Sandra in the bedroom? no 7 +10 Mary journeyed to the hallway. +11 Mary discarded the football. +12 Is Mary in the bedroom? no 10 +13 Sandra journeyed to the hallway. +14 John travelled to the office. +15 Is Sandra in the bathroom? no 13 +1 John travelled to the kitchen. +2 Mary picked up the football there. +3 Is John in the kitchen? yes 1 +4 Mary left the football. +5 Daniel picked up the milk there. +6 Is John in the garden? no 1 +7 Daniel went to the office. +8 Sandra picked up the apple there. +9 Is Daniel in the office? yes 7 +10 John went to the bedroom. +11 Mary picked up the football there. +12 Is Daniel in the garden? no 7 +13 Daniel dropped the milk. +14 Mary dropped the football. +15 Is John in the office? no 10 +1 Mary journeyed to the garden. +2 Mary took the milk there. +3 Is Mary in the office? no 1 +4 Sandra went back to the bedroom. +5 John grabbed the apple there. +6 Is Mary in the garden? yes 1 +7 John went back to the office. +8 Sandra went to the hallway. +9 Is John in the hallway? no 7 +10 Daniel journeyed to the garden. +11 Sandra travelled to the bathroom. +12 Is Sandra in the office? no 11 +13 Mary travelled to the bathroom. +14 Daniel travelled to the bathroom. +15 Is Mary in the office? no 13 +1 Mary went to the bedroom. +2 Mary journeyed to the office. +3 Is Mary in the office? yes 2 +4 Daniel travelled to the bedroom. +5 Mary went to the garden. +6 Is Mary in the garden? yes 5 +7 John journeyed to the garden. +8 John went back to the office. +9 Is Daniel in the bedroom? yes 4 +10 John moved to the bathroom. +11 Sandra moved to the hallway. +12 Is Sandra in the hallway? yes 11 +13 Sandra moved to the kitchen. +14 John grabbed the milk there. +15 Is Sandra in the bedroom? no 13 +1 Daniel took the apple there. +2 Mary moved to the bedroom. +3 Is Mary in the office? no 2 +4 Daniel went back to the bedroom. +5 Mary journeyed to the bathroom. +6 Is Mary in the hallway? no 5 +7 John went back to the office. +8 Sandra went to the garden. +9 Is Mary in the bathroom? yes 5 +10 Mary travelled to the bedroom. +11 Sandra travelled to the bedroom. +12 Is Mary in the office? no 10 +13 Mary went to the hallway. +14 Daniel put down the apple. +15 Is Sandra in the bedroom? yes 11 +1 Sandra grabbed the apple there. +2 Sandra went back to the hallway. +3 Is Sandra in the hallway? yes 2 +4 Daniel went to the hallway. +5 John moved to the office. +6 Is Daniel in the hallway? yes 4 +7 Sandra travelled to the garden. +8 Daniel went to the office. +9 Is Daniel in the office? yes 8 +10 Sandra left the apple. +11 Sandra travelled to the hallway. +12 Is Sandra in the hallway? yes 11 +13 Sandra got the football there. +14 Mary went back to the bathroom. +15 Is Sandra in the bathroom? no 11 +1 Daniel moved to the bathroom. +2 Sandra picked up the apple there. +3 Is Daniel in the bathroom? yes 1 +4 John travelled to the bedroom. +5 Mary went to the bedroom. +6 Is Daniel in the office? no 1 +7 Mary journeyed to the office. +8 Sandra put down the apple. +9 Is Mary in the office? yes 7 +10 Sandra moved to the office. +11 Mary journeyed to the bathroom. +12 Is Sandra in the garden? no 10 +13 John picked up the milk there. +14 Sandra grabbed the football there. +15 Is Mary in the bedroom? no 11 +1 Sandra moved to the bedroom. +2 Mary went back to the kitchen. +3 Is Sandra in the hallway? no 1 +4 Daniel went to the hallway. +5 Mary went back to the bathroom. +6 Is Mary in the hallway? no 5 +7 Sandra went to the hallway. +8 Daniel took the apple there. +9 Is Sandra in the bedroom? no 7 +10 Sandra went back to the garden. +11 Sandra got the football there. +12 Is Sandra in the garden? yes 10 +13 Mary went back to the garden. +14 John journeyed to the bedroom. +15 Is Mary in the garden? yes 13 +1 Daniel went to the kitchen. +2 John went to the kitchen. +3 Is Daniel in the kitchen? yes 1 +4 John journeyed to the garden. +5 Mary moved to the office. +6 Is John in the garden? yes 4 +7 Sandra journeyed to the kitchen. +8 Mary went to the garden. +9 Is Mary in the kitchen? no 8 +10 Mary went to the office. +11 Sandra journeyed to the garden. +12 Is Sandra in the kitchen? no 11 +13 Daniel went to the bathroom. +14 Mary travelled to the kitchen. +15 Is Mary in the office? no 14 +1 Sandra got the football there. +2 Mary got the milk there. +3 John went to the kitchen. +4 Daniel went to the office. +5 Is Daniel in the office? yes 4 +6 Sandra went back to the hallway. +7 Sandra discarded the football. +8 Is John in the kitchen? yes 3 +9 Daniel moved to the bedroom. +10 John journeyed to the office. +11 Is John in the office? yes 10 +12 John moved to the kitchen. +13 Mary got the football there. +14 Is John in the bedroom? no 12 +15 Mary travelled to the office. +16 Daniel went back to the garden. +17 Is John in the kitchen? yes 12 +1 Mary got the apple there. +2 John travelled to the office. +3 Is John in the office? yes 2 +4 Mary went to the bedroom. +5 Daniel went back to the garden. +6 Is John in the office? yes 2 +7 Mary went to the bathroom. +8 Mary discarded the apple. +9 Is Daniel in the garden? yes 5 +10 Mary grabbed the apple there. +11 Mary put down the apple. +12 Is Daniel in the garden? yes 5 +13 Daniel journeyed to the bathroom. +14 John journeyed to the garden. +15 Is John in the garden? yes 14 +1 Sandra went back to the hallway. +2 Sandra journeyed to the garden. +3 Is Sandra in the kitchen? no 2 +4 Daniel travelled to the kitchen. +5 Daniel went to the hallway. +6 Is Daniel in the hallway? yes 5 +7 John travelled to the office. +8 Sandra journeyed to the bedroom. +9 Is John in the kitchen? no 7 +10 Mary journeyed to the hallway. +11 Daniel journeyed to the bedroom. +12 Is Mary in the hallway? yes 10 +13 Daniel moved to the kitchen. +14 Mary moved to the bathroom. +15 Is Daniel in the office? no 13 +1 Sandra got the apple there. +2 Mary journeyed to the bedroom. +3 Is Mary in the office? no 2 +4 John went back to the garden. +5 Mary went to the kitchen. +6 Is Mary in the kitchen? yes 5 +7 Daniel travelled to the hallway. +8 Sandra moved to the hallway. +9 Is Mary in the garden? no 5 +10 John picked up the football there. +11 John moved to the bathroom. +12 Is Mary in the bedroom? no 5 +13 Sandra moved to the kitchen. +14 Sandra journeyed to the hallway. +15 Is Sandra in the hallway? yes 14 +1 John moved to the bedroom. +2 Daniel journeyed to the kitchen. +3 Is Daniel in the hallway? no 2 +4 Daniel moved to the garden. +5 Mary travelled to the bathroom. +6 Is John in the garden? no 1 +7 John went back to the bathroom. +8 Sandra journeyed to the bedroom. +9 Is Sandra in the kitchen? no 8 +10 Daniel went to the bathroom. +11 Mary travelled to the hallway. +12 Is John in the garden? no 7 +13 Sandra travelled to the office. +14 Mary went to the garden. +15 Is Sandra in the kitchen? no 13 +1 Mary journeyed to the office. +2 Mary went to the kitchen. +3 Is Mary in the office? no 2 +4 Sandra went to the bathroom. +5 Mary travelled to the hallway. +6 Is Mary in the hallway? yes 5 +7 Mary moved to the bedroom. +8 John went back to the hallway. +9 Is Mary in the bedroom? yes 7 +10 Mary went to the office. +11 John picked up the apple there. +12 Is Mary in the kitchen? no 10 +13 Mary went to the bathroom. +14 Sandra travelled to the bedroom. +15 Is John in the hallway? yes 8 +1 John journeyed to the hallway. +2 John travelled to the kitchen. +3 Is John in the kitchen? yes 2 +4 Sandra travelled to the hallway. +5 Sandra went back to the bedroom. +6 Is John in the kitchen? yes 2 +7 Sandra went to the kitchen. +8 Daniel went back to the kitchen. +9 Is Sandra in the kitchen? yes 7 +10 Mary travelled to the bathroom. +11 Mary journeyed to the garden. +12 Is Mary in the garden? yes 11 +13 Mary went to the bathroom. +14 Mary picked up the apple there. +15 Is Mary in the office? no 13 +1 John journeyed to the office. +2 Daniel went back to the hallway. +3 Is Daniel in the bathroom? no 2 +4 Daniel got the apple there. +5 Sandra journeyed to the bathroom. +6 Is John in the office? yes 1 +7 Mary went back to the garden. +8 Sandra went to the kitchen. +9 Is Daniel in the hallway? yes 2 +10 John travelled to the bathroom. +11 Mary journeyed to the bathroom. +12 Is Mary in the bathroom? yes 11 +13 Daniel left the apple. +14 Mary went to the kitchen. +15 Is Mary in the garden? no 14 +1 John journeyed to the office. +2 Mary went back to the office. +3 Is John in the garden? no 1 +4 Mary went to the bathroom. +5 John grabbed the football there. +6 Is John in the garden? no 1 +7 Mary went back to the office. +8 John discarded the football. +9 Is Mary in the kitchen? no 7 +10 Sandra went to the hallway. +11 Mary went to the garden. +12 Is Mary in the bathroom? no 11 +13 Daniel went back to the bathroom. +14 John took the football there. +15 Is Daniel in the bathroom? yes 13 +1 John took the apple there. +2 Mary moved to the hallway. +3 Is Mary in the hallway? yes 2 +4 John put down the apple. +5 Daniel went back to the bedroom. +6 Is Daniel in the bedroom? yes 5 +7 Daniel got the football there. +8 John got the apple there. +9 Is Daniel in the bedroom? yes 5 +10 Daniel put down the football there. +11 Sandra travelled to the garden. +12 Is Sandra in the office? no 11 +13 Mary moved to the garden. +14 Daniel grabbed the football there. +15 Is Mary in the garden? yes 13 +1 Daniel moved to the hallway. +2 John took the football there. +3 Is Daniel in the bedroom? no 1 +4 Sandra journeyed to the hallway. +5 John dropped the football there. +6 Is Daniel in the office? no 1 +7 John journeyed to the bedroom. +8 Mary went back to the hallway. +9 Is John in the kitchen? no 7 +10 Sandra moved to the office. +11 Sandra went back to the bedroom. +12 Is Sandra in the bedroom? yes 11 +13 Daniel journeyed to the office. +14 Daniel went to the kitchen. +15 Is Sandra in the bedroom? yes 11 +1 John picked up the milk there. +2 John left the milk there. +3 Daniel went to the bedroom. +4 Daniel moved to the office. +5 Is Daniel in the office? yes 4 +6 Sandra went to the office. +7 John went back to the office. +8 Is Daniel in the kitchen? no 4 +9 Mary grabbed the milk there. +10 Daniel travelled to the garden. +11 Is John in the kitchen? no 7 +12 Mary grabbed the football there. +13 John moved to the garden. +14 Is John in the kitchen? no 13 +15 Mary discarded the milk. +16 Mary put down the football. +17 Is Daniel in the garden? yes 10 +1 Sandra moved to the kitchen. +2 Sandra went to the garden. +3 Is Sandra in the garden? yes 2 +4 John travelled to the office. +5 Daniel travelled to the bedroom. +6 Is John in the office? yes 4 +7 Sandra moved to the bathroom. +8 John journeyed to the garden. +9 Is John in the kitchen? no 8 +10 Mary took the apple there. +11 Mary discarded the apple. +12 Is Daniel in the office? no 5 +13 Mary went back to the bedroom. +14 John travelled to the bathroom. +15 Is John in the bathroom? yes 14 +1 John journeyed to the kitchen. +2 Sandra travelled to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 John went to the bedroom. +5 Mary moved to the hallway. +6 Is Mary in the hallway? yes 5 +7 Mary moved to the kitchen. +8 John went back to the bathroom. +9 Is John in the bedroom? no 8 +10 Sandra travelled to the garden. +11 Mary travelled to the bedroom. +12 Is Mary in the bedroom? yes 11 +13 Mary went back to the bathroom. +14 Mary travelled to the bedroom. +15 Is John in the office? no 8 +1 John journeyed to the hallway. +2 John journeyed to the garden. +3 Is John in the office? no 2 +4 Mary travelled to the office. +5 Sandra travelled to the hallway. +6 Is John in the hallway? no 2 +7 John moved to the office. +8 Mary went back to the bathroom. +9 Is Sandra in the kitchen? no 5 +10 Sandra moved to the office. +11 John went to the bathroom. +12 Is Sandra in the bedroom? no 10 +13 Mary journeyed to the bedroom. +14 Sandra moved to the bathroom. +15 Is Sandra in the bathroom? yes 14 +1 Sandra took the football there. +2 Mary travelled to the bathroom. +3 Is Mary in the office? no 2 +4 Mary travelled to the bedroom. +5 Daniel journeyed to the bathroom. +6 Is Mary in the bedroom? yes 4 +7 Sandra went back to the hallway. +8 Sandra put down the football there. +9 Is Mary in the bathroom? no 4 +10 Sandra travelled to the bathroom. +11 Mary went back to the garden. +12 Is Daniel in the bedroom? no 5 +13 Sandra picked up the milk there. +14 John journeyed to the bathroom. +15 Is John in the garden? no 14 +1 Daniel moved to the bedroom. +2 Daniel travelled to the garden. +3 Is Daniel in the bedroom? no 2 +4 Daniel moved to the office. +5 Mary travelled to the bedroom. +6 Is Daniel in the office? yes 4 +7 Daniel got the milk there. +8 Mary travelled to the hallway. +9 Is Mary in the hallway? yes 8 +10 Daniel went back to the hallway. +11 Sandra took the apple there. +12 Is Mary in the hallway? yes 8 +13 Daniel dropped the milk. +14 Sandra travelled to the garden. +15 Is Daniel in the hallway? yes 10 +1 Mary travelled to the bathroom. +2 John picked up the apple there. +3 Is Mary in the bathroom? yes 1 +4 John discarded the apple. +5 John picked up the apple there. +6 Is Mary in the bathroom? yes 1 +7 Sandra journeyed to the kitchen. +8 Sandra moved to the garden. +9 Is Sandra in the bedroom? no 8 +10 John put down the apple. +11 Sandra went back to the hallway. +12 Is Sandra in the office? no 11 +13 Mary grabbed the apple there. +14 John travelled to the kitchen. +15 Is Sandra in the garden? no 11 +1 Daniel picked up the milk there. +2 John moved to the kitchen. +3 Is John in the office? no 2 +4 John travelled to the bedroom. +5 Mary went to the bedroom. +6 Is John in the kitchen? no 4 +7 John went to the kitchen. +8 Daniel discarded the milk. +9 Is Mary in the hallway? no 5 +10 Mary travelled to the garden. +11 Sandra went back to the kitchen. +12 Is Sandra in the office? no 11 +13 John travelled to the hallway. +14 Daniel went back to the garden. +15 Is Mary in the garden? yes 10 +1 Daniel went to the hallway. +2 Mary travelled to the bathroom. +3 Is Daniel in the hallway? yes 1 +4 John went to the kitchen. +5 Sandra journeyed to the garden. +6 Is Daniel in the hallway? yes 1 +7 Daniel went back to the office. +8 Sandra picked up the football there. +9 Is John in the kitchen? yes 4 +10 Mary journeyed to the kitchen. +11 John went to the garden. +12 Is Mary in the kitchen? yes 10 +13 John travelled to the hallway. +14 Sandra went to the hallway. +15 Is John in the bathroom? no 13 +1 Daniel went back to the bedroom. +2 Daniel went back to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Mary went back to the bathroom. +5 Daniel grabbed the milk there. +6 Is Daniel in the kitchen? yes 2 +7 Sandra moved to the office. +8 Sandra went back to the bathroom. +9 Is Sandra in the bedroom? no 8 +10 Daniel got the apple there. +11 Daniel discarded the milk. +12 Is Sandra in the hallway? no 8 +13 John got the football there. +14 John moved to the garden. +15 Is Sandra in the bathroom? yes 8 +1 Mary took the football there. +2 John travelled to the bedroom. +3 Is John in the garden? no 2 +4 John got the milk there. +5 Daniel journeyed to the bathroom. +6 Is John in the bedroom? yes 2 +7 Daniel took the apple there. +8 John went back to the garden. +9 Is Daniel in the kitchen? no 5 +10 Mary dropped the football. +11 Sandra went to the bedroom. +12 Is John in the garden? yes 8 +13 Mary went back to the bedroom. +14 Sandra moved to the bathroom. +15 Is Sandra in the hallway? no 14 +1 Mary got the milk there. +2 Mary discarded the milk. +3 Daniel journeyed to the bathroom. +4 John grabbed the apple there. +5 Is Daniel in the bathroom? yes 3 +6 John journeyed to the hallway. +7 Mary got the milk there. +8 Is Daniel in the bathroom? yes 3 +9 Sandra went to the hallway. +10 John journeyed to the office. +11 Is John in the office? yes 10 +12 Sandra travelled to the garden. +13 Daniel went to the garden. +14 Is John in the bedroom? no 10 +15 John dropped the apple. +16 John got the apple there. +17 Is John in the kitchen? no 10 +1 Sandra journeyed to the bathroom. +2 Sandra grabbed the football there. +3 Is Sandra in the kitchen? no 1 +4 Mary moved to the kitchen. +5 Sandra picked up the milk there. +6 Is Sandra in the kitchen? no 1 +7 Sandra put down the milk there. +8 Sandra took the milk there. +9 Is Mary in the bedroom? no 4 +10 Mary went to the bathroom. +11 Sandra dropped the milk. +12 Is Mary in the bathroom? yes 10 +13 Mary travelled to the hallway. +14 Mary journeyed to the office. +15 Is Mary in the office? yes 14 +1 John journeyed to the kitchen. +2 Mary went back to the hallway. +3 Is Mary in the bedroom? no 2 +4 John grabbed the milk there. +5 Daniel journeyed to the hallway. +6 Is Daniel in the office? no 5 +7 John left the milk. +8 Daniel travelled to the kitchen. +9 Is Daniel in the garden? no 8 +10 John journeyed to the garden. +11 John went to the bathroom. +12 Is Daniel in the bathroom? no 8 +13 Mary moved to the garden. +14 John journeyed to the kitchen. +15 Is Daniel in the kitchen? yes 8 +1 Daniel went to the hallway. +2 John journeyed to the bedroom. +3 Is John in the bedroom? yes 2 +4 Mary got the football there. +5 John moved to the office. +6 Is John in the office? yes 5 +7 Sandra journeyed to the bedroom. +8 Sandra took the apple there. +9 Is John in the office? yes 5 +10 Mary left the football there. +11 Sandra put down the apple. +12 Is Sandra in the hallway? no 7 +13 Sandra took the apple there. +14 Sandra put down the apple. +15 John went to the kitchen. +16 Sandra went to the kitchen. +17 Is Sandra in the kitchen? yes 16 +1 Sandra took the football there. +2 Sandra put down the football there. +3 Mary journeyed to the kitchen. +4 John picked up the apple there. +5 Is Mary in the garden? no 3 +6 Sandra went to the garden. +7 John journeyed to the kitchen. +8 Is John in the kitchen? yes 7 +9 John went back to the office. +10 Sandra travelled to the office. +11 Is John in the office? yes 9 +12 John put down the apple. +13 Mary travelled to the hallway. +14 Is Mary in the bedroom? no 13 +15 Sandra went back to the bedroom. +16 Sandra went to the hallway. +17 Is Sandra in the hallway? yes 16 +1 John got the milk there. +2 John discarded the milk there. +3 John grabbed the milk there. +4 John put down the milk. +5 Mary journeyed to the bathroom. +6 Daniel got the milk there. +7 Is Mary in the kitchen? no 5 +8 Sandra went to the bathroom. +9 Sandra went back to the bedroom. +10 Is Mary in the garden? no 5 +11 John moved to the garden. +12 John took the football there. +13 Is Sandra in the bedroom? yes 9 +14 Mary journeyed to the office. +15 John dropped the football. +16 Is John in the garden? yes 11 +17 Daniel discarded the milk. +18 John took the football there. +19 Is Mary in the office? yes 14 +1 Mary went to the hallway. +2 John moved to the bedroom. +3 Is John in the hallway? no 2 +4 Mary travelled to the kitchen. +5 John went to the kitchen. +6 Is Mary in the office? no 4 +7 Sandra picked up the milk there. +8 Mary went to the hallway. +9 Is John in the kitchen? yes 5 +10 Sandra moved to the kitchen. +11 Sandra discarded the milk. +12 Is Sandra in the hallway? no 10 +13 Sandra got the milk there. +14 Daniel moved to the bedroom. +15 Is Daniel in the office? no 14 +1 Mary got the football there. +2 Mary journeyed to the hallway. +3 Is Mary in the bedroom? no 2 +4 Sandra went back to the garden. +5 Daniel moved to the bathroom. +6 Is Mary in the bathroom? no 2 +7 Mary discarded the football. +8 Daniel journeyed to the office. +9 Is Daniel in the hallway? no 8 +10 John travelled to the kitchen. +11 Sandra moved to the bedroom. +12 Is Daniel in the garden? no 8 +13 John journeyed to the garden. +14 Daniel moved to the hallway. +15 Is John in the office? no 13 +1 Daniel got the milk there. +2 Sandra moved to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Mary got the apple there. +5 Daniel journeyed to the bathroom. +6 Is Daniel in the bathroom? yes 5 +7 Mary left the apple. +8 Daniel travelled to the hallway. +9 Is Sandra in the garden? no 2 +10 John went to the bedroom. +11 Mary picked up the apple there. +12 Is Daniel in the kitchen? no 8 +13 Mary travelled to the hallway. +14 Daniel journeyed to the bedroom. +15 Is Daniel in the hallway? no 14 +1 John went to the office. +2 Mary journeyed to the garden. +3 Is Mary in the office? no 2 +4 Sandra went to the kitchen. +5 Mary went to the hallway. +6 Is Mary in the hallway? yes 5 +7 Daniel travelled to the kitchen. +8 John picked up the football there. +9 Is Mary in the hallway? yes 5 +10 John went to the bedroom. +11 Daniel moved to the garden. +12 Is Daniel in the hallway? no 11 +13 John discarded the football. +14 Mary picked up the milk there. +15 Is Daniel in the garden? yes 11 +1 Mary journeyed to the garden. +2 Sandra travelled to the garden. +3 Is Sandra in the hallway? no 2 +4 Mary moved to the office. +5 John picked up the apple there. +6 Is Sandra in the office? no 2 +7 John discarded the apple. +8 Daniel travelled to the hallway. +9 Is Sandra in the kitchen? no 2 +10 Sandra moved to the office. +11 John picked up the apple there. +12 Is Daniel in the hallway? yes 8 +13 Mary got the football there. +14 Daniel grabbed the milk there. +15 Is Daniel in the bedroom? no 8 +1 Mary went to the hallway. +2 Mary went back to the garden. +3 Is Mary in the kitchen? no 2 +4 Sandra travelled to the office. +5 John went back to the kitchen. +6 Is Mary in the garden? yes 2 +7 Sandra journeyed to the bathroom. +8 John travelled to the office. +9 Is Sandra in the hallway? no 7 +10 Sandra took the football there. +11 Daniel picked up the apple there. +12 Is Sandra in the hallway? no 7 +13 Daniel went back to the garden. +14 Daniel left the apple. +15 Is Daniel in the bedroom? no 13 +1 Mary went back to the bedroom. +2 Mary journeyed to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 John travelled to the garden. +5 Daniel grabbed the football there. +6 Is Mary in the office? no 2 +7 Sandra moved to the garden. +8 Mary moved to the office. +9 Is Sandra in the garden? yes 7 +10 Daniel picked up the apple there. +11 Sandra moved to the hallway. +12 Is Sandra in the bedroom? no 11 +13 John journeyed to the hallway. +14 Daniel went to the garden. +15 Is Daniel in the bathroom? no 14 +1 Mary went back to the hallway. +2 Mary got the football there. +3 Is Mary in the hallway? yes 1 +4 Mary went back to the garden. +5 John journeyed to the garden. +6 Is Mary in the office? no 4 +7 Sandra went back to the kitchen. +8 Daniel went to the office. +9 Is Sandra in the kitchen? yes 7 +10 Sandra took the apple there. +11 Sandra left the apple. +12 Is John in the garden? yes 5 +13 Sandra got the apple there. +14 Sandra moved to the garden. +15 Is Sandra in the bathroom? no 14 +1 Daniel picked up the milk there. +2 Daniel went back to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Mary moved to the hallway. +5 Mary got the football there. +6 Is Mary in the hallway? yes 4 +7 Sandra travelled to the hallway. +8 John went to the bathroom. +9 Is Daniel in the bedroom? no 2 +10 Mary went back to the bedroom. +11 Mary left the football. +12 Is Mary in the hallway? no 10 +13 Daniel went back to the hallway. +14 John went to the hallway. +15 Is Daniel in the kitchen? no 13 +1 John went back to the kitchen. +2 Daniel went back to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 Sandra journeyed to the office. +5 John journeyed to the bathroom. +6 Is Sandra in the bedroom? no 4 +7 Sandra went back to the hallway. +8 John went to the bedroom. +9 Is Sandra in the hallway? yes 7 +10 Daniel went back to the garden. +11 John moved to the kitchen. +12 Is John in the kitchen? yes 11 +13 Mary went back to the bathroom. +14 Mary went to the bedroom. +15 Is Mary in the bedroom? yes 14 +1 Daniel went back to the bedroom. +2 John went to the bathroom. +3 Is Daniel in the office? no 1 +4 Sandra went to the garden. +5 Daniel went to the bathroom. +6 Is Sandra in the garden? yes 4 +7 John went back to the hallway. +8 Sandra travelled to the kitchen. +9 Is Sandra in the garden? no 8 +10 John went to the office. +11 Daniel went back to the garden. +12 Is Sandra in the hallway? no 8 +13 John went to the bathroom. +14 Sandra travelled to the office. +15 Is John in the bathroom? yes 13 +1 Mary journeyed to the bedroom. +2 Daniel got the football there. +3 Is Mary in the garden? no 1 +4 Daniel journeyed to the office. +5 Daniel journeyed to the hallway. +6 Is Daniel in the hallway? yes 5 +7 John went to the bedroom. +8 Mary went to the kitchen. +9 Is Daniel in the office? no 5 +10 John went back to the garden. +11 John journeyed to the bathroom. +12 Is Mary in the bedroom? no 8 +13 Mary went to the hallway. +14 Mary travelled to the kitchen. +15 Is John in the office? no 11 +1 Sandra moved to the bedroom. +2 Daniel picked up the milk there. +3 Is Sandra in the bedroom? yes 1 +4 Daniel left the milk there. +5 Daniel took the football there. +6 Is Sandra in the office? no 1 +7 Daniel took the milk there. +8 Sandra moved to the hallway. +9 Is Sandra in the garden? no 8 +10 Mary picked up the apple there. +11 Daniel went to the kitchen. +12 Is Daniel in the kitchen? yes 11 +13 Mary left the apple. +14 Mary grabbed the apple there. +15 Is Daniel in the kitchen? yes 11 +1 John took the apple there. +2 John put down the apple. +3 Mary journeyed to the bathroom. +4 John grabbed the apple there. +5 Is Mary in the bathroom? yes 3 +6 Mary moved to the office. +7 Daniel journeyed to the kitchen. +8 Is Mary in the office? yes 6 +9 Sandra moved to the kitchen. +10 Daniel went to the bathroom. +11 Is Sandra in the kitchen? yes 9 +12 Daniel moved to the hallway. +13 Mary journeyed to the hallway. +14 Is Daniel in the kitchen? no 12 +15 John travelled to the office. +16 Sandra moved to the garden. +17 Is Daniel in the bedroom? no 12 +1 Daniel went to the bathroom. +2 Sandra went to the office. +3 Is Daniel in the hallway? no 1 +4 Sandra moved to the garden. +5 Daniel picked up the milk there. +6 Is Sandra in the garden? yes 4 +7 Daniel moved to the kitchen. +8 Daniel travelled to the bedroom. +9 Is Daniel in the bedroom? yes 8 +10 John moved to the bedroom. +11 Daniel got the football there. +12 Is Daniel in the hallway? no 8 +13 Daniel discarded the milk. +14 John went to the office. +15 Is Daniel in the kitchen? no 8 +1 Sandra moved to the hallway. +2 Mary went to the bedroom. +3 Is Mary in the kitchen? no 2 +4 Mary grabbed the apple there. +5 Sandra moved to the garden. +6 Is Mary in the bedroom? yes 2 +7 Mary went back to the office. +8 Daniel went back to the office. +9 Is Mary in the office? yes 7 +10 Daniel went to the hallway. +11 Mary got the milk there. +12 Is Daniel in the bathroom? no 10 +13 Mary moved to the bedroom. +14 Mary left the milk. +15 Is Daniel in the hallway? yes 10 +1 John got the football there. +2 John went to the garden. +3 Is John in the bathroom? no 2 +4 Daniel journeyed to the bedroom. +5 Sandra travelled to the garden. +6 Is Sandra in the garden? yes 5 +7 Daniel journeyed to the garden. +8 John picked up the milk there. +9 Is John in the garden? yes 2 +10 John went back to the kitchen. +11 John left the milk. +12 Is Sandra in the hallway? no 5 +13 John put down the football. +14 Daniel journeyed to the office. +15 Is Daniel in the hallway? no 14 +1 Mary took the apple there. +2 Mary left the apple. +3 Daniel went back to the garden. +4 Mary moved to the kitchen. +5 Is Mary in the hallway? no 4 +6 Daniel travelled to the bedroom. +7 Mary got the milk there. +8 Is Daniel in the kitchen? no 6 +9 Mary put down the milk. +10 Sandra moved to the kitchen. +11 Is Sandra in the hallway? no 10 +12 Mary grabbed the milk there. +13 Sandra went to the garden. +14 Is Sandra in the kitchen? no 13 +15 Mary dropped the milk. +16 Sandra moved to the bedroom. +17 Is Sandra in the hallway? no 16 +1 Mary got the football there. +2 Mary went back to the office. +3 Is Mary in the office? yes 2 +4 Daniel went to the hallway. +5 Mary journeyed to the bathroom. +6 Is Daniel in the hallway? yes 4 +7 Daniel got the apple there. +8 Daniel went to the office. +9 Is Mary in the hallway? no 5 +10 Mary dropped the football. +11 Sandra went to the office. +12 Is Daniel in the office? yes 8 +13 Daniel left the apple. +14 Daniel grabbed the apple there. +15 Is Sandra in the bathroom? no 11 +1 Sandra took the apple there. +2 Sandra put down the apple. +3 Sandra picked up the apple there. +4 John journeyed to the kitchen. +5 Is John in the kitchen? yes 4 +6 John took the milk there. +7 John got the football there. +8 Is John in the bathroom? no 4 +9 John travelled to the bathroom. +10 Mary went back to the kitchen. +11 Is John in the garden? no 9 +12 Sandra journeyed to the kitchen. +13 John journeyed to the bedroom. +14 Is Mary in the bathroom? no 10 +15 John moved to the bathroom. +16 Sandra dropped the apple. +17 Is John in the kitchen? no 15 +1 Daniel took the football there. +2 Sandra went to the garden. +3 Is Sandra in the bedroom? no 2 +4 Daniel journeyed to the hallway. +5 Sandra travelled to the office. +6 Is Sandra in the bedroom? no 5 +7 Sandra travelled to the kitchen. +8 Daniel put down the football. +9 Is Daniel in the hallway? yes 4 +10 Sandra travelled to the office. +11 Daniel got the football there. +12 Is Sandra in the office? yes 10 +13 John went back to the bedroom. +14 Daniel dropped the football. +15 Is John in the bedroom? yes 13 +1 John went to the bedroom. +2 Mary travelled to the hallway. +3 Is John in the bedroom? yes 1 +4 John journeyed to the hallway. +5 Sandra went back to the bedroom. +6 Is John in the hallway? yes 4 +7 Daniel got the milk there. +8 John moved to the bedroom. +9 Is Mary in the hallway? yes 2 +10 Sandra travelled to the kitchen. +11 Daniel moved to the garden. +12 Is Daniel in the kitchen? no 11 +13 Daniel got the apple there. +14 Mary went to the office. +15 Is Mary in the office? yes 14 +1 Sandra went to the hallway. +2 Mary went back to the bathroom. +3 Is Mary in the bedroom? no 2 +4 Sandra went back to the bathroom. +5 Mary journeyed to the hallway. +6 Is Sandra in the bathroom? yes 4 +7 John went to the kitchen. +8 John journeyed to the bathroom. +9 Is John in the bathroom? yes 8 +10 John moved to the bedroom. +11 Sandra picked up the milk there. +12 Is Mary in the garden? no 5 +13 Daniel went to the bedroom. +14 Sandra put down the milk. +15 Is John in the hallway? no 10 +1 Sandra picked up the milk there. +2 Mary got the apple there. +3 Sandra went back to the bedroom. +4 John moved to the bathroom. +5 Is John in the office? no 4 +6 Sandra went to the bathroom. +7 Sandra moved to the hallway. +8 Is Sandra in the garden? no 7 +9 Mary went back to the garden. +10 Mary discarded the apple. +11 Is John in the kitchen? no 4 +12 Mary grabbed the apple there. +13 John went back to the garden. +14 Is John in the garden? yes 13 +15 Mary moved to the bathroom. +16 Sandra picked up the football there. +17 Is John in the garden? yes 13 +1 John went back to the kitchen. +2 Daniel travelled to the garden. +3 Is Daniel in the garden? yes 2 +4 Sandra moved to the bathroom. +5 Sandra journeyed to the kitchen. +6 Is Sandra in the kitchen? yes 5 +7 John travelled to the bedroom. +8 Daniel travelled to the hallway. +9 Is Daniel in the hallway? yes 8 +10 John got the apple there. +11 Daniel journeyed to the bathroom. +12 Is Daniel in the bathroom? yes 11 +13 Sandra went back to the bedroom. +14 Sandra went back to the kitchen. +15 Is Daniel in the hallway? no 11 +1 Sandra journeyed to the hallway. +2 Mary journeyed to the office. +3 Is Sandra in the hallway? yes 1 +4 John took the football there. +5 Mary went to the kitchen. +6 Is Mary in the office? no 5 +7 Mary went back to the bathroom. +8 John put down the football. +9 Is Mary in the hallway? no 7 +10 John went to the office. +11 Mary went to the garden. +12 Is Mary in the garden? yes 11 +13 Sandra journeyed to the kitchen. +14 Sandra travelled to the bathroom. +15 Is Sandra in the kitchen? no 14 +1 Sandra moved to the bathroom. +2 Sandra travelled to the hallway. +3 Is Sandra in the bedroom? no 2 +4 Daniel journeyed to the kitchen. +5 John went to the bathroom. +6 Is John in the garden? no 5 +7 Daniel grabbed the milk there. +8 Daniel went back to the garden. +9 Is John in the bathroom? yes 5 +10 John grabbed the football there. +11 Daniel went to the hallway. +12 Is John in the bedroom? no 5 +13 John discarded the football there. +14 Mary journeyed to the bedroom. +15 Is Daniel in the garden? no 11 +1 Daniel moved to the kitchen. +2 Mary grabbed the milk there. +3 Is Daniel in the kitchen? yes 1 +4 John picked up the apple there. +5 John put down the apple. +6 Is Daniel in the bedroom? no 1 +7 John moved to the bathroom. +8 John moved to the bedroom. +9 Is John in the bedroom? yes 8 +10 Sandra moved to the bathroom. +11 Daniel travelled to the hallway. +12 Is Daniel in the hallway? yes 11 +13 John travelled to the bathroom. +14 Daniel picked up the football there. +15 Is Daniel in the hallway? yes 11 +1 John grabbed the football there. +2 John left the football. +3 Sandra travelled to the bedroom. +4 Sandra went back to the hallway. +5 Is Sandra in the hallway? yes 4 +6 John went to the bathroom. +7 Sandra got the milk there. +8 Is Sandra in the hallway? yes 4 +9 Mary journeyed to the hallway. +10 Mary went to the kitchen. +11 Is John in the bathroom? yes 6 +12 Daniel moved to the bedroom. +13 Sandra dropped the milk. +14 Is Daniel in the bathroom? no 12 +15 Mary went back to the office. +16 Mary went to the kitchen. +17 Is Mary in the kitchen? yes 16 +1 Mary travelled to the hallway. +2 Mary went back to the office. +3 Is Mary in the garden? no 2 +4 Mary travelled to the garden. +5 John went to the bathroom. +6 Is Mary in the garden? yes 4 +7 John went back to the kitchen. +8 John went to the office. +9 Is John in the garden? no 8 +10 Mary picked up the milk there. +11 Mary picked up the football there. +12 Is John in the bedroom? no 8 +13 Mary discarded the football. +14 Mary went to the bathroom. +15 Is Mary in the bathroom? yes 14 +1 Daniel travelled to the office. +2 Mary travelled to the garden. +3 Is Daniel in the garden? no 1 +4 Mary picked up the apple there. +5 Sandra went to the hallway. +6 Is Daniel in the office? yes 1 +7 Daniel went to the kitchen. +8 John grabbed the football there. +9 Is Mary in the bathroom? no 2 +10 Mary left the apple. +11 Daniel picked up the milk there. +12 Is Sandra in the office? no 5 +13 John left the football. +14 John grabbed the football there. +15 Daniel discarded the milk. +16 Mary travelled to the office. +17 Is Mary in the office? yes 16 +1 Daniel moved to the garden. +2 Daniel grabbed the apple there. +3 Is Daniel in the garden? yes 1 +4 Daniel discarded the apple. +5 Sandra went to the kitchen. +6 Is Daniel in the garden? yes 1 +7 Sandra journeyed to the garden. +8 Daniel took the apple there. +9 Is Sandra in the garden? yes 7 +10 Daniel dropped the apple there. +11 John moved to the bathroom. +12 Is John in the bathroom? yes 11 +13 Sandra took the apple there. +14 Mary went to the office. +15 Is Mary in the bedroom? no 14 +1 Mary went to the office. +2 Daniel went back to the bedroom. +3 Is Mary in the kitchen? no 1 +4 Daniel moved to the hallway. +5 John journeyed to the hallway. +6 Is Daniel in the office? no 4 +7 Sandra journeyed to the kitchen. +8 Daniel moved to the bedroom. +9 Is Daniel in the bedroom? yes 8 +10 Daniel went to the garden. +11 Daniel grabbed the milk there. +12 Is John in the hallway? yes 5 +13 Daniel discarded the milk. +14 Sandra moved to the office. +15 Is Sandra in the bedroom? no 14 +1 Sandra went to the hallway. +2 Mary moved to the hallway. +3 Is Mary in the bedroom? no 2 +4 Mary travelled to the office. +5 John travelled to the kitchen. +6 Is Mary in the office? yes 4 +7 Mary journeyed to the garden. +8 John picked up the apple there. +9 Is Mary in the garden? yes 7 +10 John discarded the apple there. +11 Sandra travelled to the garden. +12 Is Mary in the garden? yes 7 +13 John went to the office. +14 Daniel journeyed to the bathroom. +15 Is Daniel in the kitchen? no 14 +1 Daniel took the milk there. +2 Sandra moved to the office. +3 Is Sandra in the office? yes 2 +4 John moved to the garden. +5 Mary went back to the bathroom. +6 Is Sandra in the office? yes 2 +7 John journeyed to the hallway. +8 Daniel went to the bedroom. +9 Is Mary in the bedroom? no 5 +10 Daniel dropped the milk. +11 Sandra journeyed to the hallway. +12 Is John in the office? no 7 +13 John travelled to the garden. +14 John journeyed to the bathroom. +15 Is Daniel in the bedroom? yes 8 +1 Sandra went to the office. +2 Sandra went to the hallway. +3 Is Sandra in the bathroom? no 2 +4 Mary went to the garden. +5 Sandra travelled to the bedroom. +6 Is Sandra in the bathroom? no 5 +7 John grabbed the apple there. +8 John went to the garden. +9 Is John in the hallway? no 8 +10 John dropped the apple. +11 Mary moved to the office. +12 Is John in the garden? yes 8 +13 John got the milk there. +14 Sandra went to the kitchen. +15 Is Sandra in the kitchen? yes 14 +1 John got the milk there. +2 Daniel took the football there. +3 Sandra journeyed to the bedroom. +4 John journeyed to the garden. +5 Is John in the garden? yes 4 +6 Sandra moved to the office. +7 Mary travelled to the garden. +8 Is Sandra in the office? yes 6 +9 Sandra travelled to the bathroom. +10 Mary went back to the kitchen. +11 Is Mary in the bathroom? no 10 +12 John dropped the milk. +13 Sandra went back to the bedroom. +14 Is Mary in the office? no 10 +15 Mary picked up the apple there. +16 John picked up the milk there. +17 Is Mary in the bathroom? no 10 +1 John took the apple there. +2 Daniel went back to the kitchen. +3 Is Daniel in the office? no 2 +4 Sandra went to the kitchen. +5 Mary grabbed the milk there. +6 Is Sandra in the bedroom? no 4 +7 John dropped the apple. +8 John moved to the hallway. +9 Is John in the kitchen? no 8 +10 Mary left the milk there. +11 John moved to the bathroom. +12 Is John in the bathroom? yes 11 +13 John grabbed the apple there. +14 John left the apple. +15 Is John in the hallway? no 11 +1 Mary travelled to the office. +2 Mary moved to the hallway. +3 Is Mary in the bathroom? no 2 +4 John got the milk there. +5 Sandra took the football there. +6 Is Mary in the hallway? yes 2 +7 Sandra went back to the garden. +8 Sandra discarded the football there. +9 Is Sandra in the office? no 7 +10 Daniel went back to the kitchen. +11 Mary moved to the office. +12 Is Mary in the office? yes 11 +13 John left the milk. +14 Daniel went back to the office. +15 Is Daniel in the kitchen? no 14 +1 Mary grabbed the milk there. +2 Sandra moved to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Sandra moved to the garden. +5 Daniel went back to the garden. +6 Is Sandra in the garden? yes 4 +7 Mary went back to the hallway. +8 Mary dropped the milk there. +9 Is Sandra in the bedroom? no 4 +10 Sandra travelled to the hallway. +11 Mary got the milk there. +12 Is Daniel in the office? no 5 +13 Mary journeyed to the kitchen. +14 Mary took the apple there. +15 Is Sandra in the hallway? yes 10 +1 Sandra travelled to the garden. +2 Mary travelled to the office. +3 Is Mary in the office? yes 2 +4 Daniel went back to the garden. +5 Sandra moved to the hallway. +6 Is Sandra in the office? no 5 +7 Sandra picked up the apple there. +8 Sandra went back to the bedroom. +9 Is Sandra in the bedroom? yes 8 +10 Sandra put down the apple. +11 John went to the kitchen. +12 Is Sandra in the bathroom? no 8 +13 Mary moved to the kitchen. +14 Sandra went to the garden. +15 Is Sandra in the garden? yes 14 +1 John took the milk there. +2 Daniel moved to the kitchen. +3 Is Daniel in the bathroom? no 2 +4 John went to the bedroom. +5 John put down the milk. +6 Is Daniel in the kitchen? yes 2 +7 Mary got the milk there. +8 John travelled to the kitchen. +9 Is Daniel in the bathroom? no 2 +10 Daniel travelled to the hallway. +11 Mary travelled to the kitchen. +12 Is Daniel in the hallway? yes 10 +13 Daniel moved to the kitchen. +14 Sandra went to the garden. +15 Is Daniel in the kitchen? yes 13 +1 Daniel travelled to the kitchen. +2 Sandra journeyed to the bathroom. +3 Is Sandra in the bedroom? no 2 +4 Sandra went to the hallway. +5 Sandra picked up the apple there. +6 Is Sandra in the hallway? yes 4 +7 Sandra travelled to the bedroom. +8 Mary travelled to the hallway. +9 Is Sandra in the bedroom? yes 7 +10 John journeyed to the hallway. +11 Sandra went to the kitchen. +12 Is Sandra in the bathroom? no 11 +13 John travelled to the office. +14 Sandra travelled to the bedroom. +15 Is Sandra in the bedroom? yes 14 +1 Sandra journeyed to the kitchen. +2 Sandra went back to the bathroom. +3 Is Sandra in the hallway? no 2 +4 John got the apple there. +5 John went to the bathroom. +6 Is John in the bathroom? yes 5 +7 Sandra moved to the kitchen. +8 Sandra went back to the bathroom. +9 Is Sandra in the bathroom? yes 8 +10 Mary travelled to the bathroom. +11 Sandra moved to the garden. +12 Is John in the bathroom? yes 5 +13 Mary travelled to the office. +14 John journeyed to the garden. +15 Is Sandra in the garden? yes 11 +1 John travelled to the office. +2 John went back to the garden. +3 Is John in the bathroom? no 2 +4 John travelled to the hallway. +5 Mary journeyed to the bedroom. +6 Is John in the kitchen? no 4 +7 Sandra went to the kitchen. +8 Daniel went back to the hallway. +9 Is John in the bathroom? no 4 +10 Daniel went back to the bedroom. +11 Daniel took the football there. +12 Is Daniel in the bedroom? yes 10 +13 Daniel moved to the kitchen. +14 Sandra went to the bathroom. +15 Is Daniel in the kitchen? yes 13 +1 Sandra journeyed to the bedroom. +2 Mary went to the kitchen. +3 Is Mary in the hallway? no 2 +4 Sandra took the milk there. +5 Daniel moved to the kitchen. +6 Is Mary in the kitchen? yes 2 +7 John moved to the garden. +8 Daniel travelled to the office. +9 Is John in the bathroom? no 7 +10 Mary journeyed to the garden. +11 Sandra travelled to the kitchen. +12 Is Daniel in the bathroom? no 8 +13 Sandra left the milk. +14 John moved to the hallway. +15 Is Mary in the garden? yes 10 +1 Sandra went back to the bathroom. +2 Mary journeyed to the hallway. +3 Is Sandra in the kitchen? no 1 +4 Mary moved to the garden. +5 Mary went to the bathroom. +6 Is Mary in the bedroom? no 5 +7 Sandra journeyed to the bedroom. +8 John got the football there. +9 Is Sandra in the bedroom? yes 7 +10 Mary went back to the kitchen. +11 Daniel went back to the kitchen. +12 Is Mary in the office? no 10 +13 Sandra went to the kitchen. +14 Daniel moved to the hallway. +15 Is Daniel in the hallway? yes 14 +1 Daniel took the football there. +2 Daniel discarded the football. +3 John went back to the garden. +4 Daniel took the football there. +5 Is John in the garden? yes 3 +6 Daniel dropped the football. +7 Sandra grabbed the apple there. +8 Is John in the garden? yes 3 +9 Sandra journeyed to the office. +10 Daniel went back to the kitchen. +11 Is Daniel in the hallway? no 10 +12 Sandra left the apple there. +13 Mary travelled to the hallway. +14 Is Mary in the bedroom? no 13 +15 Sandra moved to the kitchen. +16 Mary journeyed to the kitchen. +17 Is Sandra in the kitchen? yes 15 +1 Mary journeyed to the garden. +2 Daniel went to the kitchen. +3 Is Mary in the office? no 1 +4 Mary went back to the bedroom. +5 Daniel moved to the bedroom. +6 Is Mary in the bedroom? yes 4 +7 Mary got the apple there. +8 Mary moved to the bathroom. +9 Is Daniel in the bedroom? yes 5 +10 Daniel journeyed to the hallway. +11 Mary put down the apple. +12 Is Mary in the bedroom? no 8 +13 Mary grabbed the milk there. +14 Mary went back to the kitchen. +15 Is Mary in the kitchen? yes 14 +1 John journeyed to the kitchen. +2 John went back to the bathroom. +3 Is John in the bathroom? yes 2 +4 John travelled to the garden. +5 John journeyed to the hallway. +6 Is John in the office? no 5 +7 Daniel travelled to the bedroom. +8 Mary travelled to the hallway. +9 Is John in the hallway? yes 5 +10 Mary got the football there. +11 Sandra went to the hallway. +12 Is John in the hallway? yes 5 +13 Sandra moved to the bedroom. +14 John went to the garden. +15 Is Sandra in the bedroom? yes 13 +1 Mary travelled to the bedroom. +2 Mary journeyed to the bathroom. +3 Is Mary in the hallway? no 2 +4 Mary went to the kitchen. +5 Mary travelled to the office. +6 Is Mary in the office? yes 5 +7 Mary went back to the hallway. +8 John moved to the kitchen. +9 Is Mary in the hallway? yes 7 +10 John took the football there. +11 Mary journeyed to the bathroom. +12 Is Mary in the office? no 11 +13 Mary grabbed the apple there. +14 John put down the football there. +15 Is John in the kitchen? yes 8 +1 Sandra got the milk there. +2 Sandra dropped the milk. +3 Sandra got the milk there. +4 Daniel moved to the kitchen. +5 Is Daniel in the bathroom? no 4 +6 John picked up the football there. +7 John dropped the football. +8 Is Daniel in the bathroom? no 4 +9 Daniel went to the office. +10 John took the football there. +11 Is Daniel in the office? yes 9 +12 John travelled to the garden. +13 Daniel went back to the bathroom. +14 Is John in the bedroom? no 12 +15 Mary travelled to the garden. +16 John went to the bathroom. +17 Is Mary in the kitchen? no 15 +1 Mary picked up the football there. +2 Daniel got the milk there. +3 Daniel left the milk. +4 Daniel went back to the office. +5 Is Daniel in the bedroom? no 4 +6 Mary put down the football. +7 Daniel travelled to the garden. +8 Is Daniel in the bedroom? no 7 +9 John moved to the garden. +10 Daniel went to the bedroom. +11 Is John in the garden? yes 9 +12 John moved to the office. +13 Daniel travelled to the kitchen. +14 Is John in the bedroom? no 12 +15 John went to the bathroom. +16 Sandra moved to the kitchen. +17 Is John in the bathroom? yes 15 +1 Sandra went to the bedroom. +2 Daniel moved to the hallway. +3 Is Daniel in the kitchen? no 2 +4 John picked up the apple there. +5 John grabbed the milk there. +6 Is Daniel in the kitchen? no 2 +7 John dropped the milk there. +8 John dropped the apple. +9 Is Daniel in the hallway? yes 2 +10 Sandra went to the kitchen. +11 John picked up the milk there. +12 Is Sandra in the bedroom? no 10 +13 John travelled to the bathroom. +14 John discarded the milk there. +15 Is Sandra in the office? no 10 +1 Mary went back to the office. +2 John went back to the office. +3 Is Mary in the office? yes 1 +4 Mary moved to the hallway. +5 Sandra travelled to the office. +6 Is Sandra in the kitchen? no 5 +7 Sandra went back to the hallway. +8 Daniel moved to the bedroom. +9 Is John in the bedroom? no 2 +10 Daniel moved to the kitchen. +11 John got the milk there. +12 Is Daniel in the kitchen? yes 10 +13 Sandra travelled to the bedroom. +14 Mary journeyed to the garden. +15 Is Daniel in the kitchen? yes 10 +1 Daniel went back to the bedroom. +2 John went back to the hallway. +3 Is John in the kitchen? no 2 +4 John picked up the apple there. +5 John dropped the apple there. +6 Is John in the hallway? yes 2 +7 John took the apple there. +8 Mary journeyed to the office. +9 Is John in the office? no 2 +10 Daniel went back to the bathroom. +11 John dropped the apple. +12 Is Daniel in the bathroom? yes 10 +13 John got the apple there. +14 John put down the apple. +15 Is Mary in the bedroom? no 8 +1 Sandra moved to the bathroom. +2 Sandra journeyed to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Daniel went back to the garden. +5 John moved to the bedroom. +6 Is Sandra in the office? no 2 +7 Mary went to the bathroom. +8 Mary grabbed the apple there. +9 Is Sandra in the kitchen? yes 2 +10 John went back to the kitchen. +11 Mary put down the apple there. +12 Is John in the kitchen? yes 10 +13 Daniel journeyed to the bathroom. +14 Mary went to the office. +15 Is Mary in the hallway? no 14 +1 Sandra went to the office. +2 Mary got the milk there. +3 Is Sandra in the hallway? no 1 +4 Daniel moved to the garden. +5 Mary journeyed to the bathroom. +6 Is Daniel in the bathroom? no 4 +7 Mary dropped the milk. +8 Daniel grabbed the football there. +9 Is Mary in the hallway? no 5 +10 Mary got the milk there. +11 Daniel went back to the office. +12 Is Daniel in the office? yes 11 +13 John journeyed to the bathroom. +14 Daniel went to the kitchen. +15 Is John in the bedroom? no 13 +1 Sandra took the football there. +2 Mary picked up the apple there. +3 Mary discarded the apple there. +4 Daniel grabbed the milk there. +5 Sandra put down the football. +6 Mary moved to the office. +7 Is Mary in the hallway? no 6 +8 John grabbed the football there. +9 Mary went back to the hallway. +10 Is Mary in the hallway? yes 9 +11 Daniel dropped the milk there. +12 Mary went to the office. +13 Is Mary in the bedroom? no 12 +14 Daniel took the milk there. +15 John went to the hallway. +16 Is Mary in the bathroom? no 12 +17 Daniel discarded the milk. +18 John left the football. +19 Is Mary in the office? yes 12 +1 John went back to the bedroom. +2 John went back to the garden. +3 Is John in the garden? yes 2 +4 John took the football there. +5 John took the milk there. +6 Is John in the garden? yes 2 +7 Sandra went to the kitchen. +8 Mary moved to the office. +9 Is Sandra in the kitchen? yes 7 +10 John moved to the bathroom. +11 John discarded the milk. +12 Is Mary in the office? yes 8 +13 John discarded the football there. +14 Sandra went to the office. +15 Is Mary in the hallway? no 8 +1 Sandra went back to the bedroom. +2 John went back to the bathroom. +3 Is John in the kitchen? no 2 +4 Daniel went to the kitchen. +5 Daniel journeyed to the bedroom. +6 Is Sandra in the bedroom? yes 1 +7 Mary journeyed to the hallway. +8 John went back to the hallway. +9 Is Daniel in the bedroom? yes 5 +10 Sandra moved to the kitchen. +11 Daniel went to the hallway. +12 Is Sandra in the bathroom? no 10 +13 Mary went to the bathroom. +14 Sandra travelled to the office. +15 Is Sandra in the garden? no 14 +1 John moved to the kitchen. +2 Mary got the apple there. +3 Is John in the kitchen? yes 1 +4 John went to the hallway. +5 Daniel went back to the office. +6 Is Daniel in the office? yes 5 +7 Daniel moved to the kitchen. +8 Mary put down the apple. +9 Is Daniel in the kitchen? yes 7 +10 Daniel travelled to the bathroom. +11 Sandra went back to the garden. +12 Is Sandra in the kitchen? no 11 +13 Mary grabbed the apple there. +14 Daniel journeyed to the hallway. +15 Is Daniel in the hallway? yes 14 +1 Mary went back to the garden. +2 Mary travelled to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 Daniel travelled to the kitchen. +5 Mary went to the kitchen. +6 Is Mary in the kitchen? yes 5 +7 Sandra travelled to the hallway. +8 John picked up the football there. +9 Is Mary in the bathroom? no 5 +10 John dropped the football. +11 John went to the bathroom. +12 Is Sandra in the hallway? yes 7 +13 Daniel travelled to the garden. +14 Mary picked up the football there. +15 Is John in the bathroom? yes 11 +1 Sandra journeyed to the bedroom. +2 Sandra travelled to the office. +3 Is Sandra in the office? yes 2 +4 Sandra journeyed to the garden. +5 Mary moved to the hallway. +6 Is Sandra in the hallway? no 4 +7 John journeyed to the garden. +8 Mary picked up the football there. +9 Is John in the hallway? no 7 +10 Sandra went to the office. +11 Mary went back to the bedroom. +12 Is Sandra in the office? yes 10 +13 Mary discarded the football. +14 Daniel journeyed to the bedroom. +15 Is Mary in the garden? no 11 +1 Sandra moved to the bathroom. +2 John travelled to the garden. +3 Is John in the kitchen? no 2 +4 Daniel journeyed to the bathroom. +5 Daniel took the apple there. +6 Is Daniel in the bathroom? yes 4 +7 Daniel went to the office. +8 Daniel went back to the garden. +9 Is John in the office? no 2 +10 John went to the bathroom. +11 Sandra went to the office. +12 Is Daniel in the bedroom? no 8 +13 Sandra moved to the garden. +14 John journeyed to the hallway. +15 Is John in the office? no 14 +1 Mary travelled to the garden. +2 Daniel moved to the kitchen. +3 Is Mary in the garden? yes 1 +4 Daniel went back to the bedroom. +5 Sandra travelled to the kitchen. +6 Is Daniel in the bedroom? yes 4 +7 Sandra took the apple there. +8 Sandra left the apple. +9 Is Sandra in the bedroom? no 5 +10 John grabbed the milk there. +11 Mary went back to the bathroom. +12 Is Sandra in the bathroom? no 5 +13 John left the milk. +14 Sandra grabbed the apple there. +15 Is Mary in the bathroom? yes 11 +1 Daniel travelled to the office. +2 John travelled to the bedroom. +3 Is John in the garden? no 2 +4 Mary travelled to the bathroom. +5 Mary picked up the apple there. +6 Is Mary in the garden? no 4 +7 Daniel moved to the kitchen. +8 John moved to the hallway. +9 Is John in the bedroom? no 8 +10 John went back to the bathroom. +11 Mary discarded the apple. +12 Is John in the kitchen? no 10 +13 Mary got the apple there. +14 Mary travelled to the bedroom. +15 Is John in the bedroom? no 10 +1 Daniel moved to the hallway. +2 Mary journeyed to the office. +3 Is Mary in the office? yes 2 +4 Daniel went back to the office. +5 Daniel picked up the football there. +6 Is Daniel in the office? yes 4 +7 Daniel put down the football. +8 John went to the bathroom. +9 Is John in the bathroom? yes 8 +10 Mary got the football there. +11 Mary dropped the football there. +12 Is John in the bathroom? yes 8 +13 Mary took the football there. +14 Mary left the football. +15 Is John in the bathroom? yes 8 +1 Mary went to the office. +2 Daniel went back to the hallway. +3 Is Daniel in the kitchen? no 2 +4 John travelled to the hallway. +5 Sandra travelled to the bedroom. +6 Is Sandra in the bedroom? yes 5 +7 Daniel moved to the kitchen. +8 Sandra travelled to the office. +9 Is Sandra in the office? yes 8 +10 John got the football there. +11 John dropped the football. +12 Is Daniel in the bedroom? no 7 +13 Mary went back to the hallway. +14 Mary grabbed the football there. +15 Is Sandra in the kitchen? no 8 +1 Mary went to the kitchen. +2 Sandra picked up the milk there. +3 Is Mary in the garden? no 1 +4 Sandra left the milk. +5 Mary grabbed the apple there. +6 Is Mary in the kitchen? yes 1 +7 Mary picked up the football there. +8 Daniel travelled to the hallway. +9 Is Daniel in the bathroom? no 8 +10 Sandra went back to the bedroom. +11 Mary travelled to the garden. +12 Is Daniel in the bedroom? no 8 +13 Mary discarded the apple. +14 Mary dropped the football. +15 Is Sandra in the hallway? no 10 +1 Daniel picked up the apple there. +2 Sandra moved to the garden. +3 Is Sandra in the kitchen? no 2 +4 John went back to the bedroom. +5 Mary moved to the bedroom. +6 Is Sandra in the garden? yes 2 +7 Mary got the milk there. +8 Daniel discarded the apple. +9 Is Mary in the bedroom? yes 5 +10 Mary put down the milk. +11 Mary grabbed the milk there. +12 Is Mary in the bedroom? yes 5 +13 Daniel picked up the apple there. +14 Sandra journeyed to the hallway. +15 Is Sandra in the hallway? yes 14 +1 Sandra got the apple there. +2 Sandra discarded the apple. +3 Sandra got the apple there. +4 Daniel journeyed to the hallway. +5 Is Daniel in the bedroom? no 4 +6 Daniel went back to the office. +7 Sandra discarded the apple there. +8 Is Daniel in the office? yes 6 +9 Mary travelled to the bathroom. +10 Daniel took the apple there. +11 Is Daniel in the office? yes 6 +12 Daniel left the apple there. +13 Daniel grabbed the apple there. +14 Is Mary in the hallway? no 9 +15 John journeyed to the hallway. +16 Mary travelled to the bedroom. +17 Is Mary in the bedroom? yes 16 +1 John grabbed the milk there. +2 Sandra went back to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Sandra journeyed to the kitchen. +5 John left the milk. +6 Is Sandra in the kitchen? yes 4 +7 John grabbed the milk there. +8 John went back to the bedroom. +9 Is Sandra in the office? no 4 +10 Daniel journeyed to the garden. +11 Mary travelled to the hallway. +12 Is John in the bedroom? yes 8 +13 Sandra travelled to the office. +14 Mary took the apple there. +15 Is Daniel in the kitchen? no 10 +1 Mary went back to the kitchen. +2 Mary journeyed to the bedroom. +3 Is Mary in the hallway? no 2 +4 Daniel went back to the hallway. +5 John travelled to the office. +6 Is Mary in the hallway? no 2 +7 Mary travelled to the office. +8 Sandra went back to the bathroom. +9 Is Daniel in the hallway? yes 4 +10 Sandra took the milk there. +11 Mary journeyed to the hallway. +12 Is Sandra in the bedroom? no 8 +13 John went back to the hallway. +14 Sandra got the football there. +15 Is Mary in the bathroom? no 11 +1 Sandra went back to the garden. +2 Sandra went back to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Daniel moved to the garden. +5 Sandra got the football there. +6 Is Daniel in the garden? yes 4 +7 Mary went to the bathroom. +8 Sandra discarded the football. +9 Is Mary in the bathroom? yes 7 +10 Sandra got the football there. +11 Mary took the milk there. +12 Is Mary in the hallway? no 7 +13 Mary journeyed to the kitchen. +14 Sandra journeyed to the hallway. +15 Is Sandra in the hallway? yes 14 +1 John travelled to the garden. +2 Daniel journeyed to the garden. +3 Is Daniel in the garden? yes 2 +4 Mary moved to the hallway. +5 Sandra got the milk there. +6 Is Mary in the bedroom? no 4 +7 Daniel went to the kitchen. +8 Sandra got the football there. +9 Is Mary in the office? no 4 +10 John journeyed to the hallway. +11 Mary travelled to the garden. +12 Is Daniel in the bedroom? no 7 +13 Sandra discarded the football. +14 Sandra went to the hallway. +15 Is Sandra in the hallway? yes 14 +1 Daniel went to the bathroom. +2 Sandra went back to the kitchen. +3 Is Daniel in the kitchen? no 1 +4 Mary moved to the kitchen. +5 Sandra went back to the garden. +6 Is Daniel in the garden? no 1 +7 John moved to the hallway. +8 Sandra grabbed the apple there. +9 Is Sandra in the garden? yes 5 +10 Sandra discarded the apple. +11 Sandra got the apple there. +12 Is John in the hallway? yes 7 +13 Sandra left the apple there. +14 Mary moved to the garden. +15 Is Mary in the hallway? no 14 +1 Sandra picked up the milk there. +2 John travelled to the kitchen. +3 Is John in the bathroom? no 2 +4 Sandra dropped the milk. +5 John journeyed to the garden. +6 Is John in the garden? yes 5 +7 Mary took the football there. +8 Mary discarded the football there. +9 Is John in the garden? yes 5 +10 Daniel journeyed to the bathroom. +11 Sandra got the milk there. +12 Is Daniel in the bathroom? yes 10 +13 Sandra moved to the kitchen. +14 Daniel journeyed to the office. +15 Is Daniel in the office? yes 14 +1 John went to the bathroom. +2 John went back to the hallway. +3 Is John in the hallway? yes 2 +4 Mary went back to the hallway. +5 John journeyed to the garden. +6 Is John in the garden? yes 5 +7 Sandra went back to the hallway. +8 John travelled to the kitchen. +9 Is Sandra in the hallway? yes 7 +10 Daniel went back to the kitchen. +11 John went to the bedroom. +12 Is John in the bedroom? yes 11 +13 John got the milk there. +14 Mary grabbed the football there. +15 Is Daniel in the kitchen? yes 10 +1 Sandra grabbed the apple there. +2 John went to the bathroom. +3 Is John in the hallway? no 2 +4 Mary moved to the garden. +5 John grabbed the milk there. +6 Is John in the bathroom? yes 2 +7 Sandra travelled to the kitchen. +8 Mary picked up the football there. +9 Is Sandra in the kitchen? yes 7 +10 Sandra discarded the apple. +11 Sandra moved to the office. +12 Is Sandra in the office? yes 11 +13 John went back to the hallway. +14 Sandra went back to the bedroom. +15 Is John in the bedroom? no 13 +1 Daniel went back to the kitchen. +2 Daniel journeyed to the bathroom. +3 Is Daniel in the kitchen? no 2 +4 Mary got the football there. +5 Mary put down the football. +6 Is Daniel in the bathroom? yes 2 +7 Sandra grabbed the apple there. +8 Mary got the football there. +9 Is Daniel in the bathroom? yes 2 +10 Sandra went back to the garden. +11 Sandra went back to the bedroom. +12 Is Sandra in the bedroom? yes 11 +13 Mary put down the football. +14 Sandra dropped the apple. +15 Is Sandra in the bedroom? yes 11 +1 Daniel travelled to the garden. +2 Mary picked up the football there. +3 Is Daniel in the garden? yes 1 +4 Sandra travelled to the bathroom. +5 Daniel took the apple there. +6 Is Daniel in the garden? yes 1 +7 Mary left the football there. +8 Daniel picked up the milk there. +9 Is Sandra in the bathroom? yes 4 +10 John travelled to the bedroom. +11 John moved to the bathroom. +12 Is John in the garden? no 11 +13 Mary took the football there. +14 John travelled to the bedroom. +15 Is John in the bedroom? yes 14 +1 Daniel went back to the bedroom. +2 John went back to the office. +3 Is John in the office? yes 2 +4 Sandra grabbed the milk there. +5 Sandra dropped the milk. +6 Is Daniel in the bedroom? yes 1 +7 John went to the bathroom. +8 Daniel picked up the milk there. +9 Is John in the garden? no 7 +10 Daniel grabbed the football there. +11 John went to the kitchen. +12 Is John in the office? no 11 +13 John journeyed to the bathroom. +14 Daniel dropped the football. +15 Is John in the bathroom? yes 13 +1 Daniel travelled to the bathroom. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Sandra went to the kitchen. +5 John travelled to the bathroom. +6 Is John in the bedroom? no 5 +7 Sandra went back to the garden. +8 Mary went to the kitchen. +9 Is Daniel in the hallway? no 2 +10 Daniel went back to the bathroom. +11 Mary travelled to the bathroom. +12 Is John in the bathroom? yes 5 +13 Sandra moved to the bathroom. +14 Sandra went to the garden. +15 Is Sandra in the office? no 14 +1 Daniel picked up the apple there. +2 Daniel dropped the apple. +3 Daniel went to the office. +4 John journeyed to the bathroom. +5 Is Daniel in the office? yes 3 +6 Sandra travelled to the bedroom. +7 Sandra went back to the hallway. +8 Is Sandra in the garden? no 7 +9 Daniel journeyed to the kitchen. +10 John went to the hallway. +11 Is Daniel in the garden? no 9 +12 Sandra grabbed the apple there. +13 Sandra travelled to the bedroom. +14 Is Sandra in the office? no 13 +15 Sandra left the apple there. +16 Daniel took the milk there. +17 Is Sandra in the bedroom? yes 13 +1 Daniel moved to the garden. +2 Sandra moved to the bathroom. +3 Is Daniel in the bathroom? no 1 +4 Daniel picked up the apple there. +5 Sandra moved to the kitchen. +6 Is Sandra in the kitchen? yes 5 +7 Daniel travelled to the bathroom. +8 John got the milk there. +9 Is Daniel in the bathroom? yes 7 +10 John went to the kitchen. +11 Mary moved to the hallway. +12 Is Mary in the office? no 11 +13 Sandra journeyed to the bathroom. +14 Mary went to the garden. +15 Is Sandra in the hallway? no 13 +1 Daniel travelled to the bathroom. +2 John got the apple there. +3 Is Daniel in the bathroom? yes 1 +4 John discarded the apple. +5 John went to the bathroom. +6 Is Daniel in the office? no 1 +7 Sandra moved to the office. +8 Sandra went to the bedroom. +9 Is John in the kitchen? no 5 +10 John went to the office. +11 Daniel went back to the kitchen. +12 Is Daniel in the bathroom? no 11 +13 Sandra went to the hallway. +14 Mary journeyed to the garden. +15 Is Mary in the kitchen? no 14 +1 John went to the bathroom. +2 John travelled to the garden. +3 Is John in the bathroom? no 2 +4 Daniel moved to the bathroom. +5 John travelled to the bathroom. +6 Is Daniel in the hallway? no 4 +7 John travelled to the garden. +8 Sandra moved to the kitchen. +9 Is Sandra in the bathroom? no 8 +10 John journeyed to the bathroom. +11 Sandra moved to the bathroom. +12 Is John in the bathroom? yes 10 +13 John went back to the hallway. +14 John went to the bedroom. +15 Is John in the garden? no 14 +1 John went back to the office. +2 Daniel journeyed to the bathroom. +3 Is John in the bedroom? no 1 +4 Daniel journeyed to the garden. +5 Daniel took the football there. +6 Is Daniel in the bedroom? no 4 +7 Sandra travelled to the garden. +8 Sandra moved to the bathroom. +9 Is Sandra in the bathroom? yes 8 +10 John journeyed to the hallway. +11 Daniel moved to the office. +12 Is Daniel in the garden? no 11 +13 Daniel put down the football. +14 Sandra went back to the garden. +15 Is Sandra in the garden? yes 14 +1 Daniel grabbed the apple there. +2 Daniel moved to the office. +3 Is Daniel in the bedroom? no 2 +4 John picked up the football there. +5 Sandra went to the office. +6 Is Daniel in the garden? no 2 +7 Sandra travelled to the garden. +8 John went back to the kitchen. +9 Is Sandra in the office? no 7 +10 Sandra took the milk there. +11 Sandra discarded the milk. +12 Is Sandra in the garden? yes 7 +13 Daniel discarded the apple. +14 Daniel got the apple there. +15 Is John in the office? no 8 +1 Mary went back to the bedroom. +2 Daniel journeyed to the office. +3 Is Mary in the garden? no 1 +4 John went to the office. +5 Mary took the apple there. +6 Is John in the kitchen? no 4 +7 Daniel moved to the garden. +8 John went to the bathroom. +9 Is Daniel in the garden? yes 7 +10 Mary moved to the hallway. +11 Mary dropped the apple. +12 Is Mary in the hallway? yes 10 +13 John travelled to the bedroom. +14 Mary travelled to the garden. +15 Is Mary in the office? no 14 +1 Mary moved to the bedroom. +2 Sandra moved to the hallway. +3 Is Sandra in the hallway? yes 2 +4 John grabbed the milk there. +5 Daniel got the football there. +6 Is Sandra in the hallway? yes 2 +7 Mary moved to the bathroom. +8 Daniel grabbed the apple there. +9 Is Mary in the office? no 7 +10 Mary went to the hallway. +11 Daniel put down the apple. +12 Is Mary in the hallway? yes 10 +13 Mary travelled to the office. +14 Daniel travelled to the office. +15 Is Mary in the office? yes 13 +1 John went to the hallway. +2 Sandra journeyed to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 John travelled to the garden. +5 Mary moved to the garden. +6 Is John in the bedroom? no 4 +7 John travelled to the bathroom. +8 Daniel moved to the bedroom. +9 Is Daniel in the bedroom? yes 8 +10 Sandra moved to the kitchen. +11 Daniel journeyed to the hallway. +12 Is Sandra in the kitchen? yes 10 +13 John went back to the bedroom. +14 Sandra travelled to the bathroom. +15 Is Sandra in the bathroom? yes 14 +1 Mary moved to the bathroom. +2 Sandra took the football there. +3 Is Mary in the bathroom? yes 1 +4 John went back to the bedroom. +5 Daniel went back to the bedroom. +6 Is Daniel in the kitchen? no 5 +7 Sandra left the football. +8 Sandra went to the office. +9 Is Daniel in the kitchen? no 5 +10 Mary went back to the bedroom. +11 Sandra moved to the bedroom. +12 Is Daniel in the bedroom? yes 5 +13 John went to the garden. +14 Mary moved to the garden. +15 Is Sandra in the bedroom? yes 11 +1 Mary went to the office. +2 Mary went to the bedroom. +3 Is Mary in the office? no 2 +4 Mary moved to the office. +5 John went back to the kitchen. +6 Is Mary in the office? yes 4 +7 Mary went back to the hallway. +8 Daniel went back to the bedroom. +9 Is Mary in the kitchen? no 7 +10 Mary went back to the office. +11 Mary moved to the kitchen. +12 Is John in the kitchen? yes 5 +13 Daniel travelled to the office. +14 John went back to the bedroom. +15 Is Daniel in the hallway? no 13 +1 Sandra moved to the garden. +2 Sandra grabbed the apple there. +3 Is Sandra in the bedroom? no 1 +4 John travelled to the bedroom. +5 Mary picked up the football there. +6 Is John in the kitchen? no 4 +7 Sandra discarded the apple. +8 Sandra took the apple there. +9 Is John in the bedroom? yes 4 +10 Sandra dropped the apple. +11 Daniel moved to the office. +12 Is Daniel in the kitchen? no 11 +13 Daniel went back to the bathroom. +14 Mary went back to the garden. +15 Is Mary in the garden? yes 14 +1 Mary grabbed the milk there. +2 John went to the garden. +3 Is John in the garden? yes 2 +4 Sandra went back to the hallway. +5 Daniel journeyed to the bathroom. +6 Is John in the garden? yes 2 +7 John went back to the bathroom. +8 Daniel moved to the office. +9 Is Daniel in the kitchen? no 8 +10 Mary left the milk there. +11 Mary went back to the kitchen. +12 Is Daniel in the kitchen? no 8 +13 Daniel went to the bedroom. +14 Sandra went back to the bedroom. +15 Is Daniel in the hallway? no 13 +1 John went back to the bathroom. +2 Sandra picked up the football there. +3 Is John in the hallway? no 1 +4 Sandra went back to the kitchen. +5 Daniel grabbed the milk there. +6 Is John in the kitchen? no 1 +7 Daniel discarded the milk. +8 Sandra took the apple there. +9 Is Sandra in the kitchen? yes 4 +10 Sandra moved to the office. +11 John travelled to the hallway. +12 Is John in the hallway? yes 11 +13 Daniel picked up the milk there. +14 Daniel moved to the bathroom. +15 Is Sandra in the garden? no 10 +1 Daniel journeyed to the office. +2 John picked up the milk there. +3 Is Daniel in the bathroom? no 1 +4 John put down the milk. +5 Daniel took the apple there. +6 Is Daniel in the bathroom? no 1 +7 Sandra took the football there. +8 Sandra moved to the bathroom. +9 Is Sandra in the office? no 8 +10 Daniel moved to the bedroom. +11 Daniel left the apple. +12 Is Daniel in the kitchen? no 10 +13 Sandra moved to the hallway. +14 Daniel took the apple there. +15 Is Daniel in the bedroom? yes 10 +1 Daniel moved to the hallway. +2 Daniel journeyed to the garden. +3 Is Daniel in the kitchen? no 2 +4 Mary took the milk there. +5 John journeyed to the hallway. +6 Is Daniel in the bedroom? no 2 +7 Daniel moved to the kitchen. +8 Sandra went back to the garden. +9 Is Daniel in the kitchen? yes 7 +10 John travelled to the bedroom. +11 John journeyed to the hallway. +12 Is John in the hallway? yes 11 +13 Mary went back to the kitchen. +14 Mary moved to the garden. +15 Is Sandra in the garden? yes 8 +1 John went to the hallway. +2 Daniel journeyed to the hallway. +3 Is John in the bedroom? no 1 +4 Sandra got the milk there. +5 Sandra left the milk. +6 Is Daniel in the office? no 2 +7 Daniel took the milk there. +8 Daniel discarded the milk. +9 Is Daniel in the kitchen? no 2 +10 John got the milk there. +11 Daniel moved to the office. +12 Is Daniel in the bedroom? no 11 +13 Mary moved to the bedroom. +14 Mary travelled to the bathroom. +15 Is Mary in the bathroom? yes 14 +1 Daniel moved to the bedroom. +2 Sandra went back to the office. +3 Is Sandra in the office? yes 2 +4 John journeyed to the kitchen. +5 Daniel took the milk there. +6 Is John in the kitchen? yes 4 +7 Daniel dropped the milk. +8 John went to the bedroom. +9 Is John in the bedroom? yes 8 +10 John moved to the hallway. +11 Daniel went to the kitchen. +12 Is John in the bedroom? no 10 +13 Daniel went to the hallway. +14 Sandra went to the hallway. +15 Is Daniel in the hallway? yes 13 +1 John moved to the bathroom. +2 John took the football there. +3 Is John in the hallway? no 1 +4 John put down the football there. +5 Mary got the milk there. +6 Is John in the bathroom? yes 1 +7 Mary left the milk there. +8 John went back to the hallway. +9 Is John in the hallway? yes 8 +10 Mary took the milk there. +11 Sandra went back to the bathroom. +12 Is John in the garden? no 8 +13 Mary moved to the hallway. +14 John moved to the office. +15 Is Mary in the hallway? yes 13 +1 Sandra took the football there. +2 Daniel went to the garden. +3 Is Daniel in the garden? yes 2 +4 Daniel grabbed the apple there. +5 John moved to the bathroom. +6 Is Daniel in the office? no 2 +7 Sandra journeyed to the hallway. +8 John journeyed to the office. +9 Is Daniel in the hallway? no 2 +10 Sandra grabbed the milk there. +11 John went back to the garden. +12 Is John in the garden? yes 11 +13 Daniel moved to the hallway. +14 Daniel journeyed to the kitchen. +15 Is John in the bathroom? no 11 +1 Mary got the milk there. +2 Sandra grabbed the football there. +3 Mary dropped the milk. +4 Mary moved to the hallway. +5 Is Mary in the office? no 4 +6 Daniel travelled to the hallway. +7 Mary went to the garden. +8 Is Mary in the garden? yes 7 +9 Sandra dropped the football. +10 Sandra grabbed the football there. +11 Is Mary in the garden? yes 7 +12 Sandra left the football. +13 Sandra went to the bathroom. +14 Is Sandra in the bathroom? yes 13 +15 Mary went to the hallway. +16 John went to the bedroom. +17 Is John in the bedroom? yes 16 +1 Sandra travelled to the hallway. +2 Sandra journeyed to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Sandra got the football there. +5 John went to the hallway. +6 Is Sandra in the kitchen? no 2 +7 John picked up the apple there. +8 John discarded the apple there. +9 Is John in the garden? no 5 +10 Sandra discarded the football there. +11 John went to the bedroom. +12 Is John in the hallway? no 11 +13 Sandra journeyed to the bathroom. +14 John grabbed the football there. +15 Is Sandra in the bathroom? yes 13 +1 Daniel picked up the football there. +2 Daniel travelled to the hallway. +3 Is Daniel in the hallway? yes 2 +4 Daniel moved to the bedroom. +5 Sandra journeyed to the bathroom. +6 Is Sandra in the bathroom? yes 5 +7 Sandra picked up the milk there. +8 Mary went back to the bedroom. +9 Is Sandra in the garden? no 5 +10 Daniel went back to the bathroom. +11 John travelled to the garden. +12 Is John in the garden? yes 11 +13 Mary travelled to the garden. +14 Mary went back to the bathroom. +15 Is Mary in the bathroom? yes 14 +1 Sandra journeyed to the garden. +2 Mary went to the bathroom. +3 Is Sandra in the office? no 1 +4 Daniel went back to the office. +5 John went to the office. +6 Is Mary in the bathroom? yes 2 +7 John went back to the bathroom. +8 John moved to the hallway. +9 Is Mary in the bedroom? no 2 +10 Daniel travelled to the kitchen. +11 Daniel went back to the bathroom. +12 Is John in the hallway? yes 8 +13 Mary moved to the garden. +14 Mary travelled to the office. +15 Is Mary in the office? yes 14 +1 Mary got the apple there. +2 John moved to the garden. +3 Is John in the bathroom? no 2 +4 Daniel travelled to the hallway. +5 Daniel journeyed to the garden. +6 Is Daniel in the garden? yes 5 +7 Mary went back to the garden. +8 Mary dropped the apple. +9 Is Daniel in the garden? yes 5 +10 Daniel went to the bathroom. +11 Sandra grabbed the apple there. +12 Is Daniel in the bathroom? yes 10 +13 Mary moved to the hallway. +14 Sandra dropped the apple. +15 Is Daniel in the bathroom? yes 10 +1 Sandra got the milk there. +2 Mary went back to the office. +3 Is Mary in the garden? no 2 +4 John picked up the football there. +5 John discarded the football. +6 Is Mary in the office? yes 2 +7 Sandra went to the garden. +8 John travelled to the bathroom. +9 Is Mary in the bathroom? no 2 +10 Mary got the football there. +11 Sandra went back to the hallway. +12 Is Sandra in the hallway? yes 11 +13 John took the apple there. +14 Mary travelled to the bedroom. +15 Is Sandra in the hallway? yes 11 +1 Daniel moved to the hallway. +2 Daniel picked up the milk there. +3 Is Daniel in the kitchen? no 1 +4 John went back to the office. +5 Sandra travelled to the hallway. +6 Is John in the office? yes 4 +7 Mary went to the office. +8 John moved to the hallway. +9 Is John in the hallway? yes 8 +10 Sandra went back to the garden. +11 Sandra moved to the hallway. +12 Is Sandra in the kitchen? no 11 +13 Mary travelled to the hallway. +14 Sandra went to the garden. +15 Is Sandra in the garden? yes 14 +1 Sandra went to the office. +2 John took the football there. +3 Is Sandra in the bedroom? no 1 +4 John discarded the football. +5 Mary moved to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 John grabbed the football there. +8 Daniel moved to the garden. +9 Is Daniel in the garden? yes 8 +10 John left the football. +11 Sandra travelled to the garden. +12 Is Sandra in the garden? yes 11 +13 John took the football there. +14 Daniel picked up the milk there. +15 Is Sandra in the bathroom? no 11 +1 Mary went back to the bedroom. +2 Sandra picked up the milk there. +3 Is Mary in the bedroom? yes 1 +4 Sandra journeyed to the office. +5 Mary journeyed to the bathroom. +6 Is Mary in the garden? no 5 +7 Mary journeyed to the office. +8 Sandra went to the hallway. +9 Is Sandra in the office? no 8 +10 Daniel journeyed to the office. +11 Mary went to the hallway. +12 Is Mary in the hallway? yes 11 +13 Mary went to the kitchen. +14 John moved to the hallway. +15 Is Mary in the kitchen? yes 13 +1 Sandra moved to the bathroom. +2 Sandra got the milk there. +3 Is Sandra in the garden? no 1 +4 Daniel grabbed the apple there. +5 Daniel went back to the hallway. +6 Is Sandra in the bathroom? yes 1 +7 Sandra went back to the office. +8 Sandra left the milk. +9 Is Daniel in the garden? no 5 +10 Mary took the milk there. +11 Mary journeyed to the hallway. +12 Is Sandra in the office? yes 7 +13 Daniel left the apple. +14 Daniel moved to the kitchen. +15 Is Daniel in the kitchen? yes 14 +1 Daniel got the football there. +2 John travelled to the kitchen. +3 Is John in the bathroom? no 2 +4 Daniel discarded the football. +5 Mary grabbed the milk there. +6 Is John in the kitchen? yes 2 +7 Daniel grabbed the football there. +8 Daniel left the football. +9 Is John in the kitchen? yes 2 +10 Daniel picked up the football there. +11 John went to the bathroom. +12 Is John in the bathroom? yes 11 +13 Mary dropped the milk. +14 Daniel journeyed to the hallway. +15 Is John in the bathroom? yes 11 +1 John got the milk there. +2 Mary journeyed to the office. +3 Is Mary in the garden? no 2 +4 Sandra went back to the hallway. +5 Daniel moved to the kitchen. +6 Is Daniel in the office? no 5 +7 Sandra journeyed to the bathroom. +8 Mary took the apple there. +9 Is Mary in the bedroom? no 2 +10 John went back to the office. +11 John moved to the garden. +12 Is Sandra in the hallway? no 7 +13 John got the football there. +14 Daniel went to the bedroom. +15 Is Daniel in the bedroom? yes 14 +1 Sandra went back to the hallway. +2 Sandra travelled to the kitchen. +3 Is Sandra in the bedroom? no 2 +4 Mary went to the office. +5 John travelled to the bedroom. +6 Is Mary in the office? yes 4 +7 Sandra went to the office. +8 Sandra got the milk there. +9 Is Sandra in the office? yes 7 +10 Sandra got the football there. +11 Sandra moved to the hallway. +12 Is John in the office? no 5 +13 John got the apple there. +14 John discarded the apple. +15 Is Sandra in the garden? no 11 +1 John grabbed the football there. +2 Mary moved to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 Mary went to the kitchen. +5 John moved to the office. +6 Is Mary in the garden? no 4 +7 John dropped the football. +8 Sandra journeyed to the kitchen. +9 Is Mary in the kitchen? yes 4 +10 John travelled to the bathroom. +11 Mary went back to the bathroom. +12 Is John in the bedroom? no 10 +13 Daniel moved to the bedroom. +14 Sandra moved to the bedroom. +15 Is Daniel in the office? no 13 +1 Mary journeyed to the bathroom. +2 Sandra picked up the milk there. +3 Is Mary in the kitchen? no 1 +4 Mary moved to the office. +5 Daniel went back to the office. +6 Is Daniel in the bathroom? no 5 +7 Daniel journeyed to the kitchen. +8 Daniel went back to the office. +9 Is Daniel in the kitchen? no 8 +10 Mary travelled to the bathroom. +11 Mary journeyed to the bedroom. +12 Is Mary in the bedroom? yes 11 +13 John went to the kitchen. +14 Mary grabbed the apple there. +15 Is Mary in the bedroom? yes 11 +1 Mary went back to the garden. +2 Daniel journeyed to the kitchen. +3 Is Mary in the hallway? no 1 +4 Mary journeyed to the bathroom. +5 Mary travelled to the hallway. +6 Is Mary in the hallway? yes 5 +7 Daniel moved to the office. +8 John journeyed to the hallway. +9 Is Mary in the bedroom? no 5 +10 Mary went to the kitchen. +11 Mary went back to the bedroom. +12 Is Mary in the bedroom? yes 11 +13 Mary travelled to the kitchen. +14 Mary went back to the bedroom. +15 Is John in the hallway? yes 8 +1 Mary went back to the office. +2 Sandra journeyed to the kitchen. +3 Is Mary in the office? yes 1 +4 Sandra took the apple there. +5 Mary grabbed the football there. +6 Is Mary in the office? yes 1 +7 Daniel travelled to the hallway. +8 Mary left the football. +9 Is Daniel in the hallway? yes 7 +10 Sandra journeyed to the bathroom. +11 Sandra moved to the office. +12 Is Daniel in the hallway? yes 7 +13 Mary picked up the football there. +14 John travelled to the hallway. +15 Is Sandra in the office? yes 11 +1 Mary moved to the hallway. +2 Sandra got the milk there. +3 Is Mary in the hallway? yes 1 +4 Daniel went to the bathroom. +5 Daniel went to the office. +6 Is Mary in the bathroom? no 1 +7 Daniel travelled to the bathroom. +8 Daniel travelled to the garden. +9 Is Daniel in the garden? yes 8 +10 Sandra travelled to the garden. +11 Mary moved to the bathroom. +12 Is Daniel in the garden? yes 8 +13 Mary journeyed to the hallway. +14 Sandra dropped the milk. +15 Is Sandra in the garden? yes 10 +1 Daniel moved to the bedroom. +2 John moved to the bathroom. +3 Is John in the kitchen? no 2 +4 Mary journeyed to the office. +5 Mary travelled to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 John picked up the apple there. +8 John journeyed to the kitchen. +9 Is Mary in the bathroom? yes 5 +10 John picked up the milk there. +11 John went back to the bathroom. +12 Is John in the bathroom? yes 11 +13 Sandra travelled to the office. +14 Mary moved to the hallway. +15 Is Mary in the garden? no 14 +1 Sandra picked up the football there. +2 Daniel went back to the office. +3 Is Daniel in the bedroom? no 2 +4 Sandra left the football. +5 Sandra got the football there. +6 Is Daniel in the kitchen? no 2 +7 Daniel went to the bedroom. +8 Sandra dropped the football. +9 Is Daniel in the bedroom? yes 7 +10 Mary grabbed the milk there. +11 Mary left the milk there. +12 Is Daniel in the bedroom? yes 7 +13 Daniel moved to the kitchen. +14 Daniel went back to the hallway. +15 Is Daniel in the bathroom? no 14 +1 John went back to the garden. +2 Daniel journeyed to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 John took the apple there. +5 Mary journeyed to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 Sandra journeyed to the kitchen. +8 John moved to the kitchen. +9 Is Mary in the garden? no 5 +10 Mary picked up the milk there. +11 Mary travelled to the hallway. +12 Is Mary in the hallway? yes 11 +13 John moved to the office. +14 John dropped the apple. +15 Is Mary in the hallway? yes 11 +1 John went to the hallway. +2 John went to the kitchen. +3 Is John in the kitchen? yes 2 +4 John went back to the office. +5 Daniel grabbed the milk there. +6 Is John in the office? yes 4 +7 Mary went to the bathroom. +8 Daniel picked up the apple there. +9 Is John in the kitchen? no 4 +10 Sandra journeyed to the office. +11 John journeyed to the hallway. +12 Is John in the hallway? yes 11 +13 Mary grabbed the football there. +14 Daniel left the apple. +15 Is John in the hallway? yes 11 +1 Sandra went back to the office. +2 Daniel journeyed to the garden. +3 Is Sandra in the hallway? no 1 +4 Mary moved to the hallway. +5 Mary travelled to the garden. +6 Is Sandra in the office? yes 1 +7 Sandra took the milk there. +8 Daniel went back to the bedroom. +9 Is Daniel in the office? no 8 +10 Sandra went back to the kitchen. +11 Mary went back to the kitchen. +12 Is Daniel in the bedroom? yes 8 +13 Sandra took the football there. +14 John journeyed to the office. +15 Is Mary in the office? no 11 +1 Mary travelled to the kitchen. +2 Mary journeyed to the bedroom. +3 Is Mary in the kitchen? no 2 +4 Mary picked up the football there. +5 Mary discarded the football. +6 Is Mary in the bedroom? yes 2 +7 Sandra went to the hallway. +8 Daniel travelled to the bedroom. +9 Is Daniel in the office? no 8 +10 Daniel grabbed the football there. +11 Mary journeyed to the garden. +12 Is Mary in the bathroom? no 11 +13 Mary took the apple there. +14 Daniel put down the football. +15 Is Daniel in the bedroom? yes 8 +1 John went back to the garden. +2 Daniel moved to the office. +3 Is Daniel in the office? yes 2 +4 John got the football there. +5 Mary picked up the apple there. +6 Is Daniel in the office? yes 2 +7 John travelled to the kitchen. +8 Daniel went to the garden. +9 Is Daniel in the garden? yes 8 +10 John picked up the milk there. +11 John discarded the milk. +12 Is John in the kitchen? yes 7 +13 John took the milk there. +14 Daniel journeyed to the kitchen. +15 Is Daniel in the kitchen? yes 14 +1 Sandra picked up the milk there. +2 Daniel went to the garden. +3 Is Daniel in the hallway? no 2 +4 John travelled to the kitchen. +5 Sandra put down the milk there. +6 Is Daniel in the bedroom? no 2 +7 Sandra went back to the bathroom. +8 Mary travelled to the bedroom. +9 Is Daniel in the garden? yes 2 +10 John grabbed the milk there. +11 John left the milk. +12 Is Mary in the bathroom? no 8 +13 Mary travelled to the garden. +14 John grabbed the milk there. +15 Is Mary in the garden? yes 13 +1 Sandra went back to the bedroom. +2 Mary journeyed to the office. +3 Is Sandra in the bedroom? yes 1 +4 John went back to the garden. +5 John went back to the bedroom. +6 Is Sandra in the bedroom? yes 1 +7 Daniel grabbed the apple there. +8 John went to the office. +9 Is John in the bathroom? no 8 +10 Daniel put down the apple. +11 John moved to the bathroom. +12 Is John in the hallway? no 11 +13 Daniel travelled to the bedroom. +14 Mary moved to the bathroom. +15 Is John in the bathroom? yes 11 +1 Daniel went to the hallway. +2 Sandra went back to the kitchen. +3 Is Daniel in the hallway? yes 1 +4 Mary moved to the office. +5 Mary travelled to the bedroom. +6 Is Sandra in the kitchen? yes 2 +7 Daniel moved to the bedroom. +8 John got the apple there. +9 Is Daniel in the office? no 7 +10 Daniel moved to the office. +11 Mary travelled to the garden. +12 Is Mary in the bathroom? no 11 +13 Daniel went back to the garden. +14 John journeyed to the garden. +15 Is Daniel in the garden? yes 13 +1 Sandra journeyed to the kitchen. +2 Sandra moved to the hallway. +3 Is Sandra in the bathroom? no 2 +4 John got the milk there. +5 Daniel journeyed to the bedroom. +6 Is Daniel in the bedroom? yes 5 +7 Mary moved to the kitchen. +8 Sandra journeyed to the bathroom. +9 Is Daniel in the bedroom? yes 5 +10 Sandra went to the garden. +11 Daniel picked up the apple there. +12 Is Sandra in the garden? yes 10 +13 Sandra went to the kitchen. +14 Daniel dropped the apple. +15 Is Sandra in the kitchen? yes 13 +1 Mary travelled to the office. +2 John went to the hallway. +3 Is Mary in the bathroom? no 1 +4 John journeyed to the kitchen. +5 Sandra grabbed the football there. +6 Is John in the office? no 4 +7 Mary travelled to the garden. +8 Mary got the milk there. +9 Is Mary in the bedroom? no 7 +10 Daniel journeyed to the bathroom. +11 Sandra journeyed to the garden. +12 Is Daniel in the bedroom? no 10 +13 Mary discarded the milk. +14 Sandra left the football. +15 Is Daniel in the garden? no 10 +1 Mary got the football there. +2 Daniel went to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Daniel picked up the apple there. +5 Daniel dropped the apple. +6 Is Daniel in the kitchen? yes 2 +7 Mary left the football. +8 Sandra journeyed to the office. +9 Is Sandra in the office? yes 8 +10 Daniel took the apple there. +11 John took the football there. +12 Is Sandra in the office? yes 8 +13 John travelled to the office. +14 Daniel moved to the garden. +15 Is Sandra in the garden? no 8 +1 Mary moved to the garden. +2 Sandra went back to the garden. +3 Is Mary in the kitchen? no 1 +4 Mary travelled to the kitchen. +5 Mary went back to the bedroom. +6 Is Mary in the bedroom? yes 5 +7 Daniel moved to the hallway. +8 Mary got the apple there. +9 Is Mary in the bedroom? yes 5 +10 Mary left the apple. +11 Daniel travelled to the garden. +12 Is Daniel in the garden? yes 11 +13 Daniel took the milk there. +14 Daniel left the milk. +15 Is Daniel in the hallway? no 11 +1 John travelled to the bedroom. +2 Daniel went back to the kitchen. +3 Is Daniel in the garden? no 2 +4 Mary travelled to the garden. +5 Sandra travelled to the office. +6 Is Mary in the garden? yes 4 +7 John went to the office. +8 Daniel went back to the office. +9 Is John in the garden? no 7 +10 John journeyed to the garden. +11 Mary went back to the bedroom. +12 Is Mary in the garden? no 11 +13 Sandra travelled to the bedroom. +14 John went to the hallway. +15 Is Daniel in the hallway? no 8 +1 Sandra moved to the hallway. +2 Mary travelled to the garden. +3 Is Sandra in the bathroom? no 1 +4 John journeyed to the bedroom. +5 Sandra moved to the bedroom. +6 Is Sandra in the garden? no 5 +7 Sandra went to the bathroom. +8 Sandra grabbed the apple there. +9 Is Sandra in the garden? no 7 +10 Sandra moved to the kitchen. +11 Mary got the milk there. +12 Is Sandra in the kitchen? yes 10 +13 Sandra went to the hallway. +14 Sandra put down the apple. +15 Is Sandra in the hallway? yes 13 +1 Daniel took the football there. +2 Sandra went to the bathroom. +3 Is Sandra in the hallway? no 2 +4 Daniel discarded the football there. +5 John journeyed to the hallway. +6 Is John in the hallway? yes 5 +7 Daniel got the football there. +8 Sandra moved to the kitchen. +9 Is Sandra in the kitchen? yes 8 +10 Daniel left the football there. +11 Mary moved to the hallway. +12 Is Mary in the office? no 11 +13 Sandra went to the bedroom. +14 Sandra moved to the office. +15 Is Sandra in the office? yes 14 +1 Sandra went back to the garden. +2 Mary moved to the garden. +3 Is Mary in the garden? yes 2 +4 John went back to the bedroom. +5 Mary went to the hallway. +6 Is Sandra in the garden? yes 1 +7 Sandra moved to the hallway. +8 Mary journeyed to the garden. +9 Is Mary in the kitchen? no 8 +10 Mary travelled to the hallway. +11 John journeyed to the garden. +12 Is Mary in the hallway? yes 10 +13 Sandra journeyed to the garden. +14 Daniel journeyed to the office. +15 Is Daniel in the office? yes 14 +1 Mary went to the hallway. +2 Sandra went to the kitchen. +3 Is Sandra in the office? no 2 +4 Sandra journeyed to the bathroom. +5 John went to the garden. +6 Is Sandra in the garden? no 4 +7 Mary grabbed the football there. +8 Sandra went to the office. +9 Is Sandra in the office? yes 8 +10 Sandra went back to the hallway. +11 John journeyed to the hallway. +12 Is John in the bedroom? no 11 +13 Mary left the football. +14 Mary journeyed to the bedroom. +15 Is Mary in the bedroom? yes 14 +1 Daniel travelled to the bathroom. +2 Daniel picked up the milk there. +3 Is Daniel in the kitchen? no 1 +4 Daniel discarded the milk. +5 Mary went back to the hallway. +6 Is Daniel in the kitchen? no 1 +7 Daniel got the milk there. +8 Sandra got the football there. +9 Is Mary in the hallway? yes 5 +10 Daniel put down the milk. +11 Daniel went back to the garden. +12 Is Daniel in the bathroom? no 11 +13 John moved to the hallway. +14 Sandra moved to the bedroom. +15 Is Daniel in the office? no 11 +1 Mary picked up the football there. +2 Daniel took the apple there. +3 Mary moved to the garden. +4 John went to the bathroom. +5 Is Mary in the bedroom? no 3 +6 Mary went back to the bathroom. +7 Daniel journeyed to the office. +8 Is Daniel in the kitchen? no 7 +9 Daniel went to the kitchen. +10 John journeyed to the kitchen. +11 Is John in the kitchen? yes 10 +12 Sandra moved to the bedroom. +13 John moved to the bedroom. +14 Is Daniel in the kitchen? yes 9 +15 Mary put down the football. +16 John went back to the garden. +17 Is Sandra in the bedroom? yes 12 +1 Daniel went back to the office. +2 John travelled to the hallway. +3 Is John in the hallway? yes 2 +4 John went to the garden. +5 John grabbed the football there. +6 Is John in the bedroom? no 4 +7 John left the football. +8 John took the football there. +9 Is John in the hallway? no 4 +10 Daniel went to the bedroom. +11 Mary went to the kitchen. +12 Is Daniel in the bedroom? yes 10 +13 John grabbed the milk there. +14 Daniel travelled to the office. +15 Is Mary in the bathroom? no 11 +1 John moved to the garden. +2 John went back to the kitchen. +3 Is John in the garden? no 2 +4 Mary went back to the kitchen. +5 John went to the bathroom. +6 Is John in the bathroom? yes 5 +7 John picked up the football there. +8 Sandra journeyed to the bedroom. +9 Is John in the bathroom? yes 5 +10 Daniel went back to the hallway. +11 Mary went back to the bedroom. +12 Is Daniel in the office? no 10 +13 Daniel went back to the office. +14 Daniel got the apple there. +15 Is Daniel in the office? yes 13 +1 John journeyed to the kitchen. +2 John moved to the garden. +3 Is John in the bedroom? no 2 +4 Mary journeyed to the kitchen. +5 Mary went back to the garden. +6 Is Mary in the garden? yes 5 +7 Sandra travelled to the garden. +8 Daniel picked up the apple there. +9 Is Mary in the garden? yes 5 +10 Daniel got the football there. +11 Daniel travelled to the hallway. +12 Is Sandra in the garden? yes 7 +13 Daniel left the football. +14 Mary travelled to the office. +15 Is Daniel in the hallway? yes 11 +1 John went to the garden. +2 Mary moved to the bedroom. +3 Is John in the bathroom? no 1 +4 Mary took the football there. +5 Mary left the football. +6 Is Mary in the bedroom? yes 2 +7 Mary travelled to the hallway. +8 John journeyed to the bathroom. +9 Is Mary in the hallway? yes 7 +10 Sandra moved to the bedroom. +11 Daniel moved to the garden. +12 Is John in the bathroom? yes 8 +13 Sandra grabbed the apple there. +14 Daniel journeyed to the bathroom. +15 Is Daniel in the bathroom? yes 14 +1 Daniel picked up the football there. +2 Daniel moved to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Daniel travelled to the bathroom. +5 Mary went to the bedroom. +6 Is Mary in the bathroom? no 5 +7 Daniel put down the football. +8 Mary went back to the garden. +9 Is Mary in the bathroom? no 8 +10 Sandra moved to the kitchen. +11 Mary moved to the hallway. +12 Is Mary in the hallway? yes 11 +13 Sandra took the apple there. +14 Sandra put down the apple. +15 Is Mary in the hallway? yes 11 +1 Sandra moved to the garden. +2 Daniel went back to the office. +3 Is Daniel in the office? yes 2 +4 Daniel picked up the apple there. +5 Sandra took the milk there. +6 Is Daniel in the office? yes 2 +7 Daniel travelled to the hallway. +8 John went to the garden. +9 Is Daniel in the bathroom? no 7 +10 John went back to the bathroom. +11 Mary went back to the kitchen. +12 Is Mary in the garden? no 11 +13 Sandra discarded the milk. +14 Daniel took the football there. +15 Is Mary in the kitchen? yes 11 +1 John picked up the football there. +2 John dropped the football. +3 Mary travelled to the bathroom. +4 Daniel travelled to the office. +5 Is Mary in the bathroom? yes 3 +6 John moved to the hallway. +7 Sandra moved to the bedroom. +8 Is Mary in the bathroom? yes 3 +9 Mary moved to the hallway. +10 Daniel moved to the kitchen. +11 Is Daniel in the office? no 10 +12 Daniel got the milk there. +13 John went to the office. +14 Is Sandra in the garden? no 7 +15 John went to the kitchen. +16 Sandra went to the kitchen. +17 Is Daniel in the office? no 10 +1 John grabbed the football there. +2 John travelled to the garden. +3 Is John in the garden? yes 2 +4 Sandra took the milk there. +5 Sandra dropped the milk. +6 Is John in the bedroom? no 2 +7 Mary picked up the milk there. +8 Sandra travelled to the bathroom. +9 Is John in the garden? yes 2 +10 Sandra went back to the office. +11 John dropped the football there. +12 Is Sandra in the office? yes 10 +13 Sandra grabbed the apple there. +14 Mary moved to the bathroom. +15 Is Sandra in the bedroom? no 10 +1 Daniel went back to the hallway. +2 Sandra went to the hallway. +3 Is Sandra in the office? no 2 +4 Mary moved to the hallway. +5 Sandra went to the kitchen. +6 Is Sandra in the office? no 5 +7 Daniel travelled to the office. +8 Sandra moved to the bedroom. +9 Is Sandra in the bedroom? yes 8 +10 Daniel went back to the hallway. +11 Daniel journeyed to the garden. +12 Is Daniel in the garden? yes 11 +13 Daniel moved to the bedroom. +14 Daniel went to the office. +15 Is Daniel in the bedroom? no 14 +1 John went back to the hallway. +2 Daniel took the milk there. +3 Is John in the hallway? yes 1 +4 Daniel discarded the milk there. +5 John travelled to the kitchen. +6 Is John in the hallway? no 5 +7 John journeyed to the bedroom. +8 John journeyed to the kitchen. +9 Is John in the bathroom? no 8 +10 Mary took the football there. +11 Mary discarded the football. +12 Is John in the garden? no 8 +13 Daniel journeyed to the office. +14 John travelled to the office. +15 Is Daniel in the office? yes 13 +1 Daniel went to the garden. +2 John went to the bathroom. +3 Is John in the office? no 2 +4 Sandra travelled to the bathroom. +5 Daniel journeyed to the kitchen. +6 Is John in the bathroom? yes 2 +7 Mary went back to the hallway. +8 John moved to the kitchen. +9 Is John in the kitchen? yes 8 +10 Daniel travelled to the office. +11 Mary went back to the bathroom. +12 Is Daniel in the office? yes 10 +13 John went back to the hallway. +14 John got the football there. +15 Is Daniel in the bedroom? no 10 +1 Daniel picked up the milk there. +2 Mary journeyed to the garden. +3 Is Mary in the kitchen? no 2 +4 Sandra moved to the bedroom. +5 Daniel left the milk. +6 Is Mary in the kitchen? no 2 +7 Daniel took the milk there. +8 Sandra moved to the kitchen. +9 Is Sandra in the kitchen? yes 8 +10 John travelled to the kitchen. +11 John journeyed to the bedroom. +12 Is Sandra in the garden? no 8 +13 Daniel dropped the milk. +14 Mary travelled to the kitchen. +15 Is John in the bedroom? yes 11 +1 Sandra went to the office. +2 Daniel travelled to the office. +3 Is Sandra in the garden? no 1 +4 Mary moved to the office. +5 Mary journeyed to the hallway. +6 Is Sandra in the office? yes 1 +7 Daniel went back to the garden. +8 Daniel went back to the office. +9 Is Daniel in the office? yes 8 +10 Sandra went back to the hallway. +11 John travelled to the bathroom. +12 Is Mary in the kitchen? no 5 +13 John got the apple there. +14 John grabbed the football there. +15 Is John in the bathroom? yes 11 +1 John picked up the apple there. +2 John discarded the apple. +3 Mary went to the office. +4 John picked up the apple there. +5 Is Mary in the bedroom? no 3 +6 Mary travelled to the bedroom. +7 John took the milk there. +8 Is Mary in the office? no 6 +9 Mary grabbed the football there. +10 John dropped the milk. +11 Is Mary in the bedroom? yes 6 +12 Mary discarded the football. +13 John took the milk there. +14 Daniel travelled to the garden. +15 Mary moved to the bathroom. +16 Is Mary in the bathroom? yes 15 +17 John dropped the apple. +18 Daniel moved to the bedroom. +19 Is Mary in the kitchen? no 15 +1 John moved to the bathroom. +2 Sandra took the apple there. +3 Is John in the bathroom? yes 1 +4 Daniel journeyed to the kitchen. +5 Sandra journeyed to the bedroom. +6 Is Sandra in the kitchen? no 5 +7 Sandra travelled to the office. +8 Sandra discarded the apple. +9 Is Sandra in the office? yes 7 +10 Sandra went back to the bedroom. +11 Daniel grabbed the football there. +12 Is Sandra in the garden? no 10 +13 John moved to the bedroom. +14 Mary travelled to the office. +15 Is Mary in the office? yes 14 +1 Sandra moved to the bedroom. +2 Sandra went to the garden. +3 Is Sandra in the garden? yes 2 +4 Sandra went to the bedroom. +5 Sandra took the apple there. +6 Is Sandra in the hallway? no 4 +7 Sandra dropped the apple. +8 John journeyed to the bedroom. +9 Is Sandra in the bedroom? yes 4 +10 Daniel took the football there. +11 Daniel moved to the bathroom. +12 Is Daniel in the bedroom? no 11 +13 John picked up the apple there. +14 Daniel dropped the football. +15 Is John in the bathroom? no 8 +1 Sandra travelled to the bedroom. +2 Mary got the milk there. +3 Is Sandra in the bedroom? yes 1 +4 John went back to the hallway. +5 Mary went to the garden. +6 Is John in the office? no 4 +7 Mary went back to the hallway. +8 Mary travelled to the bathroom. +9 Is Mary in the bathroom? yes 8 +10 Mary moved to the garden. +11 Sandra went to the garden. +12 Is Mary in the garden? yes 10 +13 John journeyed to the bathroom. +14 Daniel moved to the bedroom. +15 Is John in the bedroom? no 13 +1 John picked up the milk there. +2 Mary travelled to the bathroom. +3 Is Mary in the bedroom? no 2 +4 Mary travelled to the kitchen. +5 John discarded the milk. +6 Is Mary in the kitchen? yes 4 +7 Sandra grabbed the apple there. +8 Daniel journeyed to the hallway. +9 Is Daniel in the garden? no 8 +10 John picked up the milk there. +11 Sandra moved to the kitchen. +12 Is Sandra in the garden? no 11 +13 Sandra dropped the apple there. +14 John travelled to the office. +15 Is Daniel in the kitchen? no 8 +1 Mary grabbed the milk there. +2 Mary got the football there. +3 John moved to the hallway. +4 Sandra moved to the garden. +5 Is John in the kitchen? no 3 +6 John moved to the garden. +7 Mary journeyed to the kitchen. +8 Is Mary in the garden? no 7 +9 Mary dropped the milk. +10 Mary discarded the football there. +11 Is Mary in the bedroom? no 7 +12 Mary went back to the bathroom. +13 Sandra journeyed to the kitchen. +14 Is Mary in the hallway? no 12 +15 Mary journeyed to the kitchen. +16 Daniel moved to the kitchen. +17 Is Daniel in the kitchen? yes 16 +1 Mary got the milk there. +2 Daniel went to the kitchen. +3 Is Daniel in the bathroom? no 2 +4 John picked up the apple there. +5 Mary moved to the office. +6 Is Mary in the garden? no 5 +7 Daniel picked up the football there. +8 Daniel went back to the garden. +9 Is Daniel in the garden? yes 8 +10 Daniel went back to the bathroom. +11 Mary discarded the milk there. +12 Is Daniel in the bedroom? no 10 +13 Sandra went back to the bedroom. +14 Daniel journeyed to the office. +15 Is Daniel in the office? yes 14 +1 Sandra travelled to the bedroom. +2 Daniel went to the office. +3 Is Sandra in the bathroom? no 1 +4 Mary went back to the bathroom. +5 Daniel moved to the hallway. +6 Is Mary in the office? no 4 +7 Mary went to the bedroom. +8 Daniel went to the bathroom. +9 Is Mary in the bedroom? yes 7 +10 Daniel journeyed to the kitchen. +11 Daniel moved to the hallway. +12 Is Daniel in the hallway? yes 11 +13 Mary went to the kitchen. +14 Daniel went to the office. +15 Is Daniel in the office? yes 14 +1 Sandra took the football there. +2 John grabbed the milk there. +3 Sandra dropped the football. +4 John journeyed to the hallway. +5 Is John in the bathroom? no 4 +6 John grabbed the football there. +7 Mary travelled to the garden. +8 Is John in the hallway? yes 4 +9 John travelled to the office. +10 Mary travelled to the hallway. +11 Is John in the hallway? no 9 +12 John left the football. +13 John grabbed the football there. +14 Is Mary in the bathroom? no 10 +15 Sandra went to the bedroom. +16 John went to the hallway. +17 Is Sandra in the bedroom? yes 15 +1 John moved to the bedroom. +2 Sandra journeyed to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Mary journeyed to the hallway. +5 John journeyed to the hallway. +6 Is Sandra in the kitchen? yes 2 +7 Daniel got the football there. +8 Mary went back to the office. +9 Is Sandra in the kitchen? yes 2 +10 John journeyed to the garden. +11 Sandra went back to the bedroom. +12 Is Sandra in the bedroom? yes 11 +13 Sandra journeyed to the bathroom. +14 Sandra went back to the garden. +15 Is Sandra in the garden? yes 14 +1 Daniel journeyed to the office. +2 Mary travelled to the kitchen. +3 Is Mary in the kitchen? yes 2 +4 Daniel went back to the garden. +5 Mary picked up the milk there. +6 Is Daniel in the office? no 4 +7 Daniel got the football there. +8 Mary left the milk. +9 Is Daniel in the bathroom? no 4 +10 Daniel travelled to the hallway. +11 Daniel travelled to the bedroom. +12 Is Daniel in the bedroom? yes 11 +13 Mary travelled to the hallway. +14 Sandra travelled to the bedroom. +15 Is Sandra in the bedroom? yes 14 +1 Daniel moved to the hallway. +2 Mary journeyed to the garden. +3 Is Mary in the garden? yes 2 +4 Daniel travelled to the bedroom. +5 John moved to the kitchen. +6 Is Daniel in the bedroom? yes 4 +7 Sandra went to the bathroom. +8 Sandra went to the garden. +9 Is Mary in the kitchen? no 2 +10 John went to the office. +11 Mary went back to the hallway. +12 Is Sandra in the kitchen? no 8 +13 Sandra travelled to the office. +14 Mary travelled to the garden. +15 Is Sandra in the office? yes 13 +1 Daniel went back to the bedroom. +2 Daniel went to the hallway. +3 Is Daniel in the kitchen? no 2 +4 John went to the garden. +5 Sandra travelled to the office. +6 Is John in the garden? yes 4 +7 Daniel grabbed the apple there. +8 John travelled to the hallway. +9 Is John in the kitchen? no 8 +10 Daniel travelled to the kitchen. +11 John moved to the office. +12 Is Sandra in the hallway? no 5 +13 John went back to the garden. +14 Daniel went to the garden. +15 Is John in the bedroom? no 13 +1 John went to the bedroom. +2 Sandra moved to the bedroom. +3 Is John in the office? no 1 +4 Mary went back to the garden. +5 Mary picked up the apple there. +6 Is Sandra in the hallway? no 2 +7 Sandra went back to the garden. +8 John went back to the bathroom. +9 Is Sandra in the hallway? no 7 +10 Daniel went to the office. +11 Mary discarded the apple. +12 Is John in the garden? no 8 +13 Sandra moved to the kitchen. +14 Mary took the apple there. +15 Is Sandra in the kitchen? yes 13 +1 John went to the garden. +2 Mary travelled to the kitchen. +3 Is John in the garden? yes 1 +4 Daniel went to the hallway. +5 Daniel grabbed the milk there. +6 Is Daniel in the kitchen? no 4 +7 Daniel discarded the milk. +8 Daniel picked up the milk there. +9 Is Mary in the kitchen? yes 2 +10 Daniel dropped the milk. +11 John moved to the office. +12 Is John in the office? yes 11 +13 Daniel grabbed the football there. +14 Mary took the apple there. +15 Is John in the hallway? no 11 +1 John journeyed to the bedroom. +2 Daniel went to the garden. +3 Is Daniel in the office? no 2 +4 John picked up the milk there. +5 John went to the kitchen. +6 Is Daniel in the garden? yes 2 +7 John left the milk. +8 John went back to the bathroom. +9 Is Daniel in the kitchen? no 2 +10 Sandra went to the office. +11 Sandra went back to the hallway. +12 Is Sandra in the garden? no 11 +13 John went to the hallway. +14 John went back to the office. +15 Is Sandra in the hallway? yes 11 +1 Daniel moved to the garden. +2 John took the milk there. +3 Is Daniel in the office? no 1 +4 John went to the bedroom. +5 John travelled to the kitchen. +6 Is John in the bedroom? no 5 +7 John took the apple there. +8 John left the milk there. +9 Is John in the kitchen? yes 5 +10 John picked up the milk there. +11 John dropped the milk. +12 Is John in the hallway? no 5 +13 John went back to the hallway. +14 Sandra grabbed the football there. +15 Is John in the office? no 13 +1 John journeyed to the bedroom. +2 Mary went back to the garden. +3 Is Mary in the garden? yes 2 +4 Mary grabbed the apple there. +5 Sandra went back to the hallway. +6 Is Sandra in the bathroom? no 5 +7 Mary discarded the apple. +8 Mary moved to the kitchen. +9 Is Mary in the kitchen? yes 8 +10 Mary got the football there. +11 Sandra journeyed to the bedroom. +12 Is Mary in the office? no 8 +13 Sandra travelled to the garden. +14 Mary travelled to the garden. +15 Is Sandra in the kitchen? no 13 +1 Daniel went to the bathroom. +2 John went back to the bathroom. +3 Is Daniel in the bedroom? no 1 +4 John took the milk there. +5 Sandra picked up the apple there. +6 Is Daniel in the bathroom? yes 1 +7 John dropped the milk. +8 Sandra went to the kitchen. +9 Is Sandra in the bathroom? no 8 +10 Sandra discarded the apple. +11 Sandra moved to the office. +12 Is Sandra in the office? yes 11 +13 Daniel went back to the hallway. +14 Sandra went to the hallway. +15 Is Sandra in the office? no 14 +1 Mary grabbed the apple there. +2 John went back to the bathroom. +3 Is John in the bathroom? yes 2 +4 Daniel journeyed to the garden. +5 John went to the kitchen. +6 Is Daniel in the bathroom? no 4 +7 Sandra moved to the kitchen. +8 Mary dropped the apple. +9 Is Sandra in the kitchen? yes 7 +10 Mary journeyed to the bedroom. +11 John went back to the bedroom. +12 Is Sandra in the kitchen? yes 7 +13 Daniel went to the bathroom. +14 John journeyed to the hallway. +15 Is Mary in the garden? no 10 +1 Daniel travelled to the bedroom. +2 Sandra journeyed to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 John went to the bedroom. +5 Daniel travelled to the hallway. +6 Is Daniel in the hallway? yes 5 +7 Sandra travelled to the hallway. +8 Daniel travelled to the kitchen. +9 Is John in the bedroom? yes 4 +10 Mary journeyed to the kitchen. +11 John picked up the apple there. +12 Is Sandra in the bathroom? no 7 +13 John picked up the football there. +14 Daniel travelled to the garden. +15 Is Mary in the office? no 10 +1 Mary went back to the office. +2 Mary journeyed to the kitchen. +3 Is Mary in the hallway? no 2 +4 John went back to the hallway. +5 Sandra moved to the bathroom. +6 Is Mary in the bathroom? no 2 +7 John grabbed the apple there. +8 John journeyed to the office. +9 Is John in the bedroom? no 8 +10 John put down the apple. +11 John picked up the apple there. +12 Is John in the garden? no 8 +13 Sandra journeyed to the garden. +14 John dropped the apple there. +15 Is John in the office? yes 8 +1 Mary grabbed the apple there. +2 Daniel went to the garden. +3 Is Daniel in the garden? yes 2 +4 Daniel got the milk there. +5 Daniel moved to the hallway. +6 Is Daniel in the hallway? yes 5 +7 Sandra grabbed the football there. +8 Mary discarded the apple. +9 Is Daniel in the bedroom? no 5 +10 Sandra put down the football. +11 Mary picked up the apple there. +12 Is Daniel in the hallway? yes 5 +13 Sandra went to the office. +14 John went back to the bedroom. +15 Is Sandra in the garden? no 13 +1 Sandra travelled to the garden. +2 Mary moved to the bathroom. +3 Is Sandra in the bathroom? no 1 +4 John moved to the garden. +5 Mary moved to the office. +6 Is Mary in the bedroom? no 5 +7 Mary picked up the apple there. +8 Mary journeyed to the hallway. +9 Is Mary in the hallway? yes 8 +10 Mary went back to the kitchen. +11 Sandra went to the office. +12 Is Mary in the kitchen? yes 10 +13 Mary put down the apple there. +14 Mary moved to the bathroom. +15 Is Mary in the garden? no 14 +1 John went to the hallway. +2 Sandra journeyed to the office. +3 Is Sandra in the bathroom? no 2 +4 Sandra moved to the kitchen. +5 Mary journeyed to the bathroom. +6 Is Sandra in the office? no 4 +7 Sandra went back to the bathroom. +8 John journeyed to the office. +9 Is Mary in the bathroom? yes 5 +10 John went to the bathroom. +11 Sandra moved to the office. +12 Is John in the bathroom? yes 10 +13 Mary went back to the hallway. +14 Sandra went back to the kitchen. +15 Is Sandra in the kitchen? yes 14 +1 Daniel picked up the milk there. +2 John took the football there. +3 Mary moved to the garden. +4 John discarded the football there. +5 Is Mary in the garden? yes 3 +6 John grabbed the football there. +7 Sandra went to the office. +8 Is Sandra in the office? yes 7 +9 John went to the kitchen. +10 Daniel put down the milk there. +11 Is John in the kitchen? yes 9 +12 Daniel picked up the milk there. +13 Mary moved to the kitchen. +14 Is Mary in the kitchen? yes 13 +15 John left the football. +16 John took the football there. +17 Is Mary in the garden? no 13 +1 Mary got the football there. +2 Mary dropped the football. +3 John got the apple there. +4 Sandra moved to the bedroom. +5 Is Sandra in the bedroom? yes 4 +6 Sandra journeyed to the hallway. +7 Mary picked up the football there. +8 Is Sandra in the bathroom? no 6 +9 Daniel travelled to the bedroom. +10 Mary discarded the football. +11 Is Sandra in the hallway? yes 6 +12 John discarded the apple. +13 Daniel travelled to the bathroom. +14 Is Daniel in the bedroom? no 13 +15 Mary moved to the hallway. +16 John got the milk there. +17 Is Daniel in the kitchen? no 13 +1 Sandra got the football there. +2 Sandra dropped the football. +3 Daniel went back to the garden. +4 John journeyed to the bathroom. +5 Is John in the kitchen? no 4 +6 Daniel went to the bathroom. +7 Mary moved to the kitchen. +8 Is John in the bedroom? no 4 +9 John got the apple there. +10 Mary took the milk there. +11 Is Mary in the kitchen? yes 7 +12 John left the apple. +13 John took the apple there. +14 Is Mary in the hallway? no 7 +15 Mary dropped the milk. +16 Mary grabbed the milk there. +17 Sandra got the football there. +18 Daniel journeyed to the bedroom. +19 Is Daniel in the kitchen? no 18 +1 John moved to the bedroom. +2 Mary picked up the milk there. +3 Is John in the office? no 1 +4 Mary went to the hallway. +5 Sandra grabbed the apple there. +6 Is John in the kitchen? no 1 +7 John journeyed to the office. +8 Daniel journeyed to the office. +9 Is Daniel in the office? yes 8 +10 John moved to the bedroom. +11 Sandra went to the garden. +12 Is Sandra in the bathroom? no 11 +13 Sandra discarded the apple there. +14 John travelled to the garden. +15 Is Sandra in the hallway? no 11 +1 Sandra travelled to the kitchen. +2 Mary went back to the bathroom. +3 Is Sandra in the kitchen? yes 1 +4 Sandra went back to the bathroom. +5 John travelled to the garden. +6 Is John in the office? no 5 +7 Sandra grabbed the milk there. +8 Sandra left the milk. +9 Is Sandra in the bathroom? yes 4 +10 Mary journeyed to the office. +11 Sandra took the milk there. +12 Is John in the garden? yes 5 +13 John moved to the bedroom. +14 Sandra moved to the bedroom. +15 Is Mary in the bathroom? no 10 +1 John journeyed to the bathroom. +2 Mary went back to the garden. +3 Is John in the bathroom? yes 1 +4 Mary grabbed the football there. +5 Daniel went back to the garden. +6 Is Mary in the hallway? no 2 +7 Mary left the football. +8 Daniel travelled to the office. +9 Is Daniel in the bathroom? no 8 +10 Mary took the football there. +11 Daniel went back to the garden. +12 Is Daniel in the garden? yes 11 +13 Daniel travelled to the bathroom. +14 Mary went to the hallway. +15 Is Mary in the bathroom? no 14 +1 John went to the office. +2 Sandra took the football there. +3 Is John in the bathroom? no 1 +4 Sandra left the football. +5 John went back to the bedroom. +6 Is John in the bedroom? yes 5 +7 Mary journeyed to the office. +8 Sandra got the football there. +9 Is John in the bedroom? yes 5 +10 Daniel grabbed the milk there. +11 Sandra went back to the hallway. +12 Is Sandra in the hallway? yes 11 +13 Sandra journeyed to the kitchen. +14 Sandra dropped the football. +15 Is Sandra in the office? no 13 +1 John journeyed to the bedroom. +2 Sandra journeyed to the kitchen. +3 Is John in the bedroom? yes 1 +4 Sandra went to the bathroom. +5 Sandra travelled to the hallway. +6 Is Sandra in the hallway? yes 5 +7 John went to the bathroom. +8 Mary travelled to the bedroom. +9 Is Sandra in the hallway? yes 5 +10 John journeyed to the bedroom. +11 Sandra journeyed to the office. +12 Is Sandra in the kitchen? no 11 +13 Sandra travelled to the bathroom. +14 Daniel journeyed to the kitchen. +15 Is Sandra in the bathroom? yes 13 +1 Sandra got the football there. +2 Daniel moved to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 Sandra discarded the football. +5 Sandra grabbed the football there. +6 Is Daniel in the hallway? no 2 +7 John moved to the bathroom. +8 Mary went to the garden. +9 Is Mary in the garden? yes 8 +10 John moved to the hallway. +11 Sandra went back to the garden. +12 Is John in the kitchen? no 10 +13 Mary grabbed the milk there. +14 Mary went back to the bathroom. +15 Is Mary in the garden? no 14 +1 Daniel travelled to the garden. +2 Mary travelled to the garden. +3 Is Mary in the hallway? no 2 +4 Sandra picked up the apple there. +5 Mary took the football there. +6 Is Mary in the hallway? no 2 +7 Sandra journeyed to the kitchen. +8 Sandra journeyed to the hallway. +9 Is Sandra in the hallway? yes 8 +10 Mary travelled to the office. +11 John went to the garden. +12 Is Sandra in the kitchen? no 8 +13 Sandra went to the garden. +14 Mary went back to the bathroom. +15 Is Sandra in the garden? yes 13 +1 Daniel went back to the office. +2 Daniel went back to the hallway. +3 Is Daniel in the hallway? yes 2 +4 Sandra moved to the office. +5 Mary picked up the apple there. +6 Is Daniel in the hallway? yes 2 +7 Mary dropped the apple. +8 Sandra journeyed to the bathroom. +9 Is Sandra in the office? no 8 +10 John went to the hallway. +11 Mary got the apple there. +12 Is Sandra in the office? no 8 +13 Mary put down the apple there. +14 Mary moved to the kitchen. +15 Is Mary in the bathroom? no 14 +1 Daniel journeyed to the hallway. +2 Daniel moved to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Daniel journeyed to the garden. +5 John journeyed to the bathroom. +6 Is Daniel in the office? no 4 +7 Sandra travelled to the office. +8 Mary moved to the garden. +9 Is Mary in the bathroom? no 8 +10 John travelled to the garden. +11 Mary journeyed to the bedroom. +12 Is Mary in the bedroom? yes 11 +13 Sandra journeyed to the hallway. +14 Daniel moved to the bedroom. +15 Is John in the bedroom? no 10 +1 Daniel went back to the office. +2 Mary took the apple there. +3 Is Daniel in the office? yes 1 +4 Mary dropped the apple there. +5 Mary went back to the kitchen. +6 Is Mary in the garden? no 5 +7 Sandra journeyed to the kitchen. +8 Sandra picked up the football there. +9 Is Mary in the kitchen? yes 5 +10 Sandra got the milk there. +11 Sandra moved to the bedroom. +12 Is Mary in the garden? no 5 +13 Sandra travelled to the office. +14 Sandra put down the football. +15 Is Sandra in the office? yes 13 +1 John moved to the bedroom. +2 Daniel took the milk there. +3 Is John in the bedroom? yes 1 +4 John went back to the bathroom. +5 Daniel discarded the milk. +6 Is John in the hallway? no 4 +7 Daniel got the milk there. +8 Mary moved to the kitchen. +9 Is Mary in the kitchen? yes 8 +10 Daniel went back to the office. +11 Mary went to the hallway. +12 Is Mary in the office? no 11 +13 Daniel put down the milk. +14 John went back to the hallway. +15 Is Mary in the hallway? yes 11 +1 Sandra picked up the milk there. +2 Mary went back to the hallway. +3 Is Mary in the bedroom? no 2 +4 Sandra dropped the milk. +5 Sandra grabbed the milk there. +6 Is Mary in the hallway? yes 2 +7 John moved to the garden. +8 John picked up the football there. +9 Is John in the garden? yes 7 +10 Daniel went back to the kitchen. +11 Daniel went to the bathroom. +12 Is Daniel in the bedroom? no 11 +13 John left the football. +14 John grabbed the football there. +15 Is Daniel in the bedroom? no 11 +1 Sandra took the apple there. +2 Sandra travelled to the bedroom. +3 Is Sandra in the garden? no 2 +4 Mary got the football there. +5 Mary grabbed the milk there. +6 Is Sandra in the bedroom? yes 2 +7 John went to the office. +8 Daniel journeyed to the hallway. +9 Is John in the bathroom? no 7 +10 Sandra went to the garden. +11 Daniel went back to the garden. +12 Is Daniel in the hallway? no 11 +13 Mary went back to the bedroom. +14 Mary dropped the milk there. +15 Is Sandra in the garden? yes 10 +1 Daniel moved to the office. +2 Mary travelled to the garden. +3 Is Mary in the garden? yes 2 +4 John moved to the bathroom. +5 Sandra grabbed the milk there. +6 Is John in the bathroom? yes 4 +7 Sandra moved to the bedroom. +8 John travelled to the kitchen. +9 Is John in the kitchen? yes 8 +10 John travelled to the bathroom. +11 John moved to the kitchen. +12 Is John in the kitchen? yes 11 +13 Sandra moved to the garden. +14 Daniel travelled to the garden. +15 Is John in the garden? no 11 +1 Daniel got the milk there. +2 Daniel travelled to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 John grabbed the apple there. +5 John moved to the bedroom. +6 Is John in the bathroom? no 5 +7 Sandra grabbed the football there. +8 Daniel left the milk. +9 Is John in the bedroom? yes 5 +10 Mary went to the bathroom. +11 Daniel grabbed the milk there. +12 Is Mary in the garden? no 10 +13 John moved to the bathroom. +14 Sandra dropped the football there. +15 Is Mary in the bathroom? yes 10 +1 Sandra moved to the garden. +2 John travelled to the bedroom. +3 Is Sandra in the bedroom? no 1 +4 Daniel went to the kitchen. +5 John went back to the bathroom. +6 Is Daniel in the kitchen? yes 4 +7 Daniel moved to the bathroom. +8 Sandra went back to the bedroom. +9 Is Daniel in the bathroom? yes 7 +10 Sandra moved to the bathroom. +11 John got the apple there. +12 Is Daniel in the bathroom? yes 7 +13 Sandra journeyed to the office. +14 John grabbed the milk there. +15 Is Sandra in the office? yes 13 +1 Mary took the milk there. +2 Daniel got the apple there. +3 Daniel went to the office. +4 Sandra travelled to the bathroom. +5 Is Daniel in the office? yes 3 +6 Daniel discarded the apple. +7 John took the football there. +8 Is Daniel in the bathroom? no 3 +9 John went to the office. +10 John journeyed to the bedroom. +11 Is Sandra in the hallway? no 4 +12 Daniel picked up the apple there. +13 John travelled to the kitchen. +14 Is John in the kitchen? yes 13 +15 John went to the bathroom. +16 John put down the football there. +17 Is John in the bathroom? yes 15 +1 Sandra moved to the office. +2 Mary went to the bedroom. +3 Is Sandra in the office? yes 1 +4 Sandra went to the garden. +5 Daniel travelled to the office. +6 Is Daniel in the office? yes 5 +7 Mary moved to the hallway. +8 Sandra grabbed the apple there. +9 Is Sandra in the kitchen? no 4 +10 Mary took the football there. +11 Daniel journeyed to the bedroom. +12 Is Mary in the office? no 7 +13 Daniel travelled to the hallway. +14 Mary put down the football. +15 Is Daniel in the kitchen? no 13 +1 Sandra moved to the office. +2 Daniel travelled to the hallway. +3 Is Daniel in the bathroom? no 2 +4 Daniel went to the bathroom. +5 Sandra got the football there. +6 Is Daniel in the hallway? no 4 +7 Sandra moved to the hallway. +8 Daniel moved to the garden. +9 Is Daniel in the garden? yes 8 +10 Daniel went back to the bathroom. +11 Sandra went to the garden. +12 Is Daniel in the bathroom? yes 10 +13 Sandra dropped the football. +14 Daniel went to the bedroom. +15 Is Daniel in the bedroom? yes 14 +1 Mary went to the bathroom. +2 John travelled to the bathroom. +3 Is Mary in the office? no 1 +4 Daniel grabbed the football there. +5 Daniel left the football there. +6 Is John in the bathroom? yes 2 +7 Daniel travelled to the office. +8 Daniel travelled to the garden. +9 Is Daniel in the garden? yes 8 +10 Daniel went to the hallway. +11 Daniel grabbed the apple there. +12 Is Daniel in the hallway? yes 10 +13 Sandra journeyed to the hallway. +14 Sandra got the milk there. +15 Is Daniel in the hallway? yes 10 +1 Daniel picked up the football there. +2 Mary journeyed to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 Daniel dropped the football. +5 John journeyed to the bedroom. +6 Is John in the bedroom? yes 5 +7 Mary went to the bedroom. +8 Sandra journeyed to the hallway. +9 Is Mary in the bedroom? yes 7 +10 Daniel got the milk there. +11 Daniel put down the milk. +12 Is Mary in the bedroom? yes 7 +13 Daniel picked up the football there. +14 Daniel left the football. +15 Is Sandra in the kitchen? no 8 +1 Daniel travelled to the bathroom. +2 Sandra moved to the kitchen. +3 Is Daniel in the bathroom? yes 1 +4 Sandra took the apple there. +5 Daniel picked up the milk there. +6 Is Sandra in the kitchen? yes 2 +7 Mary went to the bathroom. +8 Sandra put down the apple. +9 Is Mary in the bedroom? no 7 +10 John journeyed to the bedroom. +11 Mary moved to the hallway. +12 Is Mary in the hallway? yes 11 +13 John journeyed to the kitchen. +14 Mary journeyed to the kitchen. +15 Is Mary in the kitchen? yes 14 +1 John travelled to the bathroom. +2 Daniel went to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Sandra went back to the hallway. +5 Mary moved to the bedroom. +6 Is Daniel in the bedroom? yes 2 +7 Mary went back to the garden. +8 John went back to the kitchen. +9 Is Daniel in the bedroom? yes 2 +10 Mary picked up the football there. +11 Daniel travelled to the kitchen. +12 Is Mary in the garden? yes 7 +13 Mary journeyed to the bedroom. +14 Mary travelled to the hallway. +15 Is Daniel in the kitchen? yes 11 +1 Sandra moved to the bathroom. +2 Daniel travelled to the office. +3 Is Daniel in the office? yes 2 +4 John took the milk there. +5 John went to the kitchen. +6 Is Sandra in the bathroom? yes 1 +7 Mary journeyed to the office. +8 Daniel travelled to the garden. +9 Is John in the garden? no 5 +10 John dropped the milk there. +11 John grabbed the apple there. +12 Is John in the bathroom? no 5 +13 John went back to the garden. +14 Sandra went to the office. +15 Is Sandra in the office? yes 14 +1 Mary travelled to the garden. +2 Mary travelled to the bathroom. +3 Is Mary in the office? no 2 +4 Mary moved to the garden. +5 Daniel went back to the garden. +6 Is Mary in the garden? yes 4 +7 Mary went back to the bedroom. +8 John took the milk there. +9 Is Mary in the bedroom? yes 7 +10 Daniel moved to the kitchen. +11 John moved to the office. +12 Is Daniel in the kitchen? yes 10 +13 Mary took the football there. +14 Sandra went back to the kitchen. +15 Is Sandra in the hallway? no 14 +1 John journeyed to the office. +2 Daniel journeyed to the garden. +3 Is John in the kitchen? no 1 +4 Mary went to the bedroom. +5 Daniel grabbed the milk there. +6 Is Daniel in the garden? yes 2 +7 John grabbed the football there. +8 Daniel journeyed to the bedroom. +9 Is Mary in the kitchen? no 4 +10 Mary travelled to the hallway. +11 John dropped the football. +12 Is Daniel in the bedroom? yes 8 +13 Daniel dropped the milk. +14 Mary picked up the apple there. +15 Is Mary in the hallway? yes 10 +1 Sandra got the apple there. +2 Sandra journeyed to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Mary travelled to the bedroom. +5 Sandra put down the apple there. +6 Is Mary in the hallway? no 4 +7 Mary picked up the apple there. +8 Mary journeyed to the office. +9 Is Mary in the hallway? no 8 +10 Mary went to the bedroom. +11 Mary put down the apple. +12 Is Mary in the bedroom? yes 10 +13 Mary got the apple there. +14 Mary left the apple. +15 Is Mary in the bathroom? no 10 +1 Daniel went back to the garden. +2 Daniel journeyed to the hallway. +3 Is Daniel in the hallway? yes 2 +4 John grabbed the apple there. +5 Mary went back to the kitchen. +6 Is Daniel in the hallway? yes 2 +7 John dropped the apple. +8 John went to the hallway. +9 Is Daniel in the hallway? yes 2 +10 Daniel travelled to the bathroom. +11 John journeyed to the office. +12 Is Daniel in the bathroom? yes 10 +13 John journeyed to the bedroom. +14 Daniel went to the kitchen. +15 Is John in the bathroom? no 13 +1 John went to the hallway. +2 Sandra grabbed the milk there. +3 Is John in the hallway? yes 1 +4 Mary travelled to the office. +5 Daniel took the football there. +6 Is John in the kitchen? no 1 +7 Mary took the apple there. +8 Mary travelled to the bathroom. +9 Is Mary in the bathroom? yes 8 +10 Daniel left the football. +11 Mary put down the apple. +12 Is Mary in the office? no 8 +13 Mary went back to the garden. +14 Mary journeyed to the office. +15 Is Mary in the office? yes 14 +1 Sandra went back to the kitchen. +2 Sandra got the apple there. +3 Is Sandra in the office? no 1 +4 Sandra dropped the apple. +5 John went back to the kitchen. +6 Is John in the garden? no 5 +7 Sandra picked up the apple there. +8 Sandra moved to the garden. +9 Is Sandra in the garden? yes 8 +10 Sandra dropped the apple. +11 Mary journeyed to the bathroom. +12 Is Mary in the bedroom? no 11 +13 Daniel went to the bedroom. +14 Sandra went to the kitchen. +15 Is Sandra in the bathroom? no 14 +1 John went back to the kitchen. +2 John took the milk there. +3 Is John in the kitchen? yes 1 +4 Mary travelled to the office. +5 Mary got the football there. +6 Is Mary in the bathroom? no 4 +7 Mary went to the hallway. +8 Sandra moved to the kitchen. +9 Is Sandra in the hallway? no 8 +10 John put down the milk. +11 Sandra grabbed the milk there. +12 Is Mary in the hallway? yes 7 +13 Mary journeyed to the kitchen. +14 Sandra moved to the bedroom. +15 Is Mary in the hallway? no 13 +1 Daniel picked up the apple there. +2 Mary picked up the football there. +3 John moved to the bedroom. +4 Daniel dropped the apple. +5 Is John in the bedroom? yes 3 +6 John journeyed to the hallway. +7 Daniel moved to the bedroom. +8 Is Daniel in the bedroom? yes 7 +9 Mary got the apple there. +10 Mary left the apple. +11 Is Daniel in the bedroom? yes 7 +12 Daniel moved to the bathroom. +13 John went to the kitchen. +14 Is John in the kitchen? yes 13 +15 Mary left the football there. +16 Sandra journeyed to the office. +17 Is Sandra in the bedroom? no 16 +1 Daniel moved to the office. +2 Mary took the milk there. +3 Is Daniel in the bathroom? no 1 +4 John travelled to the hallway. +5 Daniel got the football there. +6 Is Daniel in the office? yes 1 +7 Sandra went back to the kitchen. +8 Sandra got the apple there. +9 Is Sandra in the bedroom? no 7 +10 Daniel went to the bedroom. +11 Mary discarded the milk. +12 Is Daniel in the office? no 10 +13 Daniel travelled to the office. +14 Mary moved to the hallway. +15 Is Daniel in the garden? no 13 +1 Mary grabbed the football there. +2 Sandra grabbed the milk there. +3 Sandra left the milk. +4 Daniel moved to the hallway. +5 Is Daniel in the bathroom? no 4 +6 Daniel travelled to the bathroom. +7 Mary travelled to the hallway. +8 Is Daniel in the kitchen? no 6 +9 Daniel journeyed to the bedroom. +10 Mary discarded the football. +11 Is Daniel in the hallway? no 9 +12 John moved to the bedroom. +13 Mary picked up the football there. +14 Is Mary in the hallway? yes 7 +15 Daniel went to the bathroom. +16 Sandra moved to the hallway. +17 Is Sandra in the bedroom? no 16 +1 John went to the bedroom. +2 John took the apple there. +3 Is John in the office? no 1 +4 Sandra went back to the office. +5 Mary got the milk there. +6 Is John in the office? no 1 +7 John put down the apple. +8 Daniel journeyed to the office. +9 Is Daniel in the office? yes 8 +10 John got the apple there. +11 John left the apple. +12 Is Daniel in the garden? no 8 +13 Daniel went back to the bathroom. +14 Daniel went to the office. +15 Is Daniel in the office? yes 14 +1 Daniel got the milk there. +2 John went back to the bathroom. +3 Is John in the office? no 2 +4 Sandra took the apple there. +5 Daniel left the milk. +6 Is John in the bathroom? yes 2 +7 Daniel took the milk there. +8 Daniel journeyed to the bathroom. +9 Is Daniel in the garden? no 8 +10 Daniel discarded the milk there. +11 John took the milk there. +12 Is Daniel in the bedroom? no 8 +13 John moved to the kitchen. +14 Sandra journeyed to the office. +15 Is Sandra in the bedroom? no 14 +1 Sandra grabbed the milk there. +2 Mary grabbed the football there. +3 Daniel went back to the hallway. +4 Sandra left the milk. +5 Is Daniel in the garden? no 3 +6 Sandra journeyed to the office. +7 Daniel moved to the office. +8 Is Daniel in the office? yes 7 +9 John journeyed to the office. +10 Sandra moved to the kitchen. +11 Is Sandra in the garden? no 10 +12 Sandra got the apple there. +13 Mary left the football there. +14 Is Daniel in the office? yes 7 +15 Mary went back to the hallway. +16 John journeyed to the bedroom. +17 Is John in the garden? no 16 +1 Sandra went to the garden. +2 Sandra moved to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 John grabbed the milk there. +5 Sandra went to the bedroom. +6 Is Sandra in the bedroom? yes 5 +7 Daniel travelled to the bedroom. +8 John moved to the hallway. +9 Is Daniel in the bedroom? yes 7 +10 Daniel went back to the hallway. +11 John put down the milk there. +12 Is Daniel in the garden? no 10 +13 Mary journeyed to the bathroom. +14 John got the milk there. +15 Is Mary in the kitchen? no 13 +1 Sandra picked up the milk there. +2 Sandra put down the milk. +3 Sandra moved to the office. +4 Daniel went back to the garden. +5 Is Daniel in the garden? yes 4 +6 Daniel picked up the milk there. +7 Daniel put down the milk. +8 Is Sandra in the hallway? no 3 +9 Sandra went to the garden. +10 John went back to the bathroom. +11 Is Sandra in the bedroom? no 9 +12 Daniel moved to the kitchen. +13 John travelled to the office. +14 Is John in the office? yes 13 +15 Sandra took the milk there. +16 Sandra discarded the milk. +17 Is John in the bedroom? no 13 +1 John went back to the garden. +2 John went to the bathroom. +3 Is John in the bathroom? yes 2 +4 Mary went to the office. +5 Daniel went to the hallway. +6 Is Mary in the bedroom? no 4 +7 Daniel picked up the milk there. +8 Sandra went to the hallway. +9 Is Daniel in the bedroom? no 5 +10 Sandra travelled to the office. +11 Sandra went to the garden. +12 Is Sandra in the garden? yes 11 +13 John moved to the hallway. +14 Daniel discarded the milk. +15 Is Sandra in the kitchen? no 11 +1 Mary picked up the apple there. +2 Daniel journeyed to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Mary dropped the apple. +5 Mary took the milk there. +6 Is Daniel in the kitchen? yes 2 +7 Mary went to the hallway. +8 Sandra moved to the garden. +9 Is Daniel in the kitchen? yes 2 +10 Sandra got the apple there. +11 Daniel went to the hallway. +12 Is Daniel in the garden? no 11 +13 Daniel went back to the bathroom. +14 Mary left the milk. +15 Is Daniel in the bathroom? yes 13 +1 John took the apple there. +2 Mary journeyed to the hallway. +3 Is Mary in the bedroom? no 2 +4 Mary got the football there. +5 John put down the apple. +6 Is Mary in the hallway? yes 2 +7 Mary travelled to the bedroom. +8 Daniel moved to the bathroom. +9 Is Daniel in the bathroom? yes 8 +10 Daniel moved to the bedroom. +11 John picked up the apple there. +12 Is Mary in the bedroom? yes 7 +13 John left the apple. +14 John took the apple there. +15 Is Daniel in the hallway? no 10 +1 Sandra travelled to the garden. +2 John took the milk there. +3 Is Sandra in the bathroom? no 1 +4 Daniel went back to the garden. +5 John put down the milk. +6 Is Daniel in the garden? yes 4 +7 Mary moved to the office. +8 Sandra moved to the hallway. +9 Is Mary in the hallway? no 7 +10 Mary went to the hallway. +11 Sandra went back to the kitchen. +12 Is Sandra in the office? no 11 +13 Daniel travelled to the bathroom. +14 Mary moved to the bedroom. +15 Is Mary in the bedroom? yes 14 +1 Daniel journeyed to the bedroom. +2 Daniel journeyed to the garden. +3 Is Daniel in the bathroom? no 2 +4 Sandra travelled to the garden. +5 Daniel moved to the office. +6 Is Daniel in the office? yes 5 +7 Mary travelled to the bedroom. +8 Sandra took the apple there. +9 Is Mary in the hallway? no 7 +10 Sandra grabbed the milk there. +11 Sandra went to the hallway. +12 Is Sandra in the hallway? yes 11 +13 Daniel moved to the garden. +14 Daniel went to the office. +15 Is Daniel in the office? yes 14 +1 Mary went back to the hallway. +2 John went back to the hallway. +3 Is John in the bedroom? no 2 +4 Daniel moved to the office. +5 Sandra travelled to the bathroom. +6 Is John in the bathroom? no 2 +7 Sandra moved to the bedroom. +8 Daniel grabbed the milk there. +9 Is Sandra in the office? no 7 +10 Daniel travelled to the bathroom. +11 Sandra moved to the office. +12 Is Sandra in the office? yes 11 +13 Daniel moved to the office. +14 John journeyed to the bedroom. +15 Is Sandra in the bedroom? no 11 +1 Sandra got the milk there. +2 Sandra dropped the milk. +3 John went to the hallway. +4 Sandra journeyed to the bedroom. +5 Is Sandra in the bedroom? yes 4 +6 John took the apple there. +7 Sandra journeyed to the office. +8 Is Sandra in the bedroom? no 7 +9 John travelled to the garden. +10 John grabbed the milk there. +11 Is John in the bedroom? no 9 +12 Daniel travelled to the garden. +13 Mary travelled to the bedroom. +14 Is Mary in the bedroom? yes 13 +15 Daniel travelled to the bedroom. +16 John discarded the milk there. +17 Is Mary in the bedroom? yes 13 +1 Daniel grabbed the football there. +2 Mary travelled to the bedroom. +3 Is Mary in the hallway? no 2 +4 Daniel travelled to the garden. +5 Mary took the apple there. +6 Is Daniel in the bathroom? no 4 +7 Mary moved to the garden. +8 Mary went back to the kitchen. +9 Is Mary in the office? no 8 +10 Mary went to the bedroom. +11 Daniel got the milk there. +12 Is Mary in the office? no 10 +13 Daniel discarded the milk there. +14 Daniel went back to the kitchen. +15 Is Mary in the office? no 10 +1 John travelled to the hallway. +2 Mary went back to the bathroom. +3 Is John in the garden? no 1 +4 John travelled to the bathroom. +5 Daniel travelled to the bedroom. +6 Is John in the garden? no 4 +7 Daniel took the apple there. +8 Daniel discarded the apple. +9 Is John in the hallway? no 4 +10 Sandra journeyed to the garden. +11 Daniel got the apple there. +12 Is Sandra in the bathroom? no 10 +13 Daniel discarded the apple. +14 Daniel went back to the bathroom. +15 Is Sandra in the garden? yes 10 +1 Mary went back to the office. +2 Daniel took the milk there. +3 Is Mary in the office? yes 1 +4 Daniel discarded the milk there. +5 John picked up the apple there. +6 Is Mary in the bathroom? no 1 +7 Mary went to the hallway. +8 John left the apple. +9 Is Mary in the hallway? yes 7 +10 John travelled to the hallway. +11 Mary moved to the garden. +12 Is John in the hallway? yes 10 +13 Sandra moved to the kitchen. +14 Sandra moved to the hallway. +15 Is John in the hallway? yes 10 +1 Sandra travelled to the hallway. +2 John moved to the hallway. +3 Is Sandra in the bathroom? no 1 +4 Sandra moved to the bedroom. +5 John went to the kitchen. +6 Is Sandra in the bedroom? yes 4 +7 Sandra picked up the football there. +8 Sandra travelled to the office. +9 Is Sandra in the office? yes 8 +10 Sandra dropped the football. +11 Mary went back to the office. +12 Is Sandra in the office? yes 8 +13 Daniel travelled to the office. +14 Mary moved to the hallway. +15 Is Sandra in the garden? no 8 +1 Mary took the apple there. +2 John got the milk there. +3 Sandra went back to the bathroom. +4 John journeyed to the kitchen. +5 Is Sandra in the bathroom? yes 3 +6 John put down the milk. +7 John got the milk there. +8 Is John in the bedroom? no 4 +9 John moved to the bedroom. +10 Mary put down the apple. +11 Is John in the hallway? no 9 +12 Sandra took the apple there. +13 Mary journeyed to the garden. +14 Is John in the hallway? no 9 +15 John discarded the milk there. +16 John picked up the milk there. +17 Is Mary in the garden? yes 13 +1 Mary travelled to the bedroom. +2 Daniel grabbed the milk there. +3 Is Mary in the kitchen? no 1 +4 John moved to the kitchen. +5 Daniel discarded the milk. +6 Is John in the kitchen? yes 4 +7 John took the apple there. +8 Sandra went back to the kitchen. +9 Is Sandra in the kitchen? yes 8 +10 Mary got the football there. +11 Mary put down the football. +12 Is Sandra in the hallway? no 8 +13 John went to the office. +14 Sandra journeyed to the bedroom. +15 Is Sandra in the bedroom? yes 14 +1 Daniel grabbed the football there. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Sandra picked up the milk there. +5 Daniel discarded the football. +6 Is Daniel in the bedroom? yes 2 +7 Sandra journeyed to the kitchen. +8 John went back to the bedroom. +9 Is Daniel in the bedroom? yes 2 +10 Daniel went to the kitchen. +11 John got the football there. +12 Is Sandra in the bathroom? no 7 +13 Mary picked up the apple there. +14 Mary put down the apple. +15 Is Daniel in the kitchen? yes 10 +1 Mary picked up the apple there. +2 Mary discarded the apple. +3 Daniel went back to the hallway. +4 Mary went to the garden. +5 Is Mary in the office? no 4 +6 Mary picked up the football there. +7 Mary put down the football. +8 Is Mary in the garden? yes 4 +9 Daniel went to the garden. +10 Sandra went back to the bathroom. +11 Is Sandra in the bedroom? no 10 +12 Mary got the football there. +13 Mary discarded the football there. +14 Is Daniel in the garden? yes 9 +15 John went to the garden. +16 John picked up the football there. +17 Is John in the bathroom? no 15 +1 Sandra travelled to the kitchen. +2 Daniel went back to the bedroom. +3 Is Daniel in the garden? no 2 +4 John moved to the bathroom. +5 Sandra took the apple there. +6 Is Daniel in the hallway? no 2 +7 Daniel went back to the bathroom. +8 Mary travelled to the garden. +9 Is Daniel in the kitchen? no 7 +10 John moved to the bedroom. +11 Sandra travelled to the bedroom. +12 Is Daniel in the garden? no 7 +13 Sandra got the milk there. +14 Mary went back to the bedroom. +15 Is Mary in the bedroom? yes 14 +1 John took the milk there. +2 John went to the garden. +3 Is John in the bathroom? no 2 +4 Mary journeyed to the bedroom. +5 John put down the milk. +6 Is John in the kitchen? no 2 +7 Mary picked up the football there. +8 Sandra travelled to the kitchen. +9 Is John in the kitchen? no 2 +10 Daniel moved to the hallway. +11 John journeyed to the bedroom. +12 Is Sandra in the garden? no 8 +13 Sandra journeyed to the office. +14 Daniel picked up the apple there. +15 Is Daniel in the kitchen? no 10 +1 John got the apple there. +2 Mary got the football there. +3 John went back to the bedroom. +4 Daniel journeyed to the garden. +5 Is John in the garden? no 3 +6 Daniel travelled to the bedroom. +7 Mary discarded the football. +8 Is John in the garden? no 3 +9 Mary took the football there. +10 Sandra moved to the bathroom. +11 Is Daniel in the bathroom? no 6 +12 Sandra went back to the office. +13 John journeyed to the garden. +14 Is John in the garden? yes 13 +15 Daniel went back to the hallway. +16 Mary travelled to the garden. +17 Is Daniel in the hallway? yes 15 +1 Mary grabbed the apple there. +2 Mary went to the kitchen. +3 Is Mary in the bathroom? no 2 +4 John moved to the bathroom. +5 John journeyed to the kitchen. +6 Is Mary in the garden? no 2 +7 Mary went back to the garden. +8 Mary put down the apple. +9 Is John in the bathroom? no 5 +10 Mary travelled to the bedroom. +11 Daniel travelled to the office. +12 Is Mary in the bathroom? no 10 +13 Daniel took the football there. +14 Daniel journeyed to the bathroom. +15 Is Daniel in the kitchen? no 14 +1 Mary went back to the kitchen. +2 John journeyed to the garden. +3 Is John in the hallway? no 2 +4 John took the apple there. +5 John journeyed to the bedroom. +6 Is John in the garden? no 5 +7 Daniel went to the bedroom. +8 Mary journeyed to the hallway. +9 Is John in the bathroom? no 5 +10 John dropped the apple. +11 Daniel got the apple there. +12 Is John in the bedroom? yes 5 +13 Daniel put down the apple there. +14 Mary grabbed the football there. +15 Is Mary in the hallway? yes 8 +1 Sandra grabbed the milk there. +2 Sandra left the milk. +3 Daniel went to the office. +4 Mary went to the bathroom. +5 Is Daniel in the bedroom? no 3 +6 John went back to the kitchen. +7 Mary journeyed to the hallway. +8 Is Mary in the hallway? yes 7 +9 Sandra grabbed the milk there. +10 Sandra travelled to the office. +11 Is John in the kitchen? yes 6 +12 John travelled to the bedroom. +13 Sandra discarded the milk. +14 Is Mary in the bathroom? no 7 +15 Daniel moved to the kitchen. +16 Daniel journeyed to the office. +17 Is Daniel in the hallway? no 16 +1 Sandra moved to the office. +2 John got the apple there. +3 Is Sandra in the bathroom? no 1 +4 Mary went to the garden. +5 Daniel moved to the bedroom. +6 Is Mary in the garden? yes 4 +7 John dropped the apple there. +8 Daniel journeyed to the bathroom. +9 Is Mary in the kitchen? no 4 +10 Mary journeyed to the bathroom. +11 John grabbed the apple there. +12 Is Daniel in the bathroom? yes 8 +13 Mary went back to the garden. +14 Sandra took the football there. +15 Is Mary in the bedroom? no 13 +1 Mary got the football there. +2 Sandra went to the bedroom. +3 Is Sandra in the kitchen? no 2 +4 Sandra went back to the office. +5 Mary moved to the office. +6 Is Sandra in the bedroom? no 4 +7 John went back to the kitchen. +8 John journeyed to the garden. +9 Is Mary in the office? yes 5 +10 Daniel went back to the bedroom. +11 Mary journeyed to the kitchen. +12 Is Mary in the kitchen? yes 11 +13 Daniel went back to the garden. +14 Mary moved to the garden. +15 Is Daniel in the bathroom? no 13 +1 Daniel moved to the kitchen. +2 John picked up the apple there. +3 Is Daniel in the garden? no 1 +4 Sandra travelled to the kitchen. +5 Daniel moved to the bathroom. +6 Is Daniel in the garden? no 5 +7 John put down the apple. +8 Mary went to the hallway. +9 Is Sandra in the garden? no 4 +10 John travelled to the bedroom. +11 Sandra travelled to the bathroom. +12 Is Sandra in the bathroom? yes 11 +13 Mary journeyed to the office. +14 Mary travelled to the bedroom. +15 Is Sandra in the office? no 11 +1 John went back to the kitchen. +2 John went back to the bedroom. +3 Is John in the kitchen? no 2 +4 Mary grabbed the football there. +5 John went back to the garden. +6 Is John in the bathroom? no 5 +7 John moved to the kitchen. +8 Sandra moved to the garden. +9 Is John in the kitchen? yes 7 +10 Mary discarded the football there. +11 Daniel went back to the kitchen. +12 Is John in the hallway? no 7 +13 John went to the bathroom. +14 Mary moved to the office. +15 Is Mary in the bedroom? no 14 +1 John went to the bathroom. +2 John went to the bedroom. +3 Is John in the bedroom? yes 2 +4 Mary travelled to the bathroom. +5 John moved to the hallway. +6 Is Mary in the bathroom? yes 4 +7 John got the football there. +8 Mary travelled to the office. +9 Is Mary in the office? yes 8 +10 Mary got the milk there. +11 John discarded the football there. +12 Is John in the hallway? yes 5 +13 Sandra journeyed to the garden. +14 Mary dropped the milk. +15 Is Mary in the bathroom? no 8 +1 Daniel grabbed the football there. +2 Daniel discarded the football. +3 Daniel moved to the bathroom. +4 Daniel travelled to the kitchen. +5 Is Daniel in the bathroom? no 4 +6 Mary took the apple there. +7 Mary got the milk there. +8 Is Daniel in the garden? no 4 +9 Daniel moved to the hallway. +10 Mary discarded the apple. +11 Is Daniel in the office? no 9 +12 Mary took the apple there. +13 Mary left the apple. +14 Is Daniel in the hallway? yes 9 +15 Daniel took the football there. +16 Sandra went to the office. +17 Is Sandra in the bathroom? no 16 +1 Daniel picked up the football there. +2 Sandra moved to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 John travelled to the office. +5 Mary travelled to the bedroom. +6 Is Sandra in the bathroom? no 2 +7 Daniel discarded the football. +8 Sandra journeyed to the bathroom. +9 Is Sandra in the office? no 8 +10 Mary went back to the bathroom. +11 Mary took the milk there. +12 Is Mary in the bathroom? yes 10 +13 John picked up the football there. +14 Sandra travelled to the bedroom. +15 Is Mary in the bathroom? yes 10 +1 Daniel went to the hallway. +2 Mary went back to the bathroom. +3 Is Mary in the bedroom? no 2 +4 Mary journeyed to the kitchen. +5 Daniel took the apple there. +6 Is Mary in the kitchen? yes 4 +7 Daniel grabbed the football there. +8 Sandra journeyed to the hallway. +9 Is Mary in the kitchen? yes 4 +10 Mary went back to the garden. +11 Daniel moved to the garden. +12 Is Sandra in the bedroom? no 8 +13 Mary journeyed to the bedroom. +14 Mary took the milk there. +15 Is Sandra in the garden? no 8 +1 Mary grabbed the apple there. +2 Daniel moved to the hallway. +3 Is Daniel in the garden? no 2 +4 Daniel got the football there. +5 Mary travelled to the hallway. +6 Is Daniel in the office? no 2 +7 Daniel left the football. +8 Sandra got the milk there. +9 Is Mary in the garden? no 5 +10 Mary got the football there. +11 John travelled to the hallway. +12 Is John in the office? no 11 +13 Mary went back to the bathroom. +14 Daniel travelled to the bathroom. +15 Is Mary in the hallway? no 13 +1 Mary travelled to the bathroom. +2 Sandra moved to the office. +3 Is Mary in the bathroom? yes 1 +4 Daniel took the milk there. +5 John moved to the bedroom. +6 Is Sandra in the hallway? no 2 +7 Daniel went back to the kitchen. +8 Sandra took the apple there. +9 Is Sandra in the hallway? no 2 +10 Daniel left the milk. +11 Sandra travelled to the bedroom. +12 Is John in the bedroom? yes 5 +13 Mary went to the office. +14 Sandra journeyed to the kitchen. +15 Is Sandra in the bedroom? no 14 +1 John moved to the bedroom. +2 Sandra travelled to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 John went back to the bathroom. +5 Mary moved to the bedroom. +6 Is John in the office? no 4 +7 Mary went back to the kitchen. +8 Mary moved to the bedroom. +9 Is Mary in the bedroom? yes 8 +10 John picked up the milk there. +11 John went to the office. +12 Is Mary in the bedroom? yes 8 +13 John put down the milk. +14 Mary travelled to the bathroom. +15 Is John in the office? yes 11 +1 Daniel moved to the garden. +2 Mary journeyed to the office. +3 Is Daniel in the bedroom? no 1 +4 Mary went back to the bathroom. +5 Daniel moved to the office. +6 Is Daniel in the garden? no 5 +7 Sandra moved to the bedroom. +8 Mary got the milk there. +9 Is Mary in the bathroom? yes 4 +10 Mary discarded the milk. +11 Mary moved to the garden. +12 Is Daniel in the office? yes 5 +13 Daniel went back to the garden. +14 John went to the office. +15 Is Daniel in the kitchen? no 13 +1 John travelled to the bedroom. +2 John took the apple there. +3 Is John in the office? no 1 +4 Daniel went to the kitchen. +5 Daniel journeyed to the bathroom. +6 Is Daniel in the bedroom? no 5 +7 John discarded the apple. +8 Daniel picked up the football there. +9 Is Daniel in the bathroom? yes 5 +10 Daniel discarded the football. +11 Sandra got the milk there. +12 Is Daniel in the bathroom? yes 5 +13 Mary got the football there. +14 John moved to the garden. +15 Is John in the bathroom? no 14 +1 Daniel went back to the hallway. +2 Mary went back to the bathroom. +3 Is Daniel in the hallway? yes 1 +4 Daniel moved to the office. +5 John went to the bedroom. +6 Is Mary in the bathroom? yes 2 +7 Daniel travelled to the bedroom. +8 Daniel journeyed to the garden. +9 Is John in the office? no 5 +10 Daniel got the apple there. +11 Mary grabbed the milk there. +12 Is John in the hallway? no 5 +13 Daniel grabbed the football there. +14 John went to the bathroom. +15 Is John in the kitchen? no 14 +1 John moved to the hallway. +2 John moved to the office. +3 Is John in the hallway? no 2 +4 Sandra journeyed to the bedroom. +5 Daniel took the milk there. +6 Is John in the office? yes 2 +7 Sandra picked up the football there. +8 Sandra went to the garden. +9 Is Sandra in the office? no 8 +10 Daniel left the milk there. +11 Daniel went back to the bedroom. +12 Is Sandra in the office? no 8 +13 Daniel moved to the garden. +14 Sandra moved to the office. +15 Is Daniel in the bathroom? no 13 +1 Sandra took the apple there. +2 Daniel grabbed the football there. +3 John moved to the bathroom. +4 John went back to the kitchen. +5 Is John in the kitchen? yes 4 +6 Mary took the milk there. +7 Mary went to the hallway. +8 Is Mary in the kitchen? no 7 +9 Mary put down the milk. +10 Mary went back to the kitchen. +11 Is Mary in the kitchen? yes 10 +12 Sandra went back to the bedroom. +13 Daniel left the football there. +14 Is Mary in the kitchen? yes 10 +15 Daniel picked up the football there. +16 Daniel left the football. +17 Is Mary in the bedroom? no 10 +1 Sandra picked up the milk there. +2 John moved to the hallway. +3 Is John in the bathroom? no 2 +4 Sandra journeyed to the kitchen. +5 Sandra moved to the bedroom. +6 Is John in the bathroom? no 2 +7 Daniel went to the hallway. +8 Mary went back to the bedroom. +9 Is Mary in the bedroom? yes 8 +10 Daniel went to the bedroom. +11 John went back to the bathroom. +12 Is Daniel in the hallway? no 10 +13 Mary went back to the hallway. +14 John travelled to the garden. +15 Is John in the garden? yes 14 +1 Daniel travelled to the kitchen. +2 John moved to the bathroom. +3 Is John in the bathroom? yes 2 +4 Sandra moved to the office. +5 Sandra travelled to the bathroom. +6 Is Daniel in the kitchen? yes 1 +7 John moved to the office. +8 Mary went to the kitchen. +9 Is Sandra in the hallway? no 5 +10 Mary travelled to the garden. +11 Mary journeyed to the kitchen. +12 Is Mary in the bedroom? no 11 +13 John travelled to the kitchen. +14 Daniel went back to the hallway. +15 Is Mary in the office? no 11 +1 Mary travelled to the bedroom. +2 John grabbed the apple there. +3 Is Mary in the bedroom? yes 1 +4 John went to the bedroom. +5 Sandra moved to the garden. +6 Is John in the bedroom? yes 4 +7 Mary went back to the garden. +8 Mary travelled to the hallway. +9 Is Mary in the hallway? yes 8 +10 Sandra went back to the office. +11 John dropped the apple. +12 Is Mary in the bathroom? no 8 +13 Daniel went to the kitchen. +14 Sandra moved to the garden. +15 Is Sandra in the garden? yes 14 +1 Daniel picked up the milk there. +2 Sandra journeyed to the bedroom. +3 Is Sandra in the hallway? no 2 +4 John moved to the bathroom. +5 Daniel put down the milk. +6 Is Sandra in the garden? no 2 +7 John grabbed the milk there. +8 John took the apple there. +9 Is John in the bathroom? yes 4 +10 Sandra went back to the kitchen. +11 John dropped the milk there. +12 Is Sandra in the bathroom? no 10 +13 John left the apple. +14 Daniel took the milk there. +15 Is Sandra in the kitchen? yes 10 +1 Mary moved to the bedroom. +2 Mary went back to the kitchen. +3 Is Mary in the hallway? no 2 +4 Sandra travelled to the kitchen. +5 Mary journeyed to the bathroom. +6 Is Sandra in the bathroom? no 4 +7 John went back to the kitchen. +8 John travelled to the bedroom. +9 Is Sandra in the kitchen? yes 4 +10 Mary picked up the milk there. +11 Sandra went back to the bathroom. +12 Is John in the hallway? no 8 +13 John got the apple there. +14 Daniel went back to the office. +15 Is Sandra in the bedroom? no 11 +1 John travelled to the kitchen. +2 Mary journeyed to the bedroom. +3 Is Mary in the office? no 2 +4 Sandra journeyed to the kitchen. +5 Mary went to the garden. +6 Is John in the bathroom? no 1 +7 Sandra went back to the bathroom. +8 Mary moved to the bathroom. +9 Is Sandra in the office? no 7 +10 Sandra picked up the football there. +11 Sandra journeyed to the kitchen. +12 Is Sandra in the garden? no 11 +13 Mary went to the bedroom. +14 John journeyed to the garden. +15 Is Mary in the bedroom? yes 13 +1 Sandra went back to the office. +2 Sandra got the football there. +3 Is Sandra in the office? yes 1 +4 John travelled to the bathroom. +5 Sandra discarded the football. +6 Is John in the hallway? no 4 +7 John journeyed to the office. +8 Sandra got the football there. +9 Is John in the bathroom? no 7 +10 Sandra put down the football there. +11 John travelled to the garden. +12 Is John in the bathroom? no 11 +13 John moved to the kitchen. +14 John journeyed to the office. +15 Is John in the office? yes 14 +1 Sandra picked up the milk there. +2 Sandra left the milk. +3 Sandra got the milk there. +4 Daniel went to the garden. +5 Is Daniel in the garden? yes 4 +6 Daniel travelled to the kitchen. +7 Mary went back to the office. +8 Is Mary in the office? yes 7 +9 Daniel journeyed to the garden. +10 Daniel journeyed to the hallway. +11 Is Daniel in the bedroom? no 10 +12 Daniel journeyed to the kitchen. +13 Sandra moved to the garden. +14 Is Daniel in the garden? no 12 +15 Daniel travelled to the garden. +16 Sandra put down the milk. +17 Is Daniel in the kitchen? no 15 +1 John went back to the bedroom. +2 Daniel journeyed to the bathroom. +3 Is John in the office? no 1 +4 Mary journeyed to the bedroom. +5 Mary travelled to the kitchen. +6 Is Daniel in the bathroom? yes 2 +7 Sandra went back to the garden. +8 Sandra journeyed to the kitchen. +9 Is Sandra in the kitchen? yes 8 +10 Sandra travelled to the office. +11 Daniel went back to the kitchen. +12 Is Daniel in the kitchen? yes 11 +13 John travelled to the garden. +14 Mary journeyed to the bathroom. +15 Is Daniel in the kitchen? yes 11 +1 Daniel got the football there. +2 Sandra went to the bathroom. +3 Is Sandra in the garden? no 2 +4 Daniel discarded the football there. +5 Daniel journeyed to the bathroom. +6 Is Sandra in the garden? no 2 +7 Mary journeyed to the bathroom. +8 Mary travelled to the kitchen. +9 Is Mary in the kitchen? yes 8 +10 Mary picked up the apple there. +11 Mary travelled to the hallway. +12 Is Daniel in the bathroom? yes 5 +13 Mary left the apple. +14 Mary took the apple there. +15 Is Mary in the hallway? yes 11 +1 Sandra took the milk there. +2 Sandra discarded the milk there. +3 Sandra went back to the kitchen. +4 John travelled to the office. +5 Is John in the office? yes 4 +6 Sandra moved to the bathroom. +7 John got the football there. +8 Is John in the office? yes 4 +9 John put down the football there. +10 John went back to the bedroom. +11 Is Sandra in the bathroom? yes 6 +12 John went back to the kitchen. +13 Sandra travelled to the bedroom. +14 Is John in the kitchen? yes 12 +15 Sandra took the milk there. +16 John moved to the office. +17 Is John in the office? yes 16 +1 Daniel travelled to the office. +2 Sandra took the milk there. +3 Is Daniel in the office? yes 1 +4 Mary went to the garden. +5 Mary travelled to the bathroom. +6 Is Mary in the bedroom? no 5 +7 Daniel travelled to the bathroom. +8 John picked up the apple there. +9 Is Daniel in the bathroom? yes 7 +10 John picked up the football there. +11 Daniel went to the garden. +12 Is Mary in the kitchen? no 5 +13 Sandra moved to the bathroom. +14 Mary moved to the bedroom. +15 Is Daniel in the garden? yes 11 +1 Daniel took the milk there. +2 Mary journeyed to the bedroom. +3 Is Mary in the office? no 2 +4 Sandra went to the hallway. +5 Mary moved to the garden. +6 Is Mary in the garden? yes 5 +7 Mary went to the hallway. +8 John grabbed the apple there. +9 Is Sandra in the hallway? yes 4 +10 Daniel dropped the milk. +11 Mary went back to the bedroom. +12 Is Mary in the bedroom? yes 11 +13 Daniel went back to the hallway. +14 Sandra went back to the bedroom. +15 Is Sandra in the garden? no 14 +1 Sandra moved to the bedroom. +2 Sandra picked up the apple there. +3 Is Sandra in the office? no 1 +4 Sandra got the football there. +5 Sandra journeyed to the office. +6 Is Sandra in the office? yes 5 +7 Daniel went to the bathroom. +8 John went back to the bedroom. +9 Is Daniel in the garden? no 7 +10 Sandra picked up the milk there. +11 Daniel travelled to the bedroom. +12 Is Daniel in the kitchen? no 11 +13 Daniel travelled to the office. +14 John went to the hallway. +15 Is John in the bedroom? no 14 +1 John travelled to the hallway. +2 Mary journeyed to the kitchen. +3 Is Mary in the hallway? no 2 +4 Sandra went to the kitchen. +5 John moved to the office. +6 Is Mary in the kitchen? yes 2 +7 Daniel went back to the bedroom. +8 John went back to the hallway. +9 Is Mary in the bedroom? no 2 +10 Daniel travelled to the kitchen. +11 Sandra moved to the bathroom. +12 Is John in the office? no 8 +13 Sandra went to the bedroom. +14 Mary went to the garden. +15 Is John in the bathroom? no 8 +1 Mary journeyed to the hallway. +2 Sandra travelled to the hallway. +3 Is Sandra in the kitchen? no 2 +4 Mary went back to the garden. +5 Mary went back to the bedroom. +6 Is Mary in the bedroom? yes 5 +7 Mary moved to the hallway. +8 Sandra travelled to the garden. +9 Is Mary in the bathroom? no 7 +10 Daniel went back to the bathroom. +11 John moved to the bedroom. +12 Is Mary in the office? no 7 +13 Mary went back to the office. +14 Sandra moved to the office. +15 Is Daniel in the bathroom? yes 10 +1 John picked up the apple there. +2 John journeyed to the bathroom. +3 Is John in the kitchen? no 2 +4 Mary picked up the milk there. +5 John moved to the bedroom. +6 Is John in the bedroom? yes 5 +7 Sandra moved to the bathroom. +8 John journeyed to the office. +9 Is John in the hallway? no 8 +10 Sandra travelled to the garden. +11 John travelled to the garden. +12 Is Sandra in the garden? yes 10 +13 Mary moved to the garden. +14 Mary picked up the football there. +15 Is John in the garden? yes 11 +1 Sandra got the milk there. +2 Mary moved to the garden. +3 Is Mary in the office? no 2 +4 Mary moved to the office. +5 John went back to the kitchen. +6 Is Mary in the garden? no 4 +7 Daniel journeyed to the office. +8 John grabbed the apple there. +9 Is Daniel in the office? yes 7 +10 Sandra travelled to the office. +11 Daniel journeyed to the bedroom. +12 Is Daniel in the bedroom? yes 11 +13 Mary got the football there. +14 John travelled to the bathroom. +15 Is Daniel in the office? no 11 +1 John went back to the bathroom. +2 Daniel travelled to the garden. +3 Is Daniel in the bedroom? no 2 +4 Mary went back to the bathroom. +5 Mary journeyed to the garden. +6 Is Daniel in the hallway? no 2 +7 Sandra moved to the hallway. +8 Sandra grabbed the milk there. +9 Is Sandra in the office? no 7 +10 John journeyed to the bedroom. +11 John got the apple there. +12 Is John in the bedroom? yes 10 +13 Sandra travelled to the bathroom. +14 Sandra dropped the milk. +15 Is John in the bedroom? yes 10 +1 John journeyed to the hallway. +2 John travelled to the bedroom. +3 Is John in the bedroom? yes 2 +4 Mary grabbed the milk there. +5 Mary put down the milk. +6 Is John in the bedroom? yes 2 +7 Daniel moved to the garden. +8 Mary journeyed to the hallway. +9 Is Daniel in the garden? yes 7 +10 Sandra got the apple there. +11 Daniel went back to the kitchen. +12 Is Daniel in the kitchen? yes 11 +13 John journeyed to the bathroom. +14 John went back to the kitchen. +15 Is Mary in the kitchen? no 8 +1 Mary travelled to the garden. +2 Mary travelled to the hallway. +3 Is Mary in the bathroom? no 2 +4 Daniel journeyed to the bedroom. +5 Daniel moved to the office. +6 Is Mary in the bathroom? no 2 +7 John took the football there. +8 Mary moved to the garden. +9 Is Mary in the kitchen? no 8 +10 John put down the football. +11 Mary grabbed the milk there. +12 Is Daniel in the office? yes 5 +13 John took the apple there. +14 Daniel went to the hallway. +15 Is Mary in the garden? yes 8 +1 Daniel travelled to the garden. +2 Sandra went to the office. +3 Is Daniel in the garden? yes 1 +4 Sandra went to the bathroom. +5 Daniel went back to the bathroom. +6 Is Daniel in the kitchen? no 5 +7 Mary went back to the bedroom. +8 John got the apple there. +9 Is Mary in the kitchen? no 7 +10 Daniel journeyed to the garden. +11 Sandra got the milk there. +12 Is Daniel in the garden? yes 10 +13 Sandra went to the bedroom. +14 Daniel went back to the bathroom. +15 Is Sandra in the bedroom? yes 13 +1 Daniel took the milk there. +2 Daniel travelled to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 Daniel journeyed to the kitchen. +5 Sandra travelled to the hallway. +6 Is Sandra in the garden? no 5 +7 John went back to the office. +8 John journeyed to the garden. +9 Is Daniel in the kitchen? yes 4 +10 Daniel discarded the milk. +11 Daniel moved to the garden. +12 Is Daniel in the garden? yes 11 +13 Sandra moved to the bedroom. +14 John went back to the bathroom. +15 Is John in the bathroom? yes 14 +1 Daniel went to the bathroom. +2 Sandra went back to the kitchen. +3 Is Daniel in the office? no 1 +4 Daniel journeyed to the garden. +5 Daniel got the football there. +6 Is Daniel in the office? no 4 +7 Sandra travelled to the hallway. +8 Mary went to the bathroom. +9 Is Daniel in the garden? yes 4 +10 Sandra went back to the office. +11 Mary went to the garden. +12 Is Mary in the garden? yes 11 +13 John travelled to the bathroom. +14 Mary journeyed to the bedroom. +15 Is Mary in the kitchen? no 14 +1 Daniel went back to the hallway. +2 John journeyed to the garden. +3 Is John in the office? no 2 +4 John moved to the bedroom. +5 John grabbed the football there. +6 Is John in the hallway? no 4 +7 John left the football. +8 John took the milk there. +9 Is John in the office? no 4 +10 Daniel journeyed to the bathroom. +11 John dropped the milk. +12 Is Daniel in the garden? no 10 +13 John got the football there. +14 John grabbed the milk there. +15 Is Daniel in the office? no 10 +1 John went to the hallway. +2 Daniel travelled to the hallway. +3 Is Daniel in the hallway? yes 2 +4 Sandra grabbed the apple there. +5 Sandra went back to the office. +6 Is Sandra in the office? yes 5 +7 Sandra moved to the garden. +8 Mary went back to the hallway. +9 Is Sandra in the garden? yes 7 +10 John travelled to the office. +11 Mary journeyed to the office. +12 Is Mary in the office? yes 11 +13 John went to the bedroom. +14 Daniel went to the bathroom. +15 Is Daniel in the hallway? no 14 +1 John got the milk there. +2 Sandra moved to the kitchen. +3 Is Sandra in the bedroom? no 2 +4 John discarded the milk. +5 John took the milk there. +6 Is Sandra in the hallway? no 2 +7 John moved to the garden. +8 John went to the kitchen. +9 Is Sandra in the kitchen? yes 2 +10 Mary moved to the bathroom. +11 John dropped the milk. +12 Is Mary in the kitchen? no 10 +13 Sandra went to the office. +14 Mary went to the garden. +15 Is John in the kitchen? yes 8 +1 Sandra journeyed to the garden. +2 Daniel moved to the garden. +3 Is Sandra in the office? no 1 +4 Sandra moved to the office. +5 Sandra took the apple there. +6 Is Sandra in the garden? no 4 +7 Daniel got the football there. +8 Sandra went to the garden. +9 Is Daniel in the garden? yes 2 +10 Sandra dropped the apple. +11 Mary went back to the garden. +12 Is Mary in the garden? yes 11 +13 Daniel took the apple there. +14 Sandra went back to the kitchen. +15 Is Sandra in the hallway? no 14 +1 Mary journeyed to the kitchen. +2 Daniel moved to the bathroom. +3 Is Mary in the bathroom? no 1 +4 Mary journeyed to the garden. +5 Daniel grabbed the milk there. +6 Is Mary in the office? no 4 +7 Daniel discarded the milk there. +8 Daniel got the apple there. +9 Is Mary in the hallway? no 4 +10 Daniel went to the office. +11 John moved to the kitchen. +12 Is Daniel in the office? yes 10 +13 Mary travelled to the bathroom. +14 Sandra grabbed the football there. +15 Is John in the garden? no 11 +1 Mary went back to the kitchen. +2 John travelled to the bathroom. +3 Is Mary in the kitchen? yes 1 +4 Sandra went to the hallway. +5 Mary journeyed to the bathroom. +6 Is John in the bathroom? yes 2 +7 Mary grabbed the apple there. +8 Mary dropped the apple. +9 Is John in the bathroom? yes 2 +10 Sandra went to the bathroom. +11 John went back to the kitchen. +12 Is Sandra in the garden? no 10 +13 Sandra went to the bedroom. +14 Mary moved to the kitchen. +15 Is John in the kitchen? yes 11 +1 Sandra journeyed to the kitchen. +2 Sandra went back to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 Sandra travelled to the office. +5 Daniel went to the hallway. +6 Is Sandra in the garden? no 4 +7 Daniel moved to the garden. +8 John went to the hallway. +9 Is Sandra in the garden? no 4 +10 Daniel grabbed the milk there. +11 Sandra went back to the hallway. +12 Is John in the office? no 8 +13 Mary moved to the kitchen. +14 Daniel put down the milk there. +15 Is Mary in the hallway? no 13 +1 Daniel moved to the office. +2 Daniel went back to the garden. +3 Is Daniel in the bathroom? no 2 +4 Daniel took the football there. +5 John went to the garden. +6 Is John in the bathroom? no 5 +7 John picked up the milk there. +8 Mary went to the hallway. +9 Is John in the garden? yes 5 +10 John put down the milk. +11 Mary moved to the kitchen. +12 Is Mary in the kitchen? yes 11 +13 Mary went to the hallway. +14 Daniel picked up the milk there. +15 Is Mary in the office? no 13 +1 Mary grabbed the football there. +2 Mary dropped the football. +3 Daniel travelled to the bathroom. +4 Daniel travelled to the office. +5 Is Daniel in the office? yes 4 +6 Mary went back to the hallway. +7 Mary went back to the office. +8 Is Daniel in the hallway? no 4 +9 Daniel journeyed to the bathroom. +10 John went to the bedroom. +11 Is John in the bedroom? yes 10 +12 Sandra went back to the bedroom. +13 John took the milk there. +14 Is Sandra in the bedroom? yes 12 +15 Mary journeyed to the garden. +16 Sandra travelled to the garden. +17 Is Sandra in the garden? yes 16 +1 Mary took the apple there. +2 Sandra went to the bedroom. +3 Is Sandra in the bathroom? no 2 +4 Sandra went to the hallway. +5 Mary went to the garden. +6 Is Mary in the garden? yes 5 +7 Mary left the apple there. +8 Mary took the football there. +9 Is Sandra in the hallway? yes 4 +10 Daniel took the apple there. +11 Daniel journeyed to the bathroom. +12 Is Mary in the kitchen? no 5 +13 Sandra travelled to the kitchen. +14 Mary dropped the football. +15 Is Sandra in the bathroom? no 13 +1 John went back to the bedroom. +2 John went to the garden. +3 Is John in the garden? yes 2 +4 Sandra journeyed to the hallway. +5 Daniel travelled to the bathroom. +6 Is John in the bathroom? no 2 +7 John travelled to the bathroom. +8 John travelled to the kitchen. +9 Is John in the bathroom? no 8 +10 Daniel travelled to the office. +11 Daniel went to the garden. +12 Is John in the kitchen? yes 8 +13 Mary went to the kitchen. +14 Daniel moved to the bathroom. +15 Is Daniel in the bathroom? yes 14 +1 Sandra went back to the bedroom. +2 Daniel journeyed to the garden. +3 Is Daniel in the garden? yes 2 +4 Sandra travelled to the garden. +5 Daniel went back to the office. +6 Is Daniel in the office? yes 5 +7 Sandra got the apple there. +8 Sandra journeyed to the bathroom. +9 Is Daniel in the kitchen? no 5 +10 Mary moved to the kitchen. +11 Sandra went to the bedroom. +12 Is Sandra in the bedroom? yes 11 +13 John went back to the bedroom. +14 John went back to the bathroom. +15 Is Sandra in the garden? no 11 +1 Sandra went to the kitchen. +2 Mary picked up the football there. +3 Is Sandra in the garden? no 1 +4 Mary journeyed to the garden. +5 Mary travelled to the bedroom. +6 Is Sandra in the kitchen? yes 1 +7 Sandra travelled to the office. +8 Mary moved to the garden. +9 Is Mary in the office? no 8 +10 Sandra journeyed to the garden. +11 John went to the garden. +12 Is Mary in the garden? yes 8 +13 Daniel journeyed to the bathroom. +14 Mary took the milk there. +15 Is Daniel in the kitchen? no 13 +1 Daniel went back to the garden. +2 Sandra got the apple there. +3 Is Daniel in the hallway? no 1 +4 Mary went to the office. +5 John moved to the hallway. +6 Is John in the bathroom? no 5 +7 Mary went back to the bathroom. +8 Sandra journeyed to the kitchen. +9 Is Mary in the office? no 7 +10 Mary went back to the bedroom. +11 Daniel moved to the hallway. +12 Is Mary in the bedroom? yes 10 +13 Daniel travelled to the bathroom. +14 Mary travelled to the hallway. +15 Is Mary in the office? no 14 +1 Daniel travelled to the garden. +2 John went to the garden. +3 Is Daniel in the bathroom? no 1 +4 Daniel travelled to the kitchen. +5 John got the apple there. +6 Is John in the bathroom? no 2 +7 John discarded the apple. +8 John took the apple there. +9 Is John in the kitchen? no 2 +10 John discarded the apple there. +11 John journeyed to the hallway. +12 Is John in the kitchen? no 11 +13 John journeyed to the bathroom. +14 Sandra went to the kitchen. +15 Is John in the bedroom? no 13 +1 Sandra got the milk there. +2 John went to the garden. +3 Is John in the garden? yes 2 +4 Sandra travelled to the hallway. +5 Sandra discarded the milk. +6 Is Sandra in the bathroom? no 4 +7 Sandra picked up the milk there. +8 Daniel journeyed to the garden. +9 Is John in the garden? yes 2 +10 Daniel moved to the kitchen. +11 Mary went back to the garden. +12 Is Daniel in the office? no 10 +13 Sandra dropped the milk. +14 Sandra took the milk there. +15 Is Daniel in the bedroom? no 10 +1 John went to the garden. +2 John moved to the hallway. +3 Is John in the office? no 2 +4 Sandra got the milk there. +5 Mary journeyed to the kitchen. +6 Is John in the garden? no 2 +7 Daniel went to the bathroom. +8 Sandra left the milk. +9 Is Mary in the bedroom? no 5 +10 Mary went to the bathroom. +11 Daniel went back to the garden. +12 Is Mary in the office? no 10 +13 Sandra grabbed the milk there. +14 Sandra dropped the milk. +15 Is Daniel in the garden? yes 11 +1 John moved to the hallway. +2 Daniel travelled to the bedroom. +3 Is John in the bathroom? no 1 +4 Daniel went to the bathroom. +5 Mary went back to the office. +6 Is John in the kitchen? no 1 +7 Sandra went back to the office. +8 John went to the bedroom. +9 Is Sandra in the office? yes 7 +10 John travelled to the office. +11 Mary grabbed the football there. +12 Is John in the hallway? no 10 +13 Daniel took the milk there. +14 Mary left the football. +15 Is John in the kitchen? no 10 +1 Sandra went back to the bedroom. +2 John journeyed to the office. +3 Is Sandra in the office? no 1 +4 Sandra travelled to the hallway. +5 Daniel got the milk there. +6 Is Sandra in the bathroom? no 4 +7 Daniel journeyed to the hallway. +8 Sandra picked up the football there. +9 Is John in the bedroom? no 2 +10 Daniel left the milk. +11 Mary travelled to the garden. +12 Is Daniel in the hallway? yes 7 +13 Daniel travelled to the office. +14 Daniel went to the bathroom. +15 Is Mary in the garden? yes 11 +1 John picked up the football there. +2 Mary journeyed to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 John journeyed to the hallway. +5 John went to the bedroom. +6 Is Mary in the office? no 2 +7 Daniel grabbed the apple there. +8 Daniel left the apple there. +9 Is John in the bedroom? yes 5 +10 Sandra went to the garden. +11 Sandra moved to the office. +12 Is Sandra in the office? yes 11 +13 John moved to the kitchen. +14 Sandra went to the kitchen. +15 Is John in the bedroom? no 13 +1 Daniel picked up the football there. +2 Daniel went to the kitchen. +3 Is Daniel in the bedroom? no 2 +4 John got the milk there. +5 John left the milk there. +6 Is Daniel in the bedroom? no 2 +7 John picked up the apple there. +8 Mary went back to the kitchen. +9 Is Mary in the kitchen? yes 8 +10 Mary journeyed to the bathroom. +11 Daniel journeyed to the bedroom. +12 Is Mary in the kitchen? no 10 +13 Daniel went to the hallway. +14 Sandra moved to the hallway. +15 Is Daniel in the garden? no 13 +1 John went back to the bathroom. +2 John went to the office. +3 Is John in the bedroom? no 2 +4 John took the football there. +5 John went to the garden. +6 Is John in the office? no 5 +7 John journeyed to the office. +8 Mary moved to the office. +9 Is John in the office? yes 7 +10 John got the apple there. +11 John went back to the bedroom. +12 Is John in the office? no 11 +13 Mary went back to the bathroom. +14 Daniel went back to the garden. +15 Is John in the bedroom? yes 11 +1 John moved to the bathroom. +2 Daniel moved to the bedroom. +3 Is Daniel in the garden? no 2 +4 John took the milk there. +5 Sandra travelled to the bedroom. +6 Is John in the hallway? no 1 +7 John dropped the milk. +8 Daniel picked up the football there. +9 Is Sandra in the bedroom? yes 5 +10 John got the milk there. +11 Daniel went back to the garden. +12 Is Sandra in the garden? no 5 +13 Mary picked up the apple there. +14 Sandra moved to the office. +15 Is Daniel in the bedroom? no 11 +1 Mary went to the office. +2 Sandra picked up the football there. +3 Is Mary in the office? yes 1 +4 Daniel travelled to the office. +5 Sandra took the milk there. +6 Is Daniel in the office? yes 4 +7 Daniel journeyed to the hallway. +8 Daniel moved to the bathroom. +9 Is Daniel in the bathroom? yes 8 +10 Mary journeyed to the bedroom. +11 Sandra discarded the milk there. +12 Is Daniel in the bathroom? yes 8 +13 Mary picked up the apple there. +14 Daniel went back to the bedroom. +15 Is Daniel in the bathroom? no 14 +1 Sandra moved to the garden. +2 Mary went to the garden. +3 Is Mary in the office? no 2 +4 John went to the kitchen. +5 John picked up the apple there. +6 Is John in the kitchen? yes 4 +7 Daniel went to the office. +8 Daniel went back to the kitchen. +9 Is Daniel in the bedroom? no 8 +10 Daniel went back to the hallway. +11 Mary went back to the office. +12 Is Mary in the office? yes 11 +13 Daniel travelled to the office. +14 Mary took the football there. +15 Is Daniel in the garden? no 13 +1 Mary went to the office. +2 John picked up the apple there. +3 Is Mary in the garden? no 1 +4 Mary travelled to the bedroom. +5 John left the apple. +6 Is Mary in the bathroom? no 4 +7 Mary travelled to the office. +8 Mary went to the kitchen. +9 Is Mary in the hallway? no 8 +10 John grabbed the apple there. +11 John put down the apple. +12 Is Mary in the garden? no 8 +13 Sandra moved to the hallway. +14 Mary grabbed the football there. +15 Is Mary in the office? no 8 +1 Mary journeyed to the office. +2 John picked up the milk there. +3 Is Mary in the office? yes 1 +4 Mary went to the bathroom. +5 John went back to the office. +6 Is Mary in the garden? no 4 +7 John dropped the milk. +8 John moved to the bathroom. +9 Is Mary in the bathroom? yes 4 +10 Sandra went to the hallway. +11 Daniel went back to the kitchen. +12 Is John in the office? no 8 +13 Sandra took the football there. +14 Sandra left the football. +15 Is Daniel in the kitchen? yes 11 +1 Mary picked up the football there. +2 Mary put down the football. +3 John grabbed the milk there. +4 John left the milk. +5 Mary moved to the hallway. +6 John moved to the bedroom. +7 Is John in the bedroom? yes 6 +8 John went to the garden. +9 John picked up the football there. +10 Is John in the bathroom? no 8 +11 Daniel journeyed to the hallway. +12 John discarded the football there. +13 Is John in the kitchen? no 8 +14 Sandra went back to the hallway. +15 John moved to the kitchen. +16 Is Sandra in the bedroom? no 14 +17 John went to the hallway. +18 Mary journeyed to the bedroom. +19 Is John in the bedroom? no 17 +1 Sandra travelled to the garden. +2 Daniel grabbed the football there. +3 Is Sandra in the hallway? no 1 +4 John journeyed to the hallway. +5 Daniel moved to the office. +6 Is Sandra in the kitchen? no 1 +7 Daniel went to the garden. +8 Mary travelled to the garden. +9 Is Daniel in the bathroom? no 7 +10 John travelled to the bedroom. +11 Mary travelled to the bathroom. +12 Is Mary in the hallway? no 11 +13 John travelled to the office. +14 John picked up the apple there. +15 Is Mary in the office? no 11 +1 Sandra moved to the garden. +2 John travelled to the kitchen. +3 Is John in the kitchen? yes 2 +4 Sandra went to the hallway. +5 Sandra travelled to the office. +6 Is Sandra in the office? yes 5 +7 Daniel moved to the garden. +8 Daniel grabbed the apple there. +9 Is John in the kitchen? yes 2 +10 Mary journeyed to the office. +11 Mary moved to the bedroom. +12 Is Daniel in the hallway? no 7 +13 John went back to the bathroom. +14 Daniel went to the hallway. +15 Is Mary in the hallway? no 11 +1 Daniel journeyed to the hallway. +2 Mary went to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 John travelled to the kitchen. +5 Sandra travelled to the kitchen. +6 Is John in the kitchen? yes 4 +7 Daniel took the milk there. +8 Daniel moved to the kitchen. +9 Is Daniel in the garden? no 8 +10 Mary moved to the garden. +11 Mary travelled to the hallway. +12 Is Sandra in the kitchen? yes 5 +13 Daniel put down the milk. +14 John took the milk there. +15 Is Daniel in the kitchen? yes 8 +1 Mary picked up the apple there. +2 Mary put down the apple. +3 Mary travelled to the kitchen. +4 John travelled to the kitchen. +5 Is John in the kitchen? yes 4 +6 Daniel moved to the office. +7 John went to the garden. +8 Is Daniel in the kitchen? no 6 +9 Sandra grabbed the milk there. +10 John grabbed the football there. +11 Is John in the hallway? no 7 +12 John left the football. +13 Sandra went back to the bathroom. +14 Is Sandra in the kitchen? no 13 +15 Sandra discarded the milk. +16 Sandra grabbed the milk there. +17 Is Sandra in the office? no 13 +1 Daniel went to the bedroom. +2 Sandra moved to the bedroom. +3 Is Daniel in the bedroom? yes 1 +4 Sandra moved to the garden. +5 Daniel went back to the garden. +6 Is Sandra in the office? no 4 +7 Sandra went to the hallway. +8 Sandra went back to the bedroom. +9 Is Sandra in the garden? no 8 +10 John went to the garden. +11 Daniel went back to the hallway. +12 Is Daniel in the kitchen? no 11 +13 Mary travelled to the garden. +14 Sandra moved to the garden. +15 Is Sandra in the garden? yes 14 +1 Mary moved to the bathroom. +2 Sandra picked up the apple there. +3 Is Mary in the bathroom? yes 1 +4 Sandra went to the bedroom. +5 Sandra moved to the kitchen. +6 Is Mary in the bathroom? yes 1 +7 Sandra went to the hallway. +8 Sandra put down the apple. +9 Is Sandra in the bedroom? no 7 +10 Sandra grabbed the apple there. +11 Sandra went back to the bedroom. +12 Is Sandra in the bathroom? no 11 +13 Sandra put down the apple there. +14 Daniel went to the bedroom. +15 Is Sandra in the office? no 11 +1 Sandra moved to the kitchen. +2 Daniel grabbed the milk there. +3 Is Sandra in the office? no 1 +4 Sandra went to the bedroom. +5 Mary took the apple there. +6 Is Sandra in the garden? no 4 +7 Mary left the apple. +8 Mary got the apple there. +9 Is Sandra in the bedroom? yes 4 +10 Mary discarded the apple there. +11 Mary got the apple there. +12 Mary dropped the apple. +13 John went back to the bedroom. +14 Is John in the bedroom? yes 13 +15 Mary travelled to the office. +16 Daniel travelled to the bedroom. +17 Is Daniel in the kitchen? no 16 +1 Mary went back to the bedroom. +2 Daniel travelled to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Sandra travelled to the kitchen. +5 Mary travelled to the office. +6 Is Sandra in the bedroom? no 4 +7 Mary moved to the garden. +8 Daniel moved to the garden. +9 Is Daniel in the garden? yes 8 +10 Sandra went back to the bathroom. +11 Daniel took the milk there. +12 Is Mary in the garden? yes 7 +13 Sandra journeyed to the office. +14 Daniel dropped the milk. +15 Is Daniel in the bathroom? no 8 +1 Sandra grabbed the football there. +2 Daniel travelled to the garden. +3 Is Daniel in the garden? yes 2 +4 John moved to the office. +5 John travelled to the kitchen. +6 Is John in the kitchen? yes 5 +7 Mary travelled to the bedroom. +8 John went to the bathroom. +9 Is Mary in the bedroom? yes 7 +10 Sandra dropped the football. +11 Sandra went back to the office. +12 Is Sandra in the bedroom? no 11 +13 John moved to the hallway. +14 Daniel went back to the bathroom. +15 Is John in the office? no 13 +1 Mary moved to the garden. +2 Mary moved to the bedroom. +3 Is Mary in the hallway? no 2 +4 Daniel got the milk there. +5 John went to the bathroom. +6 Is Mary in the bedroom? yes 2 +7 Sandra went to the hallway. +8 Daniel put down the milk. +9 Is Sandra in the hallway? yes 7 +10 Daniel grabbed the milk there. +11 John went to the bedroom. +12 Is John in the bathroom? no 11 +13 Sandra journeyed to the bathroom. +14 Daniel left the milk. +15 Is Sandra in the garden? no 13 +1 John went to the kitchen. +2 Mary travelled to the kitchen. +3 Is Mary in the kitchen? yes 2 +4 Mary went to the bathroom. +5 Mary travelled to the office. +6 Is Mary in the office? yes 5 +7 John went to the bedroom. +8 John travelled to the bathroom. +9 Is Mary in the kitchen? no 5 +10 Daniel journeyed to the garden. +11 Daniel went back to the office. +12 Is John in the bathroom? yes 8 +13 Mary grabbed the football there. +14 Daniel went back to the bedroom. +15 Is Daniel in the bedroom? yes 14 +1 Sandra journeyed to the bathroom. +2 Daniel took the milk there. +3 Is Sandra in the hallway? no 1 +4 John moved to the bathroom. +5 Sandra went back to the hallway. +6 Is Sandra in the office? no 5 +7 Sandra travelled to the bedroom. +8 Mary grabbed the apple there. +9 Is Sandra in the bedroom? yes 7 +10 John journeyed to the office. +11 Sandra went back to the bathroom. +12 Is Sandra in the bathroom? yes 11 +13 Daniel put down the milk there. +14 John got the milk there. +15 Is Sandra in the kitchen? no 11 +1 Daniel travelled to the hallway. +2 Mary went back to the hallway. +3 Is Mary in the garden? no 2 +4 Daniel travelled to the bedroom. +5 John went to the bedroom. +6 Is John in the bathroom? no 5 +7 Sandra went back to the garden. +8 Mary grabbed the milk there. +9 Is Sandra in the office? no 7 +10 Mary got the apple there. +11 Daniel journeyed to the office. +12 Is John in the bathroom? no 5 +13 John went to the hallway. +14 Sandra journeyed to the bedroom. +15 Is Sandra in the bedroom? yes 14 +1 Mary moved to the bathroom. +2 Daniel went back to the bedroom. +3 Is Mary in the bathroom? yes 1 +4 John journeyed to the kitchen. +5 John moved to the garden. +6 Is Mary in the hallway? no 1 +7 Sandra travelled to the office. +8 Sandra got the football there. +9 Is Sandra in the office? yes 7 +10 Mary took the apple there. +11 Daniel got the milk there. +12 Is Sandra in the office? yes 7 +13 Mary went to the kitchen. +14 Daniel discarded the milk. +15 Is Mary in the kitchen? yes 13 +1 Mary took the milk there. +2 Sandra picked up the football there. +3 Sandra went back to the bedroom. +4 Daniel journeyed to the office. +5 Is Sandra in the bedroom? yes 3 +6 Mary put down the milk there. +7 John moved to the bedroom. +8 Is John in the bedroom? yes 7 +9 Sandra travelled to the office. +10 Daniel went to the garden. +11 Is Daniel in the hallway? no 10 +12 John journeyed to the office. +13 Sandra moved to the kitchen. +14 Is Daniel in the garden? yes 10 +15 Mary journeyed to the garden. +16 Mary went to the bathroom. +17 Is Sandra in the office? no 13 +1 John went back to the office. +2 Sandra moved to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 Mary journeyed to the garden. +5 John moved to the garden. +6 Is John in the bathroom? no 5 +7 John grabbed the apple there. +8 Sandra went to the bedroom. +9 Is Sandra in the bedroom? yes 8 +10 John dropped the apple. +11 Mary picked up the apple there. +12 Is Sandra in the kitchen? no 8 +13 Mary discarded the apple. +14 Sandra moved to the garden. +15 Is Sandra in the garden? yes 14 +1 John grabbed the apple there. +2 Mary travelled to the hallway. +3 Is Mary in the hallway? yes 2 +4 John travelled to the bathroom. +5 Daniel moved to the bathroom. +6 Is Mary in the bedroom? no 2 +7 Mary went back to the bathroom. +8 Mary went to the kitchen. +9 Is Mary in the kitchen? yes 8 +10 Daniel went to the kitchen. +11 Mary journeyed to the bedroom. +12 Is Mary in the office? no 11 +13 Sandra journeyed to the hallway. +14 John discarded the apple. +15 Is Sandra in the hallway? yes 13 +1 John journeyed to the kitchen. +2 Mary picked up the football there. +3 Is John in the hallway? no 1 +4 John picked up the apple there. +5 John went to the office. +6 Is John in the office? yes 5 +7 Mary went to the hallway. +8 Mary left the football. +9 Is Mary in the hallway? yes 7 +10 John discarded the apple. +11 John took the milk there. +12 Is John in the bathroom? no 5 +13 John took the apple there. +14 Daniel went to the office. +15 Is Daniel in the office? yes 14 +1 Sandra picked up the football there. +2 Mary journeyed to the garden. +3 Is Mary in the hallway? no 2 +4 Mary went back to the office. +5 Sandra went to the office. +6 Is Mary in the office? yes 4 +7 Sandra dropped the football. +8 Mary journeyed to the hallway. +9 Is Sandra in the kitchen? no 5 +10 John journeyed to the hallway. +11 Mary travelled to the kitchen. +12 Is Mary in the kitchen? yes 11 +13 John moved to the office. +14 Sandra moved to the bathroom. +15 Is John in the office? yes 13 +1 Mary travelled to the hallway. +2 Mary went to the office. +3 Is Mary in the office? yes 2 +4 Sandra went back to the hallway. +5 John travelled to the garden. +6 Is John in the office? no 5 +7 John went to the bedroom. +8 Sandra went to the office. +9 Is Mary in the office? yes 2 +10 John went back to the hallway. +11 John went to the office. +12 Is John in the office? yes 11 +13 Mary travelled to the hallway. +14 Mary went back to the bathroom. +15 Is Mary in the bathroom? yes 14 +1 Sandra picked up the milk there. +2 Sandra put down the milk. +3 Mary journeyed to the office. +4 Sandra took the milk there. +5 Is Mary in the office? yes 3 +6 Mary got the apple there. +7 Mary moved to the bathroom. +8 Is Mary in the bathroom? yes 7 +9 Sandra put down the milk. +10 Mary left the apple. +11 Is Mary in the bathroom? yes 7 +12 Mary got the apple there. +13 Sandra took the milk there. +14 Is Mary in the bathroom? yes 7 +15 Sandra put down the milk. +16 John went to the office. +17 Is John in the office? yes 16 +1 John went to the bathroom. +2 John got the football there. +3 Is John in the bathroom? yes 1 +4 Mary went back to the bedroom. +5 Sandra journeyed to the bathroom. +6 Is Mary in the bedroom? yes 4 +7 Daniel went to the bedroom. +8 John went to the kitchen. +9 Is Sandra in the kitchen? no 5 +10 Mary went to the bathroom. +11 John took the milk there. +12 Is Daniel in the kitchen? no 7 +13 Sandra went back to the office. +14 Daniel moved to the office. +15 Is Daniel in the office? yes 14 +1 Sandra grabbed the milk there. +2 Sandra put down the milk. +3 Sandra journeyed to the hallway. +4 Daniel went to the bedroom. +5 Is Daniel in the bedroom? yes 4 +6 Daniel journeyed to the kitchen. +7 John travelled to the garden. +8 Is Daniel in the bedroom? no 6 +9 John picked up the football there. +10 John travelled to the bathroom. +11 Is Daniel in the garden? no 6 +12 Mary travelled to the office. +13 Daniel moved to the hallway. +14 Is John in the bathroom? yes 10 +15 Daniel went back to the bathroom. +16 Mary grabbed the milk there. +17 Is Mary in the bedroom? no 12 +1 Mary went to the bathroom. +2 Daniel grabbed the apple there. +3 Is Mary in the bathroom? yes 1 +4 Daniel went back to the bedroom. +5 Daniel got the milk there. +6 Is Daniel in the garden? no 4 +7 Daniel put down the milk. +8 Mary went to the garden. +9 Is Mary in the garden? yes 8 +10 Daniel grabbed the milk there. +11 Daniel travelled to the hallway. +12 Is Daniel in the bedroom? no 11 +13 Daniel took the football there. +14 Sandra went to the office. +15 Is Mary in the garden? yes 8 +1 Mary got the football there. +2 Sandra got the apple there. +3 Sandra discarded the apple. +4 Mary left the football. +5 Sandra grabbed the apple there. +6 Sandra left the apple. +7 Sandra picked up the apple there. +8 Sandra journeyed to the hallway. +9 Is Sandra in the hallway? yes 8 +10 Mary moved to the garden. +11 Sandra travelled to the kitchen. +12 Is Sandra in the kitchen? yes 11 +13 John went back to the garden. +14 Mary journeyed to the office. +15 Is Mary in the office? yes 14 +16 John travelled to the office. +17 Sandra went back to the hallway. +18 Is John in the office? yes 16 +19 Sandra dropped the apple. +20 Sandra grabbed the apple there. +21 Is John in the kitchen? no 16 +1 Daniel went to the hallway. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 John went to the kitchen. +5 Daniel took the football there. +6 Is Daniel in the hallway? no 2 +7 Sandra took the apple there. +8 John travelled to the garden. +9 Is John in the garden? yes 8 +10 John moved to the bedroom. +11 Daniel put down the football. +12 Is John in the bathroom? no 10 +13 Sandra discarded the apple. +14 John got the football there. +15 Is John in the bedroom? yes 10 +1 John moved to the bedroom. +2 John went to the hallway. +3 Is John in the hallway? yes 2 +4 Daniel grabbed the football there. +5 Mary went back to the kitchen. +6 Is Mary in the bedroom? no 5 +7 Mary grabbed the apple there. +8 Daniel moved to the bedroom. +9 Is Mary in the kitchen? yes 5 +10 John travelled to the bathroom. +11 John journeyed to the hallway. +12 Is John in the hallway? yes 11 +13 Mary discarded the apple. +14 Mary travelled to the bedroom. +15 Is Mary in the bedroom? yes 14 +1 Mary moved to the bathroom. +2 Daniel moved to the bathroom. +3 Is Mary in the kitchen? no 1 +4 Sandra grabbed the apple there. +5 Mary went to the hallway. +6 Is Mary in the hallway? yes 5 +7 Daniel moved to the bedroom. +8 John picked up the football there. +9 Is Daniel in the garden? no 7 +10 Sandra went back to the kitchen. +11 Sandra travelled to the bedroom. +12 Is Mary in the kitchen? no 5 +13 John moved to the bedroom. +14 Mary journeyed to the office. +15 Is Sandra in the hallway? no 11 +1 Daniel got the milk there. +2 John moved to the bathroom. +3 Is John in the bathroom? yes 2 +4 Daniel travelled to the garden. +5 Daniel dropped the milk. +6 Is John in the hallway? no 2 +7 Sandra picked up the milk there. +8 Sandra went back to the bathroom. +9 Is Daniel in the garden? yes 4 +10 Sandra went back to the hallway. +11 Mary went to the hallway. +12 Is Mary in the garden? no 11 +13 John went back to the hallway. +14 Mary went back to the kitchen. +15 Is Mary in the kitchen? yes 14 +1 Sandra got the milk there. +2 Daniel went to the kitchen. +3 Is Daniel in the bathroom? no 2 +4 John journeyed to the bathroom. +5 Daniel went to the office. +6 Is Daniel in the kitchen? no 5 +7 Sandra dropped the milk. +8 Sandra picked up the milk there. +9 Is John in the bedroom? no 4 +10 Sandra travelled to the bedroom. +11 Sandra journeyed to the bathroom. +12 Is Sandra in the bathroom? yes 11 +13 John moved to the bedroom. +14 John travelled to the garden. +15 Is John in the garden? yes 14 +1 Mary went to the bedroom. +2 John moved to the kitchen. +3 Is John in the office? no 2 +4 John travelled to the office. +5 Mary journeyed to the hallway. +6 Is John in the office? yes 4 +7 Sandra moved to the kitchen. +8 Daniel grabbed the apple there. +9 Is John in the kitchen? no 4 +10 John journeyed to the bathroom. +11 Daniel travelled to the kitchen. +12 Is Sandra in the hallway? no 7 +13 John went to the hallway. +14 Sandra moved to the garden. +15 Is John in the bedroom? no 13 +1 Sandra travelled to the bathroom. +2 Mary travelled to the garden. +3 Is Mary in the garden? yes 2 +4 John went to the bathroom. +5 Daniel moved to the bathroom. +6 Is Sandra in the bathroom? yes 1 +7 Sandra travelled to the bedroom. +8 Daniel went to the kitchen. +9 Is Mary in the garden? yes 2 +10 John journeyed to the hallway. +11 Mary journeyed to the bathroom. +12 Is Sandra in the bedroom? yes 7 +13 Daniel went back to the bathroom. +14 Sandra got the football there. +15 Is Mary in the bathroom? yes 11 +1 Mary travelled to the bedroom. +2 John went back to the bathroom. +3 Is John in the bathroom? yes 2 +4 Daniel went to the kitchen. +5 Sandra went back to the kitchen. +6 Is Mary in the office? no 1 +7 John travelled to the garden. +8 Sandra journeyed to the office. +9 Is John in the office? no 7 +10 Sandra went to the bedroom. +11 Daniel went back to the hallway. +12 Is Sandra in the kitchen? no 10 +13 Sandra took the milk there. +14 John went back to the hallway. +15 Is John in the hallway? yes 14 +1 John moved to the bathroom. +2 Sandra picked up the apple there. +3 Is John in the garden? no 1 +4 Mary went to the bedroom. +5 Mary moved to the hallway. +6 Is Mary in the hallway? yes 5 +7 Mary moved to the garden. +8 Sandra went to the bathroom. +9 Is Mary in the bathroom? no 7 +10 Mary grabbed the football there. +11 Sandra left the apple. +12 Is Mary in the garden? yes 7 +13 Daniel travelled to the garden. +14 Daniel moved to the kitchen. +15 Is Daniel in the kitchen? yes 14 +1 Sandra moved to the office. +2 Sandra journeyed to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Daniel journeyed to the kitchen. +5 John moved to the garden. +6 Is John in the garden? yes 5 +7 Mary travelled to the kitchen. +8 Sandra went to the bathroom. +9 Is Sandra in the office? no 8 +10 Mary journeyed to the hallway. +11 Sandra got the football there. +12 Is Mary in the bathroom? no 10 +13 Mary journeyed to the kitchen. +14 Daniel went back to the hallway. +15 Is Sandra in the bedroom? no 8 +1 Mary journeyed to the kitchen. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the bathroom? no 2 +4 John got the apple there. +5 Sandra went back to the hallway. +6 Is Mary in the kitchen? yes 1 +7 John left the apple. +8 Sandra went back to the bedroom. +9 Is Daniel in the kitchen? no 2 +10 Sandra went to the kitchen. +11 Mary travelled to the office. +12 Is Mary in the office? yes 11 +13 John picked up the apple there. +14 John put down the apple. +15 Is Mary in the kitchen? no 11 +1 John moved to the hallway. +2 Sandra went back to the office. +3 Is John in the hallway? yes 1 +4 John grabbed the football there. +5 John journeyed to the office. +6 Is Sandra in the garden? no 2 +7 John took the apple there. +8 Mary went back to the office. +9 Is John in the office? yes 5 +10 John left the apple. +11 Daniel went back to the bathroom. +12 Is Mary in the office? yes 8 +13 John moved to the garden. +14 Sandra grabbed the apple there. +15 Is Mary in the office? yes 8 +1 Mary went back to the bathroom. +2 Sandra journeyed to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Daniel travelled to the bedroom. +5 John journeyed to the bathroom. +6 Is Daniel in the bathroom? no 4 +7 John moved to the office. +8 John travelled to the bedroom. +9 Is John in the garden? no 8 +10 John travelled to the kitchen. +11 Sandra travelled to the hallway. +12 Is John in the kitchen? yes 10 +13 Mary travelled to the garden. +14 Sandra got the milk there. +15 Is Mary in the garden? yes 13 +1 Daniel travelled to the hallway. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Daniel moved to the kitchen. +5 Sandra went to the bathroom. +6 Is Daniel in the office? no 4 +7 Sandra went to the kitchen. +8 Sandra took the milk there. +9 Is Daniel in the kitchen? yes 4 +10 John went back to the hallway. +11 Sandra put down the milk. +12 Is John in the hallway? yes 10 +13 Daniel took the milk there. +14 Mary moved to the hallway. +15 Is John in the kitchen? no 10 +1 Sandra went back to the hallway. +2 Mary went back to the garden. +3 Is Sandra in the hallway? yes 1 +4 Daniel took the football there. +5 Sandra travelled to the garden. +6 Is Sandra in the kitchen? no 5 +7 Mary moved to the bathroom. +8 John journeyed to the office. +9 Is Sandra in the garden? yes 5 +10 John went back to the garden. +11 Daniel dropped the football. +12 Is John in the hallway? no 10 +13 Mary went to the garden. +14 John went to the bathroom. +15 Is John in the bathroom? yes 14 +1 Mary picked up the football there. +2 Sandra travelled to the office. +3 Is Sandra in the garden? no 2 +4 Sandra travelled to the garden. +5 Sandra picked up the apple there. +6 Is Sandra in the garden? yes 4 +7 John went to the bathroom. +8 John journeyed to the bedroom. +9 Is John in the kitchen? no 8 +10 John journeyed to the garden. +11 Mary journeyed to the kitchen. +12 Is John in the bedroom? no 10 +13 Sandra travelled to the hallway. +14 Sandra discarded the apple. +15 Is John in the garden? yes 10 +1 John got the apple there. +2 John moved to the bathroom. +3 Is John in the bathroom? yes 2 +4 Mary journeyed to the hallway. +5 Sandra journeyed to the garden. +6 Is Sandra in the bathroom? no 5 +7 Mary journeyed to the bathroom. +8 Sandra went to the bedroom. +9 Is John in the bedroom? no 2 +10 Mary moved to the garden. +11 John went to the office. +12 Is John in the garden? no 11 +13 John travelled to the bathroom. +14 Daniel travelled to the office. +15 Is John in the office? no 13 +1 Daniel took the apple there. +2 John journeyed to the office. +3 Is John in the garden? no 2 +4 Sandra journeyed to the office. +5 Daniel put down the apple. +6 Is Sandra in the office? yes 4 +7 Sandra grabbed the milk there. +8 Sandra put down the milk. +9 Is John in the bathroom? no 2 +10 Sandra travelled to the hallway. +11 Mary went back to the garden. +12 Is Sandra in the hallway? yes 10 +13 Daniel took the apple there. +14 Sandra went to the bathroom. +15 Is Sandra in the bathroom? yes 14 +1 Mary moved to the garden. +2 Mary journeyed to the kitchen. +3 Is Mary in the bedroom? no 2 +4 Mary went back to the bedroom. +5 Daniel went back to the office. +6 Is Mary in the kitchen? no 4 +7 Daniel got the apple there. +8 Daniel went to the kitchen. +9 Is Mary in the office? no 4 +10 Sandra went back to the kitchen. +11 Daniel left the apple. +12 Is Daniel in the hallway? no 8 +13 Sandra went to the bathroom. +14 John went back to the bathroom. +15 Is John in the office? no 14 +1 Sandra journeyed to the office. +2 Daniel took the apple there. +3 Is Sandra in the garden? no 1 +4 Sandra picked up the milk there. +5 Daniel went back to the garden. +6 Is Sandra in the office? yes 1 +7 Sandra put down the milk. +8 Sandra picked up the milk there. +9 Is Daniel in the kitchen? no 5 +10 Mary went to the bedroom. +11 Daniel went to the bedroom. +12 Is Mary in the bedroom? yes 10 +13 Daniel put down the apple. +14 Sandra discarded the milk. +15 Is Daniel in the bathroom? no 11 +1 John journeyed to the kitchen. +2 John travelled to the hallway. +3 Is John in the bathroom? no 2 +4 Daniel moved to the bathroom. +5 John went to the garden. +6 Is John in the garden? yes 5 +7 Daniel went to the hallway. +8 Daniel moved to the bathroom. +9 Is John in the bedroom? no 5 +10 John went to the office. +11 Sandra travelled to the bathroom. +12 Is Daniel in the bathroom? yes 8 +13 Mary went to the bathroom. +14 Mary moved to the kitchen. +15 Is Daniel in the hallway? no 8 +1 Sandra picked up the football there. +2 Sandra journeyed to the garden. +3 Is Sandra in the garden? yes 2 +4 Mary grabbed the apple there. +5 Daniel went to the hallway. +6 Is Daniel in the bathroom? no 5 +7 Mary travelled to the office. +8 John travelled to the garden. +9 Is Mary in the hallway? no 7 +10 John journeyed to the bedroom. +11 Sandra put down the football. +12 Is John in the garden? no 10 +13 Sandra journeyed to the hallway. +14 Sandra travelled to the kitchen. +15 Is John in the garden? no 10 +1 John moved to the office. +2 Sandra travelled to the garden. +3 Is John in the office? yes 1 +4 Daniel went to the garden. +5 Mary went to the garden. +6 Is John in the office? yes 1 +7 Daniel went to the bathroom. +8 Mary travelled to the bathroom. +9 Is Daniel in the bathroom? yes 7 +10 Sandra moved to the bedroom. +11 Sandra journeyed to the office. +12 Is Sandra in the office? yes 11 +13 Mary journeyed to the hallway. +14 Mary took the milk there. +15 Is Sandra in the office? yes 11 +1 Daniel grabbed the milk there. +2 Daniel travelled to the kitchen. +3 Is Daniel in the bedroom? no 2 +4 Daniel discarded the milk. +5 Mary travelled to the office. +6 Is Daniel in the bathroom? no 2 +7 Mary travelled to the bedroom. +8 Daniel journeyed to the garden. +9 Is Daniel in the bathroom? no 8 +10 Daniel went to the bedroom. +11 Mary journeyed to the garden. +12 Is Mary in the garden? yes 11 +13 Daniel went to the hallway. +14 Daniel moved to the office. +15 Is Daniel in the bedroom? no 14 +1 Daniel went back to the bathroom. +2 Sandra got the football there. +3 Is Daniel in the bathroom? yes 1 +4 Mary journeyed to the bathroom. +5 John journeyed to the bedroom. +6 Is Daniel in the bathroom? yes 1 +7 Sandra moved to the bedroom. +8 Mary journeyed to the office. +9 Is Mary in the office? yes 8 +10 Daniel went back to the kitchen. +11 Mary moved to the kitchen. +12 Is Sandra in the bedroom? yes 7 +13 Sandra put down the football there. +14 Mary went to the garden. +15 Is Mary in the garden? yes 14 +1 Sandra moved to the kitchen. +2 Mary went back to the kitchen. +3 Is Mary in the bathroom? no 2 +4 Sandra travelled to the bedroom. +5 John took the football there. +6 Is Sandra in the kitchen? no 4 +7 John put down the football. +8 Sandra went to the kitchen. +9 Is Sandra in the hallway? no 8 +10 Daniel travelled to the bathroom. +11 John travelled to the office. +12 Is John in the office? yes 11 +13 Daniel took the milk there. +14 Daniel got the apple there. +15 Is John in the hallway? no 11 +1 John moved to the office. +2 Sandra grabbed the football there. +3 Is John in the bathroom? no 1 +4 Sandra dropped the football. +5 Mary grabbed the milk there. +6 Is John in the garden? no 1 +7 John went to the hallway. +8 Mary moved to the bathroom. +9 Is John in the hallway? yes 7 +10 Mary went back to the kitchen. +11 Mary discarded the milk. +12 Is Mary in the kitchen? yes 10 +13 John journeyed to the bathroom. +14 Sandra went back to the office. +15 Is Mary in the bathroom? no 10 +1 Sandra travelled to the bedroom. +2 John took the football there. +3 Is Sandra in the bedroom? yes 1 +4 Sandra moved to the kitchen. +5 Sandra took the apple there. +6 Is Sandra in the hallway? no 4 +7 Mary journeyed to the kitchen. +8 Sandra put down the apple there. +9 Is Sandra in the kitchen? yes 4 +10 Mary moved to the bedroom. +11 Daniel went back to the garden. +12 Is Mary in the hallway? no 10 +13 Sandra went back to the hallway. +14 Daniel took the milk there. +15 Is Mary in the garden? no 10 +1 John went back to the kitchen. +2 Sandra journeyed to the bathroom. +3 Is John in the kitchen? yes 1 +4 John took the milk there. +5 Sandra got the apple there. +6 Is John in the kitchen? yes 1 +7 Sandra discarded the apple. +8 Sandra journeyed to the garden. +9 Is Sandra in the bathroom? no 8 +10 Daniel went back to the bedroom. +11 Daniel grabbed the football there. +12 Is Daniel in the garden? no 10 +13 John discarded the milk. +14 John grabbed the milk there. +15 Is Daniel in the bedroom? yes 10 +1 Mary journeyed to the hallway. +2 Mary took the apple there. +3 Is Mary in the office? no 1 +4 John travelled to the bedroom. +5 Mary journeyed to the bathroom. +6 Is Mary in the garden? no 5 +7 Mary discarded the apple. +8 Mary got the apple there. +9 Is Mary in the hallway? no 5 +10 John went back to the garden. +11 Sandra got the football there. +12 Is Mary in the bathroom? yes 5 +13 Mary dropped the apple. +14 Daniel picked up the milk there. +15 Is John in the bathroom? no 10 +1 Mary journeyed to the bathroom. +2 Mary travelled to the office. +3 Is Mary in the office? yes 2 +4 John moved to the garden. +5 Sandra grabbed the football there. +6 Is Mary in the office? yes 2 +7 Sandra travelled to the office. +8 Sandra went to the hallway. +9 Is John in the garden? yes 4 +10 Mary moved to the garden. +11 Sandra went to the kitchen. +12 Is Sandra in the bathroom? no 11 +13 Sandra journeyed to the bathroom. +14 Sandra grabbed the milk there. +15 Is Sandra in the bedroom? no 13 +1 John journeyed to the office. +2 Mary journeyed to the bathroom. +3 Is John in the office? yes 1 +4 Sandra moved to the bathroom. +5 Daniel grabbed the milk there. +6 Is John in the office? yes 1 +7 John went back to the bedroom. +8 Sandra travelled to the office. +9 Is Sandra in the office? yes 8 +10 Mary moved to the bedroom. +11 John moved to the bathroom. +12 Is John in the bedroom? no 11 +13 Daniel went back to the kitchen. +14 John journeyed to the kitchen. +15 Is Daniel in the bedroom? no 13 +1 Daniel travelled to the garden. +2 Daniel got the milk there. +3 Is Daniel in the garden? yes 1 +4 Daniel put down the milk. +5 Sandra got the milk there. +6 Is Daniel in the garden? yes 1 +7 Daniel travelled to the kitchen. +8 John travelled to the bathroom. +9 Is Daniel in the garden? no 7 +10 Mary travelled to the hallway. +11 Sandra moved to the bedroom. +12 Is Sandra in the office? no 11 +13 Sandra grabbed the apple there. +14 John travelled to the bedroom. +15 Is Mary in the hallway? yes 10 +1 Mary grabbed the milk there. +2 John went to the garden. +3 Is John in the kitchen? no 2 +4 John moved to the kitchen. +5 Mary put down the milk. +6 Is John in the hallway? no 4 +7 Sandra moved to the garden. +8 Sandra travelled to the bathroom. +9 Is John in the bedroom? no 4 +10 Mary picked up the milk there. +11 John journeyed to the hallway. +12 Is Sandra in the kitchen? no 8 +13 Daniel went to the office. +14 Daniel travelled to the bedroom. +15 Is John in the bedroom? no 11 +1 John went back to the hallway. +2 John grabbed the milk there. +3 Is John in the bathroom? no 1 +4 Daniel took the football there. +5 John put down the milk. +6 Is John in the hallway? yes 1 +7 John went to the office. +8 Daniel dropped the football there. +9 Is John in the garden? no 7 +10 Daniel got the football there. +11 John travelled to the bedroom. +12 Is John in the office? no 11 +13 Daniel discarded the football. +14 John journeyed to the garden. +15 Is John in the garden? yes 14 +1 Mary travelled to the garden. +2 Daniel travelled to the office. +3 Is Daniel in the office? yes 2 +4 John grabbed the football there. +5 Daniel went back to the garden. +6 Is Daniel in the kitchen? no 5 +7 John moved to the hallway. +8 John got the milk there. +9 Is Daniel in the garden? yes 5 +10 Daniel went to the bedroom. +11 Mary travelled to the bathroom. +12 Is John in the bathroom? no 7 +13 John left the milk. +14 John moved to the bathroom. +15 Is Daniel in the kitchen? no 10 +1 John moved to the office. +2 Daniel travelled to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Mary went to the garden. +5 Sandra took the apple there. +6 Is John in the office? yes 1 +7 John moved to the hallway. +8 John journeyed to the garden. +9 Is Mary in the bathroom? no 4 +10 Mary journeyed to the office. +11 Daniel travelled to the hallway. +12 Is Mary in the office? yes 10 +13 Daniel went back to the bedroom. +14 Sandra left the apple there. +15 Is Daniel in the bathroom? no 13 +1 John travelled to the garden. +2 Daniel went back to the kitchen. +3 Is John in the bedroom? no 1 +4 Daniel moved to the hallway. +5 Daniel picked up the football there. +6 Is Daniel in the hallway? yes 4 +7 Sandra journeyed to the kitchen. +8 Daniel left the football. +9 Is Sandra in the office? no 7 +10 John went back to the kitchen. +11 Daniel took the football there. +12 Is John in the kitchen? yes 10 +13 Daniel travelled to the bedroom. +14 John moved to the hallway. +15 Is John in the office? no 14 +1 Daniel took the milk there. +2 Sandra travelled to the kitchen. +3 Is Sandra in the garden? no 2 +4 Daniel moved to the office. +5 Daniel moved to the bathroom. +6 Is Sandra in the kitchen? yes 2 +7 John went to the bathroom. +8 Sandra moved to the hallway. +9 Is Sandra in the kitchen? no 8 +10 Daniel went back to the office. +11 Daniel grabbed the football there. +12 Is Daniel in the office? yes 10 +13 John moved to the hallway. +14 Daniel discarded the football. +15 Is Sandra in the hallway? yes 8 +1 Sandra went to the kitchen. +2 Sandra went back to the garden. +3 Is Sandra in the office? no 2 +4 Sandra went to the office. +5 Mary moved to the office. +6 Is Sandra in the office? yes 4 +7 Mary went to the hallway. +8 Sandra went back to the garden. +9 Is Mary in the hallway? yes 7 +10 John moved to the bedroom. +11 Daniel took the apple there. +12 Is Mary in the garden? no 7 +13 Daniel picked up the milk there. +14 Daniel discarded the apple. +15 Is Sandra in the garden? yes 8 +1 Mary travelled to the garden. +2 Mary grabbed the apple there. +3 Is Mary in the garden? yes 1 +4 Mary dropped the apple. +5 Mary went to the kitchen. +6 Is Mary in the kitchen? yes 5 +7 Sandra travelled to the hallway. +8 Sandra went back to the garden. +9 Is Mary in the kitchen? yes 5 +10 Sandra took the milk there. +11 Sandra went to the bathroom. +12 Is Sandra in the kitchen? no 11 +13 Daniel journeyed to the bathroom. +14 Mary travelled to the garden. +15 Is Daniel in the kitchen? no 13 +1 Daniel went to the office. +2 Mary went to the office. +3 Is Mary in the office? yes 2 +4 John journeyed to the hallway. +5 John moved to the bathroom. +6 Is Daniel in the office? yes 1 +7 Daniel went back to the kitchen. +8 Sandra journeyed to the kitchen. +9 Is Daniel in the bedroom? no 7 +10 Daniel moved to the bathroom. +11 Mary travelled to the garden. +12 Is Daniel in the bathroom? yes 10 +13 John moved to the garden. +14 John journeyed to the hallway. +15 Is Daniel in the office? no 10 +1 Daniel journeyed to the office. +2 John picked up the milk there. +3 Is Daniel in the office? yes 1 +4 John dropped the milk. +5 John grabbed the apple there. +6 Is Daniel in the garden? no 1 +7 John journeyed to the bedroom. +8 Daniel travelled to the bedroom. +9 Is John in the office? no 7 +10 John left the apple. +11 Daniel picked up the apple there. +12 Is John in the bedroom? yes 7 +13 Daniel went to the hallway. +14 Daniel left the apple there. +15 Is Daniel in the hallway? yes 13 +1 Daniel journeyed to the garden. +2 Daniel journeyed to the hallway. +3 Is Daniel in the bedroom? no 2 +4 Sandra went to the bathroom. +5 Sandra picked up the apple there. +6 Is Sandra in the bathroom? yes 4 +7 Sandra travelled to the kitchen. +8 Sandra put down the apple. +9 Is Daniel in the hallway? yes 2 +10 Sandra got the football there. +11 Sandra went back to the hallway. +12 Is Sandra in the office? no 11 +13 Sandra put down the football. +14 Daniel moved to the garden. +15 Is Sandra in the hallway? yes 11 +1 Mary took the football there. +2 Daniel went back to the office. +3 Is Daniel in the office? yes 2 +4 John journeyed to the garden. +5 Mary journeyed to the bathroom. +6 Is John in the garden? yes 4 +7 Sandra got the apple there. +8 Sandra discarded the apple there. +9 Is John in the bedroom? no 4 +10 Daniel grabbed the apple there. +11 John travelled to the office. +12 Is Mary in the bedroom? no 5 +13 Daniel travelled to the hallway. +14 Mary put down the football. +15 Is John in the office? yes 11 +1 Sandra took the milk there. +2 Daniel got the apple there. +3 Daniel took the football there. +4 John went to the garden. +5 Is John in the garden? yes 4 +6 Daniel dropped the apple there. +7 Sandra went to the hallway. +8 Is Sandra in the bathroom? no 7 +9 Sandra picked up the apple there. +10 Sandra journeyed to the bathroom. +11 Is Sandra in the bathroom? yes 10 +12 John went to the bedroom. +13 Mary moved to the bedroom. +14 Is Sandra in the bathroom? yes 10 +15 Sandra went to the kitchen. +16 Daniel put down the football there. +17 Is Sandra in the office? no 15 +1 Mary went to the bathroom. +2 John grabbed the football there. +3 Is Mary in the garden? no 1 +4 John left the football. +5 John journeyed to the bathroom. +6 Is Mary in the office? no 1 +7 Daniel travelled to the kitchen. +8 Mary travelled to the kitchen. +9 Is Daniel in the bathroom? no 7 +10 Sandra journeyed to the hallway. +11 Daniel travelled to the hallway. +12 Is Daniel in the garden? no 11 +13 John went back to the office. +14 John went to the bedroom. +15 Is John in the bedroom? yes 14 +1 Sandra went back to the hallway. +2 John journeyed to the kitchen. +3 Is Sandra in the bathroom? no 1 +4 Daniel grabbed the football there. +5 Daniel journeyed to the bedroom. +6 Is Sandra in the hallway? yes 1 +7 Daniel dropped the football. +8 Daniel grabbed the football there. +9 Is Daniel in the bedroom? yes 5 +10 Daniel went to the office. +11 Daniel discarded the football. +12 Is Daniel in the office? yes 10 +13 Mary went back to the hallway. +14 Sandra went to the garden. +15 Is Mary in the hallway? yes 13 +1 John travelled to the hallway. +2 Mary got the apple there. +3 Is John in the kitchen? no 1 +4 Mary moved to the bathroom. +5 Mary put down the apple. +6 Is Mary in the garden? no 4 +7 Mary took the apple there. +8 Daniel moved to the bathroom. +9 Is Daniel in the bathroom? yes 8 +10 John travelled to the kitchen. +11 Mary dropped the apple. +12 Is John in the kitchen? yes 10 +13 Mary travelled to the hallway. +14 John journeyed to the garden. +15 Is John in the garden? yes 14 +1 John moved to the office. +2 John journeyed to the kitchen. +3 Is John in the kitchen? yes 2 +4 John travelled to the garden. +5 Daniel journeyed to the garden. +6 Is John in the bathroom? no 4 +7 Mary went to the hallway. +8 John went back to the bedroom. +9 Is Mary in the hallway? yes 7 +10 Sandra journeyed to the bathroom. +11 Sandra went to the garden. +12 Is Sandra in the garden? yes 11 +13 Sandra travelled to the office. +14 Daniel went to the bedroom. +15 Is Sandra in the garden? no 13 +1 Daniel got the milk there. +2 Daniel left the milk. +3 Daniel journeyed to the hallway. +4 John journeyed to the hallway. +5 Is John in the hallway? yes 4 +6 Mary journeyed to the hallway. +7 John moved to the office. +8 Is Mary in the hallway? yes 6 +9 Daniel went back to the bedroom. +10 Sandra travelled to the bathroom. +11 Is Mary in the hallway? yes 6 +12 Sandra journeyed to the bedroom. +13 Sandra got the apple there. +14 Is Daniel in the bedroom? yes 9 +15 Sandra left the apple. +16 Sandra went back to the office. +17 Is Sandra in the office? yes 16 +1 Mary took the football there. +2 Mary went back to the garden. +3 Is Mary in the garden? yes 2 +4 Sandra moved to the garden. +5 John journeyed to the hallway. +6 Is Sandra in the kitchen? no 4 +7 Daniel travelled to the bedroom. +8 Mary journeyed to the bathroom. +9 Is John in the kitchen? no 5 +10 Daniel grabbed the milk there. +11 Mary dropped the football. +12 Is Mary in the bathroom? yes 8 +13 Mary journeyed to the garden. +14 Daniel took the apple there. +15 Is Mary in the garden? yes 13 +1 Daniel went to the garden. +2 John got the apple there. +3 Is Daniel in the bedroom? no 1 +4 Sandra moved to the hallway. +5 John went to the office. +6 Is John in the office? yes 5 +7 Daniel went to the kitchen. +8 Daniel journeyed to the garden. +9 Is Sandra in the kitchen? no 4 +10 Mary went to the bathroom. +11 John moved to the bathroom. +12 Is John in the bathroom? yes 11 +13 Daniel grabbed the football there. +14 John got the milk there. +15 Is Daniel in the garden? yes 8 +1 Daniel got the milk there. +2 Mary went back to the kitchen. +3 Is Mary in the hallway? no 2 +4 Daniel went to the bedroom. +5 Mary went back to the hallway. +6 Is Daniel in the bedroom? yes 4 +7 Daniel moved to the kitchen. +8 Daniel journeyed to the bedroom. +9 Is Mary in the hallway? yes 5 +10 Daniel dropped the milk. +11 Daniel took the milk there. +12 Is Daniel in the hallway? no 8 +13 Daniel grabbed the football there. +14 Mary went back to the bathroom. +15 Is Mary in the hallway? no 14 +1 John took the football there. +2 Sandra moved to the hallway. +3 Is Sandra in the hallway? yes 2 +4 John moved to the office. +5 Mary got the milk there. +6 Is Sandra in the hallway? yes 2 +7 Mary went to the garden. +8 Mary put down the milk. +9 Is John in the office? yes 4 +10 Mary journeyed to the bedroom. +11 Sandra went to the office. +12 Is Mary in the garden? no 10 +13 John moved to the bathroom. +14 John travelled to the kitchen. +15 Is Mary in the hallway? no 10 +1 John got the football there. +2 Sandra moved to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 John put down the football. +5 Daniel went back to the garden. +6 Is Daniel in the bathroom? no 5 +7 John moved to the bathroom. +8 Sandra moved to the bedroom. +9 Is John in the bathroom? yes 7 +10 John moved to the office. +11 Mary travelled to the hallway. +12 Is Daniel in the kitchen? no 5 +13 Mary went to the kitchen. +14 Daniel went to the bathroom. +15 Is Mary in the bathroom? no 13 +1 John took the football there. +2 Sandra took the milk there. +3 Sandra put down the milk. +4 Sandra went to the office. +5 Is Sandra in the office? yes 4 +6 Mary journeyed to the hallway. +7 John put down the football. +8 Is Sandra in the office? yes 4 +9 John went to the bathroom. +10 Daniel journeyed to the office. +11 Is Daniel in the office? yes 10 +12 John got the apple there. +13 Mary journeyed to the kitchen. +14 Is John in the bedroom? no 9 +15 John discarded the apple there. +16 Sandra went back to the bedroom. +17 Is Sandra in the office? no 16 +1 Mary grabbed the apple there. +2 Daniel journeyed to the office. +3 Is Daniel in the office? yes 2 +4 John went back to the bedroom. +5 Mary travelled to the hallway. +6 Is Daniel in the office? yes 2 +7 Sandra travelled to the bathroom. +8 John went back to the garden. +9 Is Mary in the bedroom? no 5 +10 Sandra moved to the hallway. +11 Sandra went to the bathroom. +12 Is Mary in the hallway? yes 5 +13 Sandra picked up the milk there. +14 Mary dropped the apple. +15 Is John in the garden? yes 8 +1 Sandra went to the kitchen. +2 Mary grabbed the football there. +3 Is Sandra in the bathroom? no 1 +4 John journeyed to the hallway. +5 Mary left the football. +6 Is Sandra in the bathroom? no 1 +7 Mary grabbed the football there. +8 Sandra travelled to the office. +9 Is John in the garden? no 4 +10 John journeyed to the garden. +11 Sandra moved to the bedroom. +12 Is John in the garden? yes 10 +13 Sandra went back to the garden. +14 John journeyed to the kitchen. +15 Is Sandra in the garden? yes 13 +1 John took the apple there. +2 Sandra went to the bedroom. +3 Is Sandra in the garden? no 2 +4 Sandra travelled to the bathroom. +5 Mary grabbed the football there. +6 Is Sandra in the bedroom? no 4 +7 Mary discarded the football. +8 Mary travelled to the hallway. +9 Is Mary in the hallway? yes 8 +10 Mary journeyed to the bathroom. +11 Sandra took the milk there. +12 Is Mary in the bedroom? no 10 +13 Sandra went to the bedroom. +14 John left the apple. +15 Is Sandra in the bedroom? yes 13 +1 Mary journeyed to the office. +2 John went back to the kitchen. +3 Is John in the kitchen? yes 2 +4 Mary got the apple there. +5 Mary left the apple. +6 Is John in the kitchen? yes 2 +7 Mary got the apple there. +8 Sandra picked up the milk there. +9 Is John in the kitchen? yes 2 +10 Mary journeyed to the kitchen. +11 Daniel journeyed to the hallway. +12 Is Daniel in the hallway? yes 11 +13 John went to the hallway. +14 Mary dropped the apple. +15 Is Daniel in the hallway? yes 11 +1 Daniel took the milk there. +2 Sandra travelled to the bedroom. +3 Is Sandra in the hallway? no 2 +4 Daniel left the milk. +5 Sandra went to the hallway. +6 Is Sandra in the hallway? yes 5 +7 Mary moved to the hallway. +8 Sandra went back to the office. +9 Is Sandra in the office? yes 8 +10 Daniel went back to the office. +11 Sandra grabbed the apple there. +12 Is Sandra in the office? yes 8 +13 Daniel took the football there. +14 John moved to the hallway. +15 Is Sandra in the garden? no 8 +1 Sandra got the milk there. +2 Sandra dropped the milk. +3 Daniel travelled to the office. +4 Sandra picked up the milk there. +5 Is Daniel in the office? yes 3 +6 John journeyed to the kitchen. +7 John moved to the bedroom. +8 Is John in the bedroom? yes 7 +9 Sandra dropped the milk there. +10 John went back to the bathroom. +11 Is John in the bathroom? yes 10 +12 John moved to the hallway. +13 John moved to the bathroom. +14 Is John in the office? no 13 +15 John moved to the hallway. +16 Sandra got the milk there. +17 Is John in the kitchen? no 15 +1 Sandra moved to the hallway. +2 Sandra moved to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 Daniel journeyed to the bathroom. +5 Daniel moved to the hallway. +6 Is Sandra in the kitchen? no 2 +7 Mary moved to the garden. +8 Daniel journeyed to the bedroom. +9 Is Daniel in the bedroom? yes 8 +10 John went back to the office. +11 Mary travelled to the office. +12 Is John in the hallway? no 10 +13 Mary got the football there. +14 John moved to the garden. +15 Is Daniel in the hallway? no 8 +1 Daniel picked up the football there. +2 Daniel left the football. +3 Mary got the apple there. +4 John got the football there. +5 Sandra travelled to the bedroom. +6 Mary got the milk there. +7 Is Sandra in the bathroom? no 5 +8 John discarded the football. +9 John journeyed to the kitchen. +10 Is Sandra in the bathroom? no 5 +11 Daniel got the football there. +12 Mary discarded the milk there. +13 Is John in the kitchen? yes 9 +14 Mary went back to the office. +15 John moved to the bedroom. +16 Is John in the bathroom? no 15 +17 Mary journeyed to the bedroom. +18 Mary put down the apple. +19 Is Mary in the bedroom? yes 17 +1 Sandra took the milk there. +2 Sandra discarded the milk. +3 Daniel travelled to the kitchen. +4 Mary went back to the kitchen. +5 Is Daniel in the kitchen? yes 3 +6 Mary went to the bathroom. +7 John journeyed to the hallway. +8 Is Mary in the bathroom? yes 6 +9 Sandra grabbed the apple there. +10 Sandra left the apple. +11 Is Mary in the bedroom? no 6 +12 Daniel went to the bathroom. +13 Daniel travelled to the office. +14 Is Daniel in the bathroom? no 13 +15 Sandra picked up the apple there. +16 Sandra journeyed to the bedroom. +17 Is Sandra in the bedroom? yes 16 +1 John went back to the bedroom. +2 John picked up the apple there. +3 Is John in the bedroom? yes 1 +4 Sandra got the milk there. +5 Sandra went back to the bathroom. +6 Is Sandra in the bathroom? yes 5 +7 Sandra travelled to the office. +8 Sandra went back to the kitchen. +9 Is Sandra in the kitchen? yes 8 +10 Sandra put down the milk. +11 Sandra took the milk there. +12 Is Sandra in the bedroom? no 8 +13 Sandra travelled to the bathroom. +14 John went to the bathroom. +15 Is John in the office? no 14 +1 Daniel picked up the football there. +2 Daniel went to the office. +3 Is Daniel in the bedroom? no 2 +4 Daniel went back to the kitchen. +5 Daniel journeyed to the bedroom. +6 Is Daniel in the bedroom? yes 5 +7 Sandra went to the kitchen. +8 Daniel left the football. +9 Is Sandra in the office? no 7 +10 Daniel got the football there. +11 John got the milk there. +12 Is Daniel in the bedroom? yes 5 +13 Daniel went to the garden. +14 Daniel left the football. +15 Is Daniel in the garden? yes 13 +1 Mary took the milk there. +2 Sandra travelled to the bedroom. +3 Is Sandra in the bathroom? no 2 +4 Mary left the milk. +5 John moved to the hallway. +6 Is Sandra in the bedroom? yes 2 +7 Mary grabbed the milk there. +8 Mary left the milk. +9 Is Sandra in the bedroom? yes 2 +10 Daniel went to the bathroom. +11 Mary grabbed the milk there. +12 Is Daniel in the bedroom? no 10 +13 Sandra travelled to the kitchen. +14 Mary travelled to the hallway. +15 Is Mary in the bathroom? no 14 +1 Mary grabbed the football there. +2 Daniel travelled to the office. +3 Is Daniel in the hallway? no 2 +4 John picked up the apple there. +5 Mary took the milk there. +6 Is Daniel in the kitchen? no 2 +7 John went to the bedroom. +8 Mary put down the football. +9 Is John in the bedroom? yes 7 +10 John left the apple. +11 Mary dropped the milk. +12 Is John in the bedroom? yes 7 +13 Mary went back to the bedroom. +14 John picked up the apple there. +15 Is Mary in the bedroom? yes 13 +1 Sandra got the football there. +2 Sandra moved to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Mary went back to the office. +5 Sandra went to the bathroom. +6 Is Sandra in the bathroom? yes 5 +7 John journeyed to the bedroom. +8 John went to the hallway. +9 Is Mary in the office? yes 4 +10 Sandra dropped the football. +11 Mary travelled to the hallway. +12 Is Mary in the bathroom? no 11 +13 Sandra journeyed to the kitchen. +14 Sandra journeyed to the bedroom. +15 Is John in the hallway? yes 8 +1 Mary moved to the bathroom. +2 Daniel journeyed to the bathroom. +3 Is Mary in the bedroom? no 1 +4 Daniel journeyed to the garden. +5 Sandra travelled to the hallway. +6 Is Daniel in the kitchen? no 4 +7 Sandra went to the bathroom. +8 Daniel moved to the office. +9 Is Daniel in the office? yes 8 +10 Mary picked up the milk there. +11 Mary moved to the garden. +12 Is Mary in the hallway? no 11 +13 Sandra journeyed to the hallway. +14 Mary moved to the office. +15 Is Mary in the office? yes 14 +1 John travelled to the bedroom. +2 Mary went back to the garden. +3 Is John in the kitchen? no 1 +4 Daniel went to the garden. +5 Daniel went back to the bedroom. +6 Is Daniel in the garden? no 5 +7 Mary went back to the bathroom. +8 Mary journeyed to the garden. +9 Is Mary in the garden? yes 8 +10 Mary journeyed to the hallway. +11 Mary moved to the bedroom. +12 Is Daniel in the bedroom? yes 5 +13 John went back to the garden. +14 Daniel moved to the hallway. +15 Is Mary in the hallway? no 11 +1 Sandra moved to the bedroom. +2 Sandra travelled to the kitchen. +3 Is Sandra in the bedroom? no 2 +4 John journeyed to the kitchen. +5 Daniel went back to the bathroom. +6 Is Sandra in the bedroom? no 2 +7 John went back to the office. +8 John grabbed the football there. +9 Is John in the hallway? no 7 +10 John discarded the football. +11 John moved to the bedroom. +12 Is Daniel in the bathroom? yes 5 +13 Sandra moved to the bathroom. +14 John took the milk there. +15 Is John in the bedroom? yes 11 +1 Mary got the apple there. +2 John took the milk there. +3 Sandra travelled to the office. +4 John discarded the milk. +5 Is Sandra in the bathroom? no 3 +6 John went to the hallway. +7 Mary journeyed to the bedroom. +8 Is Mary in the bedroom? yes 7 +9 Sandra travelled to the bedroom. +10 Mary journeyed to the hallway. +11 Is Mary in the office? no 10 +12 Sandra moved to the kitchen. +13 Mary discarded the apple. +14 Is Sandra in the hallway? no 12 +15 Sandra went to the bedroom. +16 Sandra journeyed to the garden. +17 Is Sandra in the hallway? no 16 +1 John picked up the apple there. +2 John went to the office. +3 Is John in the office? yes 2 +4 John put down the apple. +5 John took the apple there. +6 Is John in the bedroom? no 2 +7 John discarded the apple. +8 Mary moved to the bathroom. +9 Is John in the office? yes 2 +10 John grabbed the apple there. +11 John dropped the apple. +12 Is Mary in the garden? no 8 +13 Mary moved to the kitchen. +14 Sandra went to the garden. +15 Is Mary in the kitchen? yes 13 +1 John went back to the kitchen. +2 Daniel went back to the kitchen. +3 Is John in the kitchen? yes 1 +4 Sandra went back to the kitchen. +5 Daniel went back to the office. +6 Is Sandra in the hallway? no 4 +7 Daniel took the apple there. +8 Daniel left the apple there. +9 Is Sandra in the bedroom? no 4 +10 Sandra moved to the garden. +11 Mary travelled to the garden. +12 Is Mary in the garden? yes 11 +13 Daniel got the apple there. +14 Sandra went to the office. +15 Is Mary in the garden? yes 11 +1 John journeyed to the bathroom. +2 Mary moved to the bedroom. +3 Is John in the bathroom? yes 1 +4 Sandra got the football there. +5 Sandra moved to the kitchen. +6 Is Mary in the bedroom? yes 2 +7 Sandra left the football. +8 Daniel travelled to the garden. +9 Is Sandra in the office? no 5 +10 Sandra grabbed the football there. +11 John went to the office. +12 Is Sandra in the kitchen? yes 5 +13 Sandra journeyed to the hallway. +14 John journeyed to the hallway. +15 Is John in the bedroom? no 14 +1 Mary picked up the milk there. +2 Mary picked up the apple there. +3 John journeyed to the bedroom. +4 Mary discarded the apple. +5 Is John in the bedroom? yes 3 +6 Mary got the apple there. +7 Daniel went to the bedroom. +8 Is Daniel in the bedroom? yes 7 +9 Daniel journeyed to the bathroom. +10 Daniel grabbed the football there. +11 Is Daniel in the bathroom? yes 9 +12 Mary put down the milk there. +13 Sandra moved to the garden. +14 Is Daniel in the bathroom? yes 9 +15 John moved to the office. +16 Daniel travelled to the kitchen. +17 Is John in the office? yes 15 +1 John went back to the hallway. +2 Sandra grabbed the football there. +3 Is John in the kitchen? no 1 +4 Daniel travelled to the garden. +5 Daniel grabbed the milk there. +6 Is John in the hallway? yes 1 +7 Mary travelled to the hallway. +8 Mary went back to the bedroom. +9 Is Mary in the hallway? no 8 +10 Daniel moved to the office. +11 Daniel left the milk there. +12 Is Daniel in the office? yes 10 +13 Sandra journeyed to the kitchen. +14 Sandra dropped the football. +15 Is Sandra in the bathroom? no 13 +1 Daniel travelled to the kitchen. +2 Mary travelled to the bedroom. +3 Is Daniel in the kitchen? yes 1 +4 Daniel moved to the bedroom. +5 John journeyed to the hallway. +6 Is Daniel in the bedroom? yes 4 +7 Mary got the football there. +8 Sandra travelled to the bathroom. +9 Is John in the garden? no 5 +10 Daniel went to the hallway. +11 Mary dropped the football. +12 Is Daniel in the office? no 10 +13 John moved to the bedroom. +14 John journeyed to the kitchen. +15 Is John in the office? no 14 +1 Sandra went to the office. +2 Sandra went to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 Daniel went back to the office. +5 Sandra got the milk there. +6 Is Sandra in the bedroom? no 2 +7 Sandra discarded the milk. +8 Sandra journeyed to the kitchen. +9 Is Sandra in the bedroom? no 8 +10 Daniel moved to the garden. +11 Mary went to the kitchen. +12 Is Mary in the kitchen? yes 11 +13 Sandra moved to the hallway. +14 John journeyed to the garden. +15 Is Mary in the kitchen? yes 11 +1 Mary went to the garden. +2 Mary journeyed to the office. +3 Is Mary in the bathroom? no 2 +4 Mary went to the kitchen. +5 John went to the bedroom. +6 Is Mary in the kitchen? yes 4 +7 Daniel got the milk there. +8 Mary travelled to the bedroom. +9 Is Mary in the kitchen? no 8 +10 Daniel travelled to the garden. +11 Daniel moved to the office. +12 Is John in the bedroom? yes 5 +13 Daniel journeyed to the garden. +14 Mary journeyed to the bathroom. +15 Is Daniel in the garden? yes 13 +1 John moved to the bathroom. +2 John went to the office. +3 Is John in the bathroom? no 2 +4 Sandra travelled to the bathroom. +5 Sandra took the milk there. +6 Is John in the office? yes 2 +7 Daniel went back to the hallway. +8 Daniel went to the office. +9 Is Daniel in the garden? no 8 +10 Sandra discarded the milk. +11 John travelled to the garden. +12 Is John in the garden? yes 11 +13 Mary journeyed to the bedroom. +14 Daniel journeyed to the garden. +15 Is Daniel in the bedroom? no 14 +1 Mary went back to the hallway. +2 John went to the bedroom. +3 Is Mary in the hallway? yes 1 +4 Mary picked up the football there. +5 Mary discarded the football. +6 Is Mary in the hallway? yes 1 +7 Daniel grabbed the football there. +8 Sandra went to the bathroom. +9 Is John in the bathroom? no 2 +10 Mary moved to the bathroom. +11 Mary went to the kitchen. +12 Is Sandra in the bathroom? yes 8 +13 Mary travelled to the hallway. +14 Mary moved to the bedroom. +15 Is Mary in the bedroom? yes 14 +1 Mary went back to the hallway. +2 Mary went to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 Daniel went to the office. +5 Mary went back to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 Sandra journeyed to the bedroom. +8 Mary went back to the hallway. +9 Is Mary in the hallway? yes 8 +10 Mary moved to the office. +11 John journeyed to the garden. +12 Is Mary in the bedroom? no 10 +13 John went to the bathroom. +14 Daniel journeyed to the garden. +15 Is Mary in the office? yes 10 +1 Mary got the apple there. +2 John travelled to the kitchen. +3 Is John in the kitchen? yes 2 +4 Mary left the apple there. +5 Sandra got the milk there. +6 Is John in the kitchen? yes 2 +7 Mary went back to the hallway. +8 John moved to the bedroom. +9 Is John in the bedroom? yes 8 +10 Daniel moved to the bathroom. +11 Daniel travelled to the bedroom. +12 Is Daniel in the bedroom? yes 11 +13 John took the apple there. +14 John travelled to the bathroom. +15 Is Daniel in the bedroom? yes 11 +1 Sandra went back to the hallway. +2 John moved to the bathroom. +3 Is Sandra in the hallway? yes 1 +4 Sandra journeyed to the kitchen. +5 John journeyed to the office. +6 Is John in the garden? no 5 +7 Mary travelled to the office. +8 Mary moved to the garden. +9 Is John in the office? yes 5 +10 John journeyed to the hallway. +11 John moved to the garden. +12 Is John in the garden? yes 11 +13 Daniel went back to the garden. +14 John moved to the bedroom. +15 Is Daniel in the kitchen? no 13 +1 Daniel took the football there. +2 Sandra grabbed the milk there. +3 Daniel took the apple there. +4 John moved to the garden. +5 Is John in the kitchen? no 4 +6 Daniel moved to the bathroom. +7 John went to the hallway. +8 Is Daniel in the bathroom? yes 6 +9 Sandra put down the milk. +10 Sandra grabbed the milk there. +11 Is Daniel in the bathroom? yes 6 +12 Sandra moved to the hallway. +13 Sandra dropped the milk there. +14 Is John in the hallway? yes 7 +15 Sandra got the milk there. +16 Mary went back to the kitchen. +17 Is Mary in the kitchen? yes 16 +1 Sandra journeyed to the kitchen. +2 John picked up the apple there. +3 Is Sandra in the hallway? no 1 +4 John moved to the bathroom. +5 John travelled to the office. +6 Is John in the office? yes 5 +7 John put down the apple. +8 Sandra journeyed to the office. +9 Is John in the office? yes 5 +10 Daniel took the apple there. +11 Daniel discarded the apple. +12 Is John in the hallway? no 5 +13 Mary journeyed to the bedroom. +14 Sandra got the apple there. +15 Is Mary in the office? no 13 +1 Daniel grabbed the milk there. +2 Sandra journeyed to the kitchen. +3 Is Sandra in the bedroom? no 2 +4 John moved to the garden. +5 John picked up the apple there. +6 Is John in the bedroom? no 4 +7 John discarded the apple. +8 John grabbed the apple there. +9 Is John in the garden? yes 4 +10 Daniel went to the bathroom. +11 Daniel grabbed the football there. +12 Is Daniel in the office? no 10 +13 Daniel left the football. +14 Sandra moved to the hallway. +15 Is Sandra in the bathroom? no 14 +1 Sandra went back to the office. +2 Mary took the milk there. +3 Is Sandra in the bathroom? no 1 +4 Daniel travelled to the bedroom. +5 Sandra went to the bathroom. +6 Is Sandra in the bathroom? yes 5 +7 Sandra picked up the football there. +8 Mary went back to the garden. +9 Is Sandra in the bathroom? yes 5 +10 Mary dropped the milk. +11 Daniel moved to the garden. +12 Is Daniel in the kitchen? no 11 +13 Sandra left the football. +14 Mary travelled to the bedroom. +15 Is Mary in the bedroom? yes 14 +1 Daniel picked up the football there. +2 Daniel left the football. +3 Daniel moved to the hallway. +4 Daniel journeyed to the garden. +5 Is Daniel in the garden? yes 4 +6 John travelled to the bedroom. +7 Sandra moved to the garden. +8 Is Daniel in the garden? yes 4 +9 John took the football there. +10 Daniel went back to the bedroom. +11 Is Daniel in the kitchen? no 10 +12 John went to the office. +13 John got the apple there. +14 Is Daniel in the bedroom? yes 10 +15 Sandra journeyed to the bedroom. +16 John moved to the hallway. +17 Is John in the hallway? yes 16 +1 Sandra went back to the bathroom. +2 Sandra went to the office. +3 Is Sandra in the bathroom? no 2 +4 John moved to the hallway. +5 Mary grabbed the apple there. +6 Is Sandra in the office? yes 2 +7 Mary moved to the hallway. +8 Mary put down the apple there. +9 Is Sandra in the office? yes 2 +10 John travelled to the garden. +11 Mary went back to the garden. +12 Is Mary in the bathroom? no 11 +13 Daniel went back to the garden. +14 Mary journeyed to the bathroom. +15 Is Mary in the bathroom? yes 14 +1 Daniel journeyed to the garden. +2 Daniel travelled to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 Mary went back to the kitchen. +5 Sandra moved to the hallway. +6 Is Daniel in the bedroom? no 2 +7 Mary travelled to the office. +8 Mary got the football there. +9 Is Daniel in the hallway? no 2 +10 Mary put down the football. +11 John went to the bedroom. +12 Is Mary in the hallway? no 7 +13 John journeyed to the bathroom. +14 Mary moved to the bathroom. +15 Is John in the bathroom? yes 13 +1 Mary travelled to the garden. +2 Daniel went to the garden. +3 Is Daniel in the office? no 2 +4 Daniel journeyed to the kitchen. +5 John moved to the bedroom. +6 Is Mary in the hallway? no 1 +7 John went back to the garden. +8 Daniel went to the garden. +9 Is Daniel in the hallway? no 8 +10 John went to the bathroom. +11 John got the milk there. +12 Is Daniel in the office? no 8 +13 John went back to the office. +14 Sandra moved to the bathroom. +15 Is Sandra in the bedroom? no 14 +1 Daniel went to the bathroom. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Mary went to the bedroom. +5 John grabbed the football there. +6 Is Daniel in the bedroom? yes 2 +7 Sandra went to the bathroom. +8 John left the football. +9 Is Sandra in the bathroom? yes 7 +10 Daniel moved to the bathroom. +11 Mary moved to the office. +12 Is Sandra in the office? no 7 +13 Sandra moved to the office. +14 Daniel journeyed to the hallway. +15 Is Daniel in the hallway? yes 14 +1 Daniel travelled to the garden. +2 Mary travelled to the hallway. +3 Is Mary in the hallway? yes 2 +4 Mary grabbed the football there. +5 John travelled to the bedroom. +6 Is Mary in the bathroom? no 2 +7 Mary dropped the football. +8 Sandra grabbed the milk there. +9 Is Mary in the office? no 2 +10 John journeyed to the garden. +11 Sandra discarded the milk there. +12 Is John in the garden? yes 10 +13 Mary journeyed to the bathroom. +14 Mary got the milk there. +15 Is John in the garden? yes 10 +1 Mary travelled to the hallway. +2 Mary moved to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 Daniel went to the bathroom. +5 Sandra took the football there. +6 Is Mary in the bedroom? yes 2 +7 Sandra discarded the football there. +8 Mary went to the hallway. +9 Is Mary in the hallway? yes 8 +10 John moved to the kitchen. +11 John journeyed to the hallway. +12 Is John in the office? no 11 +13 Sandra got the football there. +14 Sandra put down the football. +15 Is John in the garden? no 11 +1 Sandra picked up the football there. +2 Sandra journeyed to the bathroom. +3 Is Sandra in the bedroom? no 2 +4 John moved to the garden. +5 Daniel travelled to the garden. +6 Is Daniel in the hallway? no 5 +7 Sandra travelled to the office. +8 Mary went to the office. +9 Is Daniel in the hallway? no 5 +10 Daniel travelled to the bedroom. +11 Sandra journeyed to the hallway. +12 Is Sandra in the hallway? yes 11 +13 Daniel grabbed the milk there. +14 John went to the bedroom. +15 Is Mary in the office? yes 8 +1 Daniel travelled to the bathroom. +2 Daniel moved to the garden. +3 Is Daniel in the bedroom? no 2 +4 Mary took the football there. +5 Mary travelled to the bathroom. +6 Is Daniel in the garden? yes 2 +7 Mary travelled to the garden. +8 Mary travelled to the hallway. +9 Is Mary in the kitchen? no 8 +10 Daniel got the apple there. +11 John got the milk there. +12 Is Mary in the office? no 8 +13 Sandra went to the kitchen. +14 Daniel discarded the apple. +15 Is Sandra in the bedroom? no 13 +1 Sandra moved to the office. +2 Daniel journeyed to the bathroom. +3 Is Daniel in the hallway? no 2 +4 John went back to the kitchen. +5 Sandra picked up the apple there. +6 Is Sandra in the office? yes 1 +7 Sandra went back to the bathroom. +8 Sandra travelled to the bedroom. +9 Is Sandra in the kitchen? no 8 +10 Sandra grabbed the milk there. +11 Sandra journeyed to the garden. +12 Is Sandra in the kitchen? no 11 +13 Mary went to the office. +14 John went to the garden. +15 Is Sandra in the kitchen? no 11 +1 Sandra travelled to the bathroom. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the kitchen? no 2 +4 Sandra got the milk there. +5 Daniel picked up the football there. +6 Is Daniel in the hallway? no 2 +7 Daniel put down the football. +8 Sandra travelled to the hallway. +9 Is Sandra in the garden? no 8 +10 Daniel journeyed to the kitchen. +11 Sandra travelled to the bedroom. +12 Is Daniel in the bathroom? no 10 +13 Sandra picked up the football there. +14 Sandra put down the football. +15 Is Sandra in the bedroom? yes 11 +1 John journeyed to the kitchen. +2 John went back to the office. +3 Is John in the bathroom? no 2 +4 Sandra took the apple there. +5 Mary went to the bedroom. +6 Is John in the office? yes 2 +7 Mary went back to the office. +8 Daniel took the football there. +9 Is John in the office? yes 2 +10 Sandra went to the garden. +11 John moved to the bedroom. +12 Is Mary in the hallway? no 7 +13 John moved to the office. +14 John went back to the kitchen. +15 Is John in the kitchen? yes 14 +1 Sandra travelled to the hallway. +2 Sandra moved to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Sandra moved to the office. +5 Sandra moved to the bedroom. +6 Is Sandra in the kitchen? no 5 +7 Sandra went to the garden. +8 Daniel took the milk there. +9 Is Sandra in the office? no 7 +10 Daniel discarded the milk. +11 Daniel picked up the milk there. +12 Is Sandra in the hallway? no 7 +13 Daniel put down the milk. +14 John went back to the office. +15 Is John in the office? yes 14 +1 Sandra grabbed the apple there. +2 Sandra went back to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 Sandra travelled to the office. +5 John went back to the bathroom. +6 Is Sandra in the office? yes 4 +7 Daniel journeyed to the garden. +8 Sandra went to the kitchen. +9 Is John in the bathroom? yes 5 +10 Daniel moved to the kitchen. +11 Sandra went back to the office. +12 Is Daniel in the bathroom? no 10 +13 Mary moved to the hallway. +14 Sandra moved to the hallway. +15 Is Sandra in the bedroom? no 14 +1 John travelled to the bedroom. +2 Mary grabbed the milk there. +3 Is John in the bedroom? yes 1 +4 Mary dropped the milk there. +5 John went back to the bathroom. +6 Is John in the garden? no 5 +7 John got the milk there. +8 Daniel went to the kitchen. +9 Is Daniel in the bathroom? no 8 +10 Mary moved to the office. +11 Mary travelled to the kitchen. +12 Is Mary in the hallway? no 11 +13 Mary moved to the hallway. +14 Daniel journeyed to the bathroom. +15 Is Mary in the hallway? yes 13 +1 John travelled to the office. +2 Mary went back to the bedroom. +3 Is John in the hallway? no 1 +4 Mary picked up the milk there. +5 Mary discarded the milk. +6 Is Mary in the bedroom? yes 2 +7 Mary picked up the milk there. +8 Sandra journeyed to the kitchen. +9 Is Mary in the bedroom? yes 2 +10 Mary moved to the bathroom. +11 Mary grabbed the apple there. +12 Is Mary in the hallway? no 10 +13 John went back to the hallway. +14 John journeyed to the office. +15 Is John in the office? yes 14 +1 Sandra travelled to the kitchen. +2 John took the milk there. +3 Is Sandra in the bedroom? no 1 +4 Daniel moved to the bedroom. +5 Daniel travelled to the garden. +6 Is Sandra in the kitchen? yes 1 +7 Sandra picked up the football there. +8 Mary went back to the bedroom. +9 Is Daniel in the garden? yes 5 +10 Sandra left the football. +11 Sandra got the football there. +12 Is Mary in the bathroom? no 8 +13 Sandra dropped the football there. +14 Daniel journeyed to the bedroom. +15 Is Daniel in the garden? no 14 +1 Mary went back to the bathroom. +2 Sandra went to the office. +3 Is Mary in the hallway? no 1 +4 Mary went back to the bedroom. +5 Daniel journeyed to the bedroom. +6 Is Sandra in the garden? no 2 +7 Sandra went to the bedroom. +8 Daniel moved to the office. +9 Is Daniel in the office? yes 8 +10 Daniel took the apple there. +11 Daniel dropped the apple there. +12 Is Sandra in the bedroom? yes 7 +13 Sandra went to the office. +14 Sandra journeyed to the bathroom. +15 Is Sandra in the bathroom? yes 14 +1 Daniel got the apple there. +2 Mary went back to the bedroom. +3 Is Mary in the bathroom? no 2 +4 John went to the kitchen. +5 John took the milk there. +6 Is Mary in the bedroom? yes 2 +7 Mary moved to the office. +8 Mary went back to the garden. +9 Is Mary in the garden? yes 8 +10 Daniel travelled to the hallway. +11 Mary travelled to the hallway. +12 Is Mary in the kitchen? no 11 +13 Daniel took the football there. +14 John discarded the milk. +15 Is Mary in the bedroom? no 11 +1 Sandra journeyed to the bathroom. +2 John travelled to the garden. +3 Is Sandra in the bathroom? yes 1 +4 Daniel picked up the milk there. +5 Mary got the football there. +6 Is Sandra in the bathroom? yes 1 +7 Mary moved to the hallway. +8 Daniel went back to the office. +9 Is John in the garden? yes 2 +10 Daniel went back to the bedroom. +11 Mary discarded the football. +12 Is Daniel in the bedroom? yes 10 +13 Sandra moved to the hallway. +14 John journeyed to the bedroom. +15 Is Daniel in the garden? no 10 +1 Mary went to the kitchen. +2 Mary travelled to the garden. +3 Is Mary in the garden? yes 2 +4 Mary got the apple there. +5 Mary went back to the kitchen. +6 Is Mary in the kitchen? yes 5 +7 Daniel travelled to the garden. +8 Daniel journeyed to the bathroom. +9 Is Daniel in the office? no 8 +10 Mary put down the apple. +11 Daniel journeyed to the garden. +12 Is Daniel in the garden? yes 11 +13 Mary moved to the bedroom. +14 Mary moved to the bathroom. +15 Is Mary in the bathroom? yes 14 +1 John went to the bedroom. +2 Mary travelled to the bathroom. +3 Is John in the garden? no 1 +4 Mary went back to the kitchen. +5 Sandra travelled to the office. +6 Is Mary in the garden? no 4 +7 Daniel went back to the hallway. +8 Sandra took the apple there. +9 Is Sandra in the hallway? no 5 +10 Sandra left the apple. +11 Sandra took the apple there. +12 Is Daniel in the kitchen? no 7 +13 Sandra went to the kitchen. +14 John moved to the hallway. +15 Is John in the hallway? yes 14 +1 John went back to the garden. +2 John went back to the office. +3 Is John in the office? yes 2 +4 Mary took the apple there. +5 Daniel journeyed to the garden. +6 Is Daniel in the bedroom? no 5 +7 Daniel travelled to the bedroom. +8 Sandra went to the office. +9 Is John in the bathroom? no 2 +10 Daniel travelled to the garden. +11 Sandra journeyed to the bathroom. +12 Is Sandra in the office? no 11 +13 John journeyed to the garden. +14 John travelled to the office. +15 Is Sandra in the kitchen? no 11 +1 Mary went to the office. +2 Mary moved to the garden. +3 Is Mary in the office? no 2 +4 John moved to the hallway. +5 John moved to the office. +6 Is Mary in the garden? yes 2 +7 John took the football there. +8 Sandra travelled to the bedroom. +9 Is John in the office? yes 5 +10 Sandra journeyed to the bathroom. +11 Daniel travelled to the office. +12 Is Daniel in the hallway? no 11 +13 Daniel went to the hallway. +14 Daniel travelled to the office. +15 Is Daniel in the office? yes 14 +1 Sandra travelled to the office. +2 Sandra moved to the garden. +3 Is Sandra in the hallway? no 2 +4 Mary moved to the garden. +5 John picked up the football there. +6 Is Sandra in the garden? yes 2 +7 John dropped the football. +8 Sandra journeyed to the office. +9 Is Sandra in the bathroom? no 8 +10 Mary travelled to the kitchen. +11 John travelled to the bedroom. +12 Is Mary in the hallway? no 10 +13 John travelled to the kitchen. +14 John moved to the bathroom. +15 Is John in the bathroom? yes 14 +1 Mary journeyed to the hallway. +2 Sandra journeyed to the kitchen. +3 Is Sandra in the bedroom? no 2 +4 Sandra got the apple there. +5 Mary went back to the kitchen. +6 Is Sandra in the garden? no 2 +7 Mary went back to the hallway. +8 Sandra left the apple. +9 Is Mary in the hallway? yes 7 +10 John travelled to the kitchen. +11 John grabbed the apple there. +12 Is John in the hallway? no 10 +13 Daniel travelled to the garden. +14 Daniel journeyed to the office. +15 Is Daniel in the office? yes 14 +1 Mary travelled to the kitchen. +2 John went to the bedroom. +3 Is John in the bedroom? yes 2 +4 Daniel travelled to the hallway. +5 Daniel went to the kitchen. +6 Is Daniel in the kitchen? yes 5 +7 Sandra travelled to the kitchen. +8 Mary travelled to the garden. +9 Is Daniel in the bathroom? no 5 +10 Mary grabbed the apple there. +11 John moved to the hallway. +12 Is Daniel in the kitchen? yes 5 +13 John went back to the bathroom. +14 Mary dropped the apple there. +15 Is John in the bathroom? yes 13 +1 Sandra travelled to the kitchen. +2 Mary went back to the garden. +3 Is Mary in the garden? yes 2 +4 John picked up the milk there. +5 Daniel grabbed the apple there. +6 Is Mary in the garden? yes 2 +7 Mary grabbed the football there. +8 John put down the milk. +9 Is Mary in the hallway? no 2 +10 Sandra went to the office. +11 John travelled to the garden. +12 Is John in the garden? yes 11 +13 Mary put down the football. +14 Sandra moved to the bathroom. +15 Is Sandra in the office? no 14 +1 Mary grabbed the milk there. +2 Mary discarded the milk. +3 Daniel moved to the hallway. +4 John picked up the football there. +5 Is Daniel in the hallway? yes 3 +6 Sandra picked up the milk there. +7 Sandra discarded the milk. +8 Is Daniel in the hallway? yes 3 +9 Sandra journeyed to the garden. +10 Mary took the milk there. +11 Is Sandra in the garden? yes 9 +12 John journeyed to the garden. +13 John picked up the apple there. +14 Is John in the garden? yes 12 +15 Mary left the milk. +16 Sandra moved to the bathroom. +17 Is John in the hallway? no 12 +1 Daniel moved to the garden. +2 Mary journeyed to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 Daniel got the football there. +5 Daniel moved to the kitchen. +6 Is Daniel in the bedroom? no 5 +7 John went to the garden. +8 Mary moved to the kitchen. +9 Is Mary in the garden? no 8 +10 Mary took the milk there. +11 Mary dropped the milk. +12 Is Daniel in the kitchen? yes 5 +13 Daniel travelled to the bathroom. +14 John travelled to the office. +15 Is Mary in the office? no 8 +1 John picked up the milk there. +2 John went to the kitchen. +3 Is John in the bedroom? no 2 +4 John left the milk. +5 John grabbed the milk there. +6 Is John in the kitchen? yes 2 +7 John put down the milk. +8 Daniel went to the garden. +9 Is Daniel in the office? no 8 +10 John grabbed the milk there. +11 Daniel moved to the hallway. +12 Is Daniel in the kitchen? no 11 +13 Mary travelled to the bedroom. +14 Mary journeyed to the hallway. +15 Is Mary in the hallway? yes 14 +1 Mary moved to the office. +2 Mary moved to the kitchen. +3 Is Mary in the kitchen? yes 2 +4 John journeyed to the garden. +5 John journeyed to the kitchen. +6 Is John in the office? no 5 +7 John went to the garden. +8 Daniel journeyed to the kitchen. +9 Is John in the bathroom? no 7 +10 Sandra got the milk there. +11 Mary travelled to the garden. +12 Is John in the garden? yes 7 +13 John journeyed to the kitchen. +14 Sandra went to the hallway. +15 Is Sandra in the hallway? yes 14 +1 Sandra grabbed the football there. +2 Sandra went back to the garden. +3 Is Sandra in the garden? yes 2 +4 Sandra got the apple there. +5 Mary went to the bedroom. +6 Is Sandra in the garden? yes 2 +7 Sandra discarded the football. +8 Sandra dropped the apple. +9 Is Sandra in the garden? yes 2 +10 John journeyed to the kitchen. +11 Sandra picked up the football there. +12 Is John in the hallway? no 10 +13 Mary grabbed the milk there. +14 Mary travelled to the garden. +15 Is Mary in the garden? yes 14 +1 John took the milk there. +2 Mary grabbed the apple there. +3 Mary went back to the office. +4 Daniel went to the garden. +5 Is Daniel in the garden? yes 4 +6 Daniel went back to the kitchen. +7 John put down the milk. +8 Is Daniel in the kitchen? yes 6 +9 Sandra travelled to the garden. +10 John got the milk there. +11 Is Daniel in the kitchen? yes 6 +12 Mary discarded the apple. +13 John went to the kitchen. +14 Is Sandra in the hallway? no 9 +15 Mary moved to the kitchen. +16 Daniel went back to the office. +17 Is Mary in the garden? no 15 +1 John went back to the bathroom. +2 John went to the garden. +3 Is John in the garden? yes 2 +4 Daniel moved to the bathroom. +5 Daniel moved to the garden. +6 Is John in the garden? yes 2 +7 John journeyed to the bathroom. +8 Sandra journeyed to the hallway. +9 Is Sandra in the hallway? yes 8 +10 Daniel moved to the bedroom. +11 Daniel went to the office. +12 Is John in the bathroom? yes 7 +13 Mary went to the office. +14 Mary grabbed the apple there. +15 Is Daniel in the office? yes 11 +1 Mary journeyed to the garden. +2 Mary travelled to the hallway. +3 Is Mary in the kitchen? no 2 +4 Daniel moved to the garden. +5 Daniel went to the hallway. +6 Is Mary in the hallway? yes 2 +7 Sandra travelled to the bedroom. +8 John got the apple there. +9 Is Sandra in the garden? no 7 +10 John moved to the bedroom. +11 Daniel got the football there. +12 Is John in the bedroom? yes 10 +13 Daniel put down the football. +14 John put down the apple. +15 Is John in the kitchen? no 10 +1 John went back to the garden. +2 John journeyed to the bedroom. +3 Is John in the hallway? no 2 +4 Daniel travelled to the garden. +5 Mary journeyed to the bedroom. +6 Is John in the bedroom? yes 2 +7 Daniel got the apple there. +8 John went back to the hallway. +9 Is John in the garden? no 8 +10 Daniel dropped the apple. +11 John moved to the garden. +12 Is John in the garden? yes 11 +13 John travelled to the hallway. +14 Sandra travelled to the bathroom. +15 Is John in the hallway? yes 13 +1 Mary took the football there. +2 Sandra grabbed the milk there. +3 Mary left the football. +4 Daniel travelled to the garden. +5 Is Daniel in the bedroom? no 4 +6 Daniel journeyed to the hallway. +7 Sandra put down the milk. +8 Is Daniel in the bathroom? no 6 +9 Mary grabbed the football there. +10 John went back to the bedroom. +11 Is Daniel in the kitchen? no 6 +12 Daniel went to the garden. +13 Sandra went to the bedroom. +14 Is John in the office? no 10 +15 Mary put down the football. +16 Daniel moved to the office. +17 Is Sandra in the hallway? no 13 +1 Mary went back to the office. +2 Mary journeyed to the garden. +3 Is Mary in the garden? yes 2 +4 John got the football there. +5 Mary went back to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 Sandra went to the hallway. +8 John got the apple there. +9 Is Mary in the bathroom? yes 5 +10 John went to the bedroom. +11 Sandra went to the office. +12 Is Sandra in the office? yes 11 +13 John dropped the football. +14 Mary went to the office. +15 Is John in the garden? no 10 +1 Daniel went to the kitchen. +2 Sandra grabbed the milk there. +3 Is Daniel in the garden? no 1 +4 Daniel travelled to the office. +5 Sandra put down the milk. +6 Is Daniel in the office? yes 4 +7 John journeyed to the office. +8 Sandra took the milk there. +9 Is John in the office? yes 7 +10 Daniel journeyed to the bedroom. +11 Mary went to the garden. +12 Is John in the kitchen? no 7 +13 Mary went to the kitchen. +14 Sandra went to the hallway. +15 Is Mary in the kitchen? yes 13 +1 Daniel went back to the office. +2 John took the milk there. +3 Is Daniel in the kitchen? no 1 +4 Daniel grabbed the football there. +5 Sandra went back to the garden. +6 Is Daniel in the kitchen? no 1 +7 John journeyed to the office. +8 Sandra moved to the hallway. +9 Is Sandra in the hallway? yes 8 +10 Daniel left the football. +11 Sandra travelled to the office. +12 Is Sandra in the office? yes 11 +13 Daniel picked up the football there. +14 John put down the milk there. +15 Is Sandra in the hallway? no 11 +1 Daniel travelled to the bedroom. +2 Daniel picked up the football there. +3 Is Daniel in the bedroom? yes 1 +4 John travelled to the kitchen. +5 Mary went back to the garden. +6 Is John in the bathroom? no 4 +7 Sandra took the milk there. +8 Mary journeyed to the bedroom. +9 Is Mary in the bedroom? yes 8 +10 John went to the hallway. +11 Sandra discarded the milk there. +12 Is John in the hallway? yes 10 +13 Sandra went to the kitchen. +14 John went to the kitchen. +15 Is Sandra in the kitchen? yes 13 +1 Sandra journeyed to the kitchen. +2 Daniel travelled to the bedroom. +3 Is Sandra in the kitchen? yes 1 +4 John went to the office. +5 Mary went back to the bedroom. +6 Is Mary in the bedroom? yes 5 +7 Sandra travelled to the bedroom. +8 Daniel journeyed to the kitchen. +9 Is Daniel in the office? no 8 +10 Mary journeyed to the bathroom. +11 Mary went back to the garden. +12 Is Mary in the hallway? no 11 +13 Mary moved to the office. +14 Mary went back to the garden. +15 Is Mary in the garden? yes 14 +1 Sandra went back to the office. +2 Mary moved to the office. +3 Is Mary in the kitchen? no 2 +4 Sandra moved to the hallway. +5 Sandra went to the garden. +6 Is Sandra in the garden? yes 5 +7 Sandra grabbed the milk there. +8 John went back to the hallway. +9 Is John in the hallway? yes 8 +10 John took the apple there. +11 John journeyed to the kitchen. +12 Is Sandra in the bedroom? no 5 +13 Mary went to the bathroom. +14 Mary got the football there. +15 Is John in the kitchen? yes 11 +1 Sandra moved to the office. +2 Daniel moved to the bathroom. +3 Is Sandra in the garden? no 1 +4 John got the apple there. +5 John discarded the apple. +6 Is Daniel in the garden? no 2 +7 John travelled to the bathroom. +8 Mary travelled to the garden. +9 Is John in the bathroom? yes 7 +10 Daniel went back to the kitchen. +11 Sandra travelled to the hallway. +12 Is Sandra in the bedroom? no 11 +13 Mary took the milk there. +14 Sandra picked up the apple there. +15 Is Daniel in the bathroom? no 10 +1 John grabbed the football there. +2 John left the football there. +3 Sandra moved to the kitchen. +4 John went back to the garden. +5 Is John in the office? no 4 +6 Daniel took the football there. +7 John went back to the hallway. +8 Is John in the bathroom? no 7 +9 Mary travelled to the bedroom. +10 Mary went back to the bathroom. +11 Is John in the hallway? yes 7 +12 Mary went back to the hallway. +13 Mary went back to the kitchen. +14 Is Mary in the kitchen? yes 13 +15 Daniel travelled to the bathroom. +16 John went back to the bathroom. +17 Is Mary in the hallway? no 13 +1 John moved to the bedroom. +2 John travelled to the bathroom. +3 Is John in the bathroom? yes 2 +4 Sandra took the football there. +5 Daniel went back to the bedroom. +6 Is John in the office? no 2 +7 Sandra dropped the football. +8 John moved to the kitchen. +9 Is John in the kitchen? yes 8 +10 Sandra picked up the apple there. +11 Daniel travelled to the hallway. +12 Is Daniel in the kitchen? no 11 +13 Daniel picked up the milk there. +14 Daniel left the milk. +15 Is Daniel in the bathroom? no 11 +1 John travelled to the office. +2 Daniel picked up the football there. +3 Is John in the office? yes 1 +4 John went back to the hallway. +5 Daniel put down the football there. +6 Is John in the hallway? yes 4 +7 Daniel grabbed the milk there. +8 Sandra travelled to the bedroom. +9 Is John in the hallway? yes 4 +10 Daniel got the apple there. +11 John travelled to the bedroom. +12 Is John in the bedroom? yes 11 +13 John moved to the office. +14 John moved to the hallway. +15 Is John in the kitchen? no 14 +1 Mary went to the bathroom. +2 Sandra journeyed to the garden. +3 Is Mary in the bathroom? yes 1 +4 Mary picked up the milk there. +5 Mary put down the milk. +6 Is Sandra in the hallway? no 2 +7 Mary journeyed to the office. +8 Mary went back to the hallway. +9 Is Mary in the garden? no 8 +10 John moved to the hallway. +11 Daniel travelled to the hallway. +12 Is Daniel in the hallway? yes 11 +13 Sandra got the apple there. +14 Daniel journeyed to the kitchen. +15 Is Mary in the bedroom? no 8 +1 Sandra went to the bedroom. +2 Sandra went to the hallway. +3 Is Sandra in the hallway? yes 2 +4 Sandra travelled to the bathroom. +5 John journeyed to the bathroom. +6 Is Sandra in the kitchen? no 4 +7 Mary took the apple there. +8 John travelled to the kitchen. +9 Is John in the office? no 8 +10 Mary travelled to the kitchen. +11 John journeyed to the garden. +12 Is John in the bathroom? no 11 +13 Mary discarded the apple there. +14 John moved to the hallway. +15 Is John in the hallway? yes 14 +1 Mary picked up the apple there. +2 Mary went back to the office. +3 Is Mary in the bathroom? no 2 +4 Sandra journeyed to the garden. +5 Daniel moved to the hallway. +6 Is Mary in the hallway? no 2 +7 Daniel journeyed to the kitchen. +8 Mary travelled to the bathroom. +9 Is Daniel in the bathroom? no 7 +10 Mary travelled to the garden. +11 Mary dropped the apple. +12 Is Mary in the hallway? no 10 +13 Mary got the apple there. +14 Mary dropped the apple. +15 Is Mary in the garden? yes 10 +1 Mary moved to the hallway. +2 Sandra moved to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Daniel travelled to the bathroom. +5 Daniel went to the garden. +6 Is Daniel in the garden? yes 5 +7 Daniel moved to the hallway. +8 Daniel went back to the kitchen. +9 Is Daniel in the kitchen? yes 8 +10 Sandra journeyed to the kitchen. +11 Mary travelled to the kitchen. +12 Is Sandra in the kitchen? yes 10 +13 Daniel journeyed to the hallway. +14 Mary moved to the bathroom. +15 Is Daniel in the hallway? yes 13 +1 Sandra moved to the bedroom. +2 Mary travelled to the bedroom. +3 Is Sandra in the bedroom? yes 1 +4 Sandra moved to the bathroom. +5 Mary moved to the kitchen. +6 Is Mary in the kitchen? yes 5 +7 John travelled to the bedroom. +8 Mary got the milk there. +9 Is John in the bedroom? yes 7 +10 Daniel moved to the office. +11 Daniel went back to the bedroom. +12 Is Daniel in the bedroom? yes 11 +13 Mary discarded the milk. +14 Daniel went to the kitchen. +15 Is Daniel in the garden? no 14 +1 Daniel journeyed to the hallway. +2 John went to the bedroom. +3 Is John in the bedroom? yes 2 +4 John got the milk there. +5 Daniel went back to the kitchen. +6 Is John in the garden? no 2 +7 Daniel went back to the office. +8 Daniel moved to the kitchen. +9 Is Daniel in the kitchen? yes 8 +10 Mary journeyed to the office. +11 Daniel moved to the garden. +12 Is Daniel in the garden? yes 11 +13 John went to the garden. +14 Mary went back to the hallway. +15 Is Daniel in the office? no 11 +1 Daniel went to the bedroom. +2 Daniel travelled to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 Mary moved to the kitchen. +5 Mary journeyed to the garden. +6 Is Mary in the hallway? no 5 +7 Sandra got the football there. +8 Mary went to the bathroom. +9 Is Mary in the bathroom? yes 8 +10 Mary grabbed the apple there. +11 Sandra journeyed to the hallway. +12 Is Mary in the bedroom? no 8 +13 Sandra put down the football. +14 Daniel went back to the kitchen. +15 Is Mary in the bathroom? yes 8 +1 John grabbed the milk there. +2 Daniel got the apple there. +3 Sandra moved to the bedroom. +4 John journeyed to the garden. +5 Is Sandra in the bathroom? no 3 +6 John discarded the milk. +7 John got the milk there. +8 Is Sandra in the kitchen? no 3 +9 Mary journeyed to the bedroom. +10 Daniel journeyed to the bedroom. +11 Is Mary in the garden? no 9 +12 Sandra travelled to the office. +13 Sandra went to the kitchen. +14 Is Daniel in the bedroom? yes 10 +15 Daniel left the apple. +16 Sandra travelled to the bathroom. +17 Is Sandra in the office? no 16 +1 Mary went to the hallway. +2 Sandra travelled to the bedroom. +3 Is Mary in the hallway? yes 1 +4 Mary picked up the football there. +5 Sandra went back to the bathroom. +6 Is Sandra in the bathroom? yes 5 +7 Sandra took the milk there. +8 Sandra discarded the milk there. +9 Is Sandra in the bathroom? yes 5 +10 Sandra moved to the garden. +11 John travelled to the bathroom. +12 Is Sandra in the office? no 10 +13 Mary went back to the kitchen. +14 Mary moved to the garden. +15 Is Sandra in the hallway? no 10 +1 Sandra journeyed to the kitchen. +2 Sandra picked up the milk there. +3 Is Sandra in the kitchen? yes 1 +4 Daniel went to the garden. +5 Daniel grabbed the apple there. +6 Is Sandra in the bedroom? no 1 +7 Daniel put down the apple. +8 John picked up the apple there. +9 Is Daniel in the bedroom? no 4 +10 John dropped the apple there. +11 Daniel travelled to the bathroom. +12 Is Daniel in the bathroom? yes 11 +13 John took the apple there. +14 Mary went back to the garden. +15 Is Mary in the bedroom? no 14 +1 Mary took the apple there. +2 Sandra took the milk there. +3 Sandra travelled to the kitchen. +4 John moved to the bathroom. +5 Is John in the kitchen? no 4 +6 Sandra went to the hallway. +7 Sandra went to the garden. +8 Is Sandra in the office? no 7 +9 John went to the kitchen. +10 Mary left the apple. +11 Is John in the hallway? no 9 +12 Sandra left the milk. +13 Mary got the apple there. +14 Is Sandra in the garden? yes 7 +15 Sandra picked up the milk there. +16 Daniel journeyed to the garden. +17 Is Daniel in the garden? yes 16 +1 Daniel went to the bedroom. +2 Mary got the apple there. +3 Is Daniel in the bedroom? yes 1 +4 Mary journeyed to the hallway. +5 John went to the kitchen. +6 Is Daniel in the bedroom? yes 1 +7 Daniel took the milk there. +8 John journeyed to the bedroom. +9 Is Mary in the office? no 4 +10 Daniel left the milk. +11 Mary put down the apple. +12 Is John in the bedroom? yes 8 +13 John picked up the milk there. +14 John journeyed to the hallway. +15 Is John in the hallway? yes 14 +1 Daniel journeyed to the kitchen. +2 Sandra took the milk there. +3 Is Daniel in the kitchen? yes 1 +4 Daniel took the football there. +5 Daniel dropped the football. +6 Is Daniel in the bathroom? no 1 +7 Mary moved to the office. +8 Mary travelled to the bathroom. +9 Is Mary in the hallway? no 8 +10 Sandra discarded the milk. +11 Daniel picked up the football there. +12 Is Mary in the bathroom? yes 8 +13 Mary travelled to the garden. +14 Sandra took the milk there. +15 Is Mary in the garden? yes 13 +1 Mary moved to the bedroom. +2 Daniel moved to the garden. +3 Is Daniel in the office? no 2 +4 John moved to the office. +5 Mary travelled to the office. +6 Is Daniel in the garden? yes 2 +7 Mary went to the bedroom. +8 Daniel picked up the football there. +9 Is Mary in the hallway? no 7 +10 Daniel went back to the bedroom. +11 Mary travelled to the bathroom. +12 Is Mary in the hallway? no 11 +13 Mary went back to the office. +14 Daniel put down the football. +15 Is Daniel in the office? no 10 +1 Daniel went back to the hallway. +2 John grabbed the apple there. +3 Is Daniel in the bathroom? no 1 +4 John dropped the apple. +5 Daniel journeyed to the kitchen. +6 Is Daniel in the bedroom? no 5 +7 John picked up the apple there. +8 Daniel journeyed to the hallway. +9 Is Daniel in the kitchen? no 8 +10 John left the apple. +11 Daniel journeyed to the bathroom. +12 Is Daniel in the bathroom? yes 11 +13 John moved to the office. +14 Sandra went to the kitchen. +15 Is Sandra in the garden? no 14 +1 John moved to the garden. +2 Sandra journeyed to the office. +3 Is Sandra in the hallway? no 2 +4 Daniel went to the bathroom. +5 John grabbed the football there. +6 Is Sandra in the bathroom? no 2 +7 John dropped the football there. +8 John grabbed the football there. +9 Is Sandra in the bedroom? no 2 +10 John went to the hallway. +11 Daniel took the apple there. +12 Is John in the garden? no 10 +13 John journeyed to the office. +14 John put down the football. +15 Is John in the office? yes 13 +1 Daniel went back to the hallway. +2 Daniel went to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 John moved to the office. +5 Sandra moved to the office. +6 Is Daniel in the bathroom? yes 2 +7 Sandra travelled to the bedroom. +8 Daniel moved to the hallway. +9 Is Daniel in the hallway? yes 8 +10 Daniel went to the office. +11 Mary grabbed the milk there. +12 Is Daniel in the office? yes 10 +13 Mary left the milk. +14 Mary moved to the kitchen. +15 Is Mary in the kitchen? yes 14 +1 Mary journeyed to the garden. +2 Daniel travelled to the bathroom. +3 Is Mary in the garden? yes 1 +4 John moved to the hallway. +5 Daniel went to the hallway. +6 Is John in the hallway? yes 4 +7 Daniel journeyed to the garden. +8 Daniel picked up the apple there. +9 Is Daniel in the bathroom? no 7 +10 Mary moved to the bathroom. +11 Daniel left the apple. +12 Is Daniel in the garden? yes 7 +13 Mary went back to the kitchen. +14 John moved to the bedroom. +15 Is John in the bathroom? no 14 +1 Sandra got the football there. +2 John went to the bathroom. +3 Is John in the bathroom? yes 2 +4 Mary travelled to the kitchen. +5 Sandra put down the football. +6 Is Mary in the bedroom? no 4 +7 Sandra went to the hallway. +8 Sandra went back to the garden. +9 Is Sandra in the garden? yes 8 +10 Sandra went back to the bathroom. +11 Sandra travelled to the bedroom. +12 Is Sandra in the bedroom? yes 11 +13 Mary picked up the milk there. +14 Daniel went back to the bedroom. +15 Is Sandra in the office? no 11 +1 Sandra travelled to the garden. +2 John got the football there. +3 Is Sandra in the garden? yes 1 +4 Mary journeyed to the bathroom. +5 John discarded the football. +6 Is Mary in the bathroom? yes 4 +7 John got the football there. +8 Sandra journeyed to the office. +9 Is Mary in the bathroom? yes 4 +10 Daniel journeyed to the office. +11 John left the football. +12 Is Daniel in the office? yes 10 +13 John got the football there. +14 Mary went to the office. +15 Is Sandra in the bathroom? no 8 +1 Sandra travelled to the garden. +2 Daniel moved to the bathroom. +3 Is Sandra in the garden? yes 1 +4 Mary journeyed to the office. +5 Daniel journeyed to the garden. +6 Is Mary in the bedroom? no 4 +7 Daniel picked up the milk there. +8 John journeyed to the hallway. +9 Is Daniel in the bathroom? no 5 +10 Sandra travelled to the bedroom. +11 Daniel journeyed to the hallway. +12 Is Daniel in the garden? no 11 +13 Mary travelled to the bedroom. +14 Daniel moved to the kitchen. +15 Is Sandra in the bedroom? yes 10 +1 Daniel journeyed to the hallway. +2 Mary got the milk there. +3 Is Daniel in the hallway? yes 1 +4 Mary went back to the kitchen. +5 Sandra moved to the bathroom. +6 Is Daniel in the hallway? yes 1 +7 Mary took the football there. +8 John went back to the bedroom. +9 Is Mary in the kitchen? yes 4 +10 Sandra moved to the office. +11 Sandra travelled to the bedroom. +12 Is John in the bedroom? yes 8 +13 John journeyed to the kitchen. +14 Daniel travelled to the office. +15 Is Sandra in the bedroom? yes 11 +1 John went back to the hallway. +2 Mary grabbed the apple there. +3 Is John in the hallway? yes 1 +4 Sandra journeyed to the garden. +5 Sandra journeyed to the hallway. +6 Is Sandra in the bathroom? no 5 +7 John got the milk there. +8 Mary went to the bathroom. +9 Is Mary in the garden? no 8 +10 Mary travelled to the office. +11 Daniel moved to the bathroom. +12 Is Mary in the garden? no 10 +13 Mary dropped the apple. +14 John went back to the bathroom. +15 Is Daniel in the bathroom? yes 11 +1 Mary went to the bathroom. +2 Sandra grabbed the football there. +3 Is Mary in the kitchen? no 1 +4 John journeyed to the office. +5 Sandra left the football. +6 Is Mary in the bathroom? yes 1 +7 Mary grabbed the milk there. +8 Sandra got the football there. +9 Is John in the office? yes 4 +10 John went to the hallway. +11 Daniel went to the bedroom. +12 Is Daniel in the bedroom? yes 11 +13 Daniel moved to the kitchen. +14 Mary discarded the milk. +15 Is Daniel in the garden? no 13 +1 Sandra went to the bathroom. +2 John grabbed the milk there. +3 Is Sandra in the hallway? no 1 +4 Daniel got the football there. +5 Sandra took the apple there. +6 Is Sandra in the bathroom? yes 1 +7 Sandra put down the apple there. +8 John put down the milk. +9 Sandra went to the kitchen. +10 Mary grabbed the milk there. +11 Is Sandra in the bedroom? no 9 +12 Sandra travelled to the hallway. +13 Daniel dropped the football. +14 Is Sandra in the office? no 12 +15 John moved to the bathroom. +16 Mary dropped the milk. +17 Is John in the hallway? no 15 +1 Sandra went back to the garden. +2 Mary went back to the kitchen. +3 Is Mary in the hallway? no 2 +4 John picked up the apple there. +5 Daniel went back to the bathroom. +6 Is Sandra in the garden? yes 1 +7 Sandra journeyed to the bathroom. +8 Daniel journeyed to the kitchen. +9 Is Sandra in the bathroom? yes 7 +10 John put down the apple. +11 Mary took the apple there. +12 Is Sandra in the hallway? no 7 +13 Sandra went to the hallway. +14 Mary journeyed to the office. +15 Is Mary in the office? yes 14 +1 John went to the office. +2 Daniel got the milk there. +3 Is John in the garden? no 1 +4 Sandra journeyed to the bathroom. +5 John journeyed to the kitchen. +6 Is John in the kitchen? yes 5 +7 John journeyed to the bedroom. +8 Daniel journeyed to the bedroom. +9 Is John in the office? no 7 +10 John travelled to the office. +11 Daniel moved to the bathroom. +12 Is John in the office? yes 10 +13 Daniel moved to the office. +14 Daniel dropped the milk. +15 Is John in the garden? no 10 +1 Sandra took the football there. +2 Daniel picked up the apple there. +3 John went back to the hallway. +4 Mary journeyed to the hallway. +5 Is Mary in the hallway? yes 4 +6 Daniel travelled to the garden. +7 Daniel put down the apple. +8 Is Mary in the kitchen? no 4 +9 Daniel picked up the apple there. +10 Sandra went to the bedroom. +11 Is Sandra in the bedroom? yes 10 +12 Daniel put down the apple. +13 Daniel went to the office. +14 Is Daniel in the office? yes 13 +15 Mary journeyed to the garden. +16 Sandra travelled to the kitchen. +17 Is Sandra in the bathroom? no 16 +1 Mary went to the bathroom. +2 John went to the bathroom. +3 Is Mary in the office? no 1 +4 John grabbed the football there. +5 John went to the office. +6 Is John in the office? yes 5 +7 John travelled to the bathroom. +8 John put down the football. +9 Is John in the bathroom? yes 7 +10 John travelled to the garden. +11 Sandra went back to the office. +12 Is John in the garden? yes 10 +13 Daniel went to the bathroom. +14 John got the apple there. +15 Is Daniel in the bedroom? no 13 +1 Mary grabbed the football there. +2 Mary took the apple there. +3 Mary put down the football. +4 Daniel journeyed to the office. +5 Is Daniel in the hallway? no 4 +6 Mary took the football there. +7 Daniel travelled to the garden. +8 Is Daniel in the office? no 7 +9 Mary left the apple. +10 John took the apple there. +11 Is Daniel in the garden? yes 7 +12 Mary journeyed to the bathroom. +13 John dropped the apple. +14 Is Mary in the garden? no 12 +15 John grabbed the apple there. +16 Daniel moved to the hallway. +17 Is Daniel in the kitchen? no 16 +1 John went back to the bathroom. +2 Sandra travelled to the bedroom. +3 Is John in the garden? no 1 +4 Sandra got the apple there. +5 Mary travelled to the hallway. +6 Is Sandra in the garden? no 2 +7 Sandra dropped the apple. +8 Mary went to the garden. +9 Is Sandra in the bedroom? yes 2 +10 Mary took the football there. +11 Daniel moved to the bathroom. +12 Is Daniel in the bathroom? yes 11 +13 Mary put down the football there. +14 John moved to the office. +15 Is Mary in the garden? yes 8 +1 John went back to the bathroom. +2 John moved to the kitchen. +3 Is John in the kitchen? yes 2 +4 Daniel travelled to the hallway. +5 Sandra went to the bedroom. +6 Is John in the kitchen? yes 2 +7 Sandra moved to the bathroom. +8 Daniel went to the garden. +9 Is Daniel in the hallway? no 8 +10 John moved to the hallway. +11 John moved to the bathroom. +12 Is John in the bathroom? yes 11 +13 Daniel journeyed to the kitchen. +14 Daniel journeyed to the bathroom. +15 Is John in the bedroom? no 11 +1 Mary travelled to the garden. +2 Sandra went to the kitchen. +3 Is Sandra in the garden? no 2 +4 John journeyed to the hallway. +5 John travelled to the kitchen. +6 Is John in the bathroom? no 5 +7 Daniel went to the hallway. +8 Daniel grabbed the football there. +9 Is Sandra in the kitchen? yes 2 +10 Daniel discarded the football. +11 John went back to the hallway. +12 Is Daniel in the hallway? yes 7 +13 Daniel got the football there. +14 Mary journeyed to the office. +15 Is Mary in the kitchen? no 14 +1 Mary journeyed to the hallway. +2 Daniel picked up the football there. +3 Is Mary in the hallway? yes 1 +4 Daniel journeyed to the garden. +5 Daniel went to the office. +6 Is Daniel in the office? yes 5 +7 Mary grabbed the apple there. +8 Daniel moved to the garden. +9 Is Daniel in the garden? yes 8 +10 Daniel journeyed to the kitchen. +11 John moved to the garden. +12 Is Daniel in the kitchen? yes 10 +13 Daniel put down the football. +14 Mary put down the apple. +15 Is Daniel in the kitchen? yes 10 +1 Mary travelled to the garden. +2 Mary got the milk there. +3 Is Mary in the garden? yes 1 +4 Sandra went to the bathroom. +5 Mary discarded the milk. +6 Is Sandra in the hallway? no 4 +7 Mary picked up the milk there. +8 Daniel picked up the football there. +9 Is Sandra in the kitchen? no 4 +10 Daniel moved to the office. +11 Daniel discarded the football. +12 Is Daniel in the office? yes 10 +13 Daniel travelled to the bathroom. +14 Daniel went to the hallway. +15 Is Daniel in the hallway? yes 14 +1 John journeyed to the office. +2 Mary took the football there. +3 Is John in the office? yes 1 +4 Mary put down the football. +5 Mary went to the bathroom. +6 Is Mary in the bedroom? no 5 +7 Daniel journeyed to the garden. +8 Sandra moved to the kitchen. +9 Is Sandra in the garden? no 8 +10 Daniel went to the bathroom. +11 Sandra picked up the apple there. +12 Is Mary in the bathroom? yes 5 +13 John journeyed to the bathroom. +14 Sandra moved to the bedroom. +15 Is Sandra in the hallway? no 14 +1 Sandra went back to the bathroom. +2 Sandra grabbed the apple there. +3 Is Sandra in the bathroom? yes 1 +4 Mary travelled to the garden. +5 Daniel went back to the office. +6 Is Daniel in the bedroom? no 5 +7 Mary grabbed the milk there. +8 Sandra went to the kitchen. +9 Is Daniel in the office? yes 5 +10 Mary grabbed the football there. +11 Daniel went back to the bedroom. +12 Is Daniel in the bedroom? yes 11 +13 John moved to the kitchen. +14 Sandra left the apple. +15 Is Sandra in the garden? no 8 +1 John got the apple there. +2 John took the milk there. +3 John discarded the milk. +4 John picked up the milk there. +5 Daniel went back to the garden. +6 Mary moved to the garden. +7 Is Mary in the office? no 6 +8 Daniel took the football there. +9 John left the milk. +10 Is Daniel in the bedroom? no 5 +11 Mary journeyed to the bedroom. +12 Mary went to the bathroom. +13 Is Mary in the bathroom? yes 12 +14 Sandra journeyed to the bedroom. +15 Daniel went back to the bedroom. +16 Is Daniel in the bathroom? no 15 +17 Mary went back to the hallway. +18 Sandra moved to the office. +19 Is Mary in the hallway? yes 17 +1 John grabbed the football there. +2 John discarded the football. +3 John grabbed the football there. +4 Sandra got the apple there. +5 Sandra put down the apple. +6 John travelled to the kitchen. +7 Is John in the garden? no 6 +8 John moved to the garden. +9 John took the milk there. +10 Is John in the hallway? no 8 +11 Sandra journeyed to the kitchen. +12 John moved to the bedroom. +13 Is Sandra in the kitchen? yes 11 +14 John went back to the bathroom. +15 John left the football. +16 Is John in the office? no 14 +17 Mary journeyed to the hallway. +18 Mary grabbed the apple there. +19 Is Mary in the kitchen? no 17 +1 John got the milk there. +2 John left the milk. +3 John travelled to the garden. +4 Daniel moved to the hallway. +5 Is Daniel in the office? no 4 +6 Mary went back to the office. +7 Mary picked up the football there. +8 Is Mary in the garden? no 6 +9 Sandra went to the hallway. +10 John moved to the kitchen. +11 Is Mary in the office? yes 6 +12 Daniel moved to the bedroom. +13 Daniel moved to the kitchen. +14 Is Daniel in the bathroom? no 13 +15 Daniel travelled to the bathroom. +16 Daniel journeyed to the bedroom. +17 Is Daniel in the garden? no 16 +1 John went to the kitchen. +2 Daniel moved to the garden. +3 Is John in the garden? no 1 +4 John went to the hallway. +5 John moved to the garden. +6 Is John in the garden? yes 5 +7 Daniel moved to the kitchen. +8 Daniel went back to the bathroom. +9 Is Daniel in the office? no 8 +10 Sandra got the milk there. +11 Daniel journeyed to the bedroom. +12 Is Daniel in the bedroom? yes 11 +13 Daniel journeyed to the bathroom. +14 Sandra journeyed to the hallway. +15 Is Sandra in the bedroom? no 14 +1 Daniel went to the bathroom. +2 Sandra travelled to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Sandra got the football there. +5 John went to the kitchen. +6 Is Daniel in the kitchen? no 1 +7 Sandra put down the football. +8 Daniel went back to the office. +9 Is Sandra in the kitchen? yes 2 +10 Sandra took the football there. +11 Daniel went to the garden. +12 Is Daniel in the garden? yes 11 +13 Mary moved to the office. +14 Sandra went to the hallway. +15 Is Daniel in the office? no 11 +1 Sandra moved to the hallway. +2 Daniel journeyed to the bathroom. +3 Is Daniel in the hallway? no 2 +4 John got the apple there. +5 John went back to the bathroom. +6 Is Sandra in the hallway? yes 1 +7 John took the football there. +8 Daniel got the milk there. +9 Is John in the bathroom? yes 5 +10 Mary went back to the garden. +11 John travelled to the garden. +12 Is Mary in the garden? yes 10 +13 Sandra went to the bathroom. +14 Daniel dropped the milk there. +15 Is Sandra in the bathroom? yes 13 +1 Daniel grabbed the milk there. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the kitchen? no 2 +4 Daniel put down the milk. +5 Mary took the football there. +6 Is Daniel in the kitchen? no 2 +7 Sandra journeyed to the bedroom. +8 Sandra picked up the milk there. +9 Is Sandra in the bedroom? yes 7 +10 Mary dropped the football. +11 Sandra left the milk. +12 Is Sandra in the bedroom? yes 7 +13 Sandra got the milk there. +14 Mary took the football there. +15 Sandra discarded the milk. +16 Daniel took the milk there. +17 John went back to the office. +18 Mary journeyed to the hallway. +19 Is Mary in the hallway? yes 18 +1 Sandra picked up the milk there. +2 John went to the bathroom. +3 Is John in the bathroom? yes 2 +4 Daniel went to the kitchen. +5 Mary travelled to the bathroom. +6 Is Mary in the hallway? no 5 +7 John moved to the kitchen. +8 Mary went to the bedroom. +9 Is John in the kitchen? yes 7 +10 Sandra dropped the milk there. +11 Sandra moved to the kitchen. +12 Is Mary in the bedroom? yes 8 +13 Daniel journeyed to the hallway. +14 Mary travelled to the kitchen. +15 Is Sandra in the bedroom? no 11 +1 Daniel grabbed the football there. +2 Mary journeyed to the hallway. +3 Is Mary in the kitchen? no 2 +4 Daniel dropped the football. +5 Mary travelled to the garden. +6 Is Mary in the garden? yes 5 +7 Daniel picked up the football there. +8 Daniel journeyed to the bedroom. +9 Is Mary in the kitchen? no 5 +10 Sandra moved to the hallway. +11 Daniel went back to the bathroom. +12 Is Sandra in the office? no 10 +13 John went back to the hallway. +14 Sandra travelled to the bathroom. +15 Is John in the hallway? yes 13 +1 Daniel moved to the bedroom. +2 Daniel journeyed to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Mary picked up the milk there. +5 Mary discarded the milk. +6 Is Daniel in the kitchen? yes 2 +7 John travelled to the kitchen. +8 John picked up the apple there. +9 Is John in the kitchen? yes 7 +10 John travelled to the garden. +11 John put down the apple. +12 Is John in the garden? yes 10 +13 John picked up the apple there. +14 Mary went to the garden. +15 Is Mary in the garden? yes 14 +1 Sandra journeyed to the garden. +2 John went to the kitchen. +3 Is John in the office? no 2 +4 Mary travelled to the kitchen. +5 Mary went back to the hallway. +6 Is Sandra in the garden? yes 1 +7 Mary travelled to the office. +8 John travelled to the garden. +9 Is John in the kitchen? no 8 +10 John moved to the hallway. +11 Sandra got the apple there. +12 Is Mary in the office? yes 7 +13 Mary took the milk there. +14 Sandra went back to the kitchen. +15 Is John in the hallway? yes 10 +1 John moved to the bathroom. +2 Daniel grabbed the football there. +3 Is John in the bathroom? yes 1 +4 Sandra moved to the kitchen. +5 Mary got the milk there. +6 Is Sandra in the office? no 4 +7 Daniel put down the football there. +8 Mary travelled to the kitchen. +9 Is Sandra in the bedroom? no 4 +10 Daniel picked up the football there. +11 John travelled to the kitchen. +12 Is Mary in the bathroom? no 8 +13 Daniel went back to the kitchen. +14 Daniel journeyed to the garden. +15 Is Mary in the hallway? no 8 +1 Sandra took the milk there. +2 John went to the kitchen. +3 Is John in the kitchen? yes 2 +4 Daniel moved to the kitchen. +5 Mary travelled to the hallway. +6 Is Daniel in the kitchen? yes 4 +7 John journeyed to the garden. +8 John went to the bedroom. +9 Is Daniel in the office? no 4 +10 Sandra discarded the milk. +11 Mary went back to the bedroom. +12 Is John in the bedroom? yes 8 +13 Daniel travelled to the bedroom. +14 Sandra travelled to the kitchen. +15 Is Sandra in the hallway? no 14 +1 Daniel went back to the hallway. +2 John moved to the kitchen. +3 Is John in the bedroom? no 2 +4 Daniel went to the bathroom. +5 Sandra went to the office. +6 Is Sandra in the office? yes 5 +7 Mary journeyed to the bathroom. +8 Sandra went back to the hallway. +9 Is Sandra in the bedroom? no 8 +10 Sandra journeyed to the office. +11 Mary travelled to the kitchen. +12 Is Sandra in the office? yes 10 +13 Sandra went back to the hallway. +14 Daniel travelled to the office. +15 Is Daniel in the garden? no 14 +1 Daniel travelled to the bathroom. +2 Daniel picked up the apple there. +3 Is Daniel in the bedroom? no 1 +4 Daniel dropped the apple. +5 Sandra moved to the hallway. +6 Is Daniel in the bathroom? yes 1 +7 Daniel grabbed the football there. +8 Daniel took the apple there. +9 Is Sandra in the hallway? yes 5 +10 Daniel put down the football. +11 Daniel dropped the apple there. +12 Is Sandra in the hallway? yes 5 +13 Sandra travelled to the kitchen. +14 Mary went to the bedroom. +15 Is Sandra in the hallway? no 13 +1 Daniel picked up the milk there. +2 Sandra journeyed to the office. +3 Is Sandra in the office? yes 2 +4 John took the football there. +5 Mary went back to the office. +6 Is Sandra in the office? yes 2 +7 John went to the bedroom. +8 Daniel travelled to the office. +9 Is John in the bedroom? yes 7 +10 John travelled to the kitchen. +11 John discarded the football. +12 Is Mary in the office? yes 5 +13 John got the football there. +14 John went to the bathroom. +15 Is Daniel in the office? yes 8 +1 Mary travelled to the kitchen. +2 Mary went back to the garden. +3 Is Mary in the bathroom? no 2 +4 John took the apple there. +5 Sandra journeyed to the office. +6 Is Mary in the garden? yes 2 +7 Mary went back to the bedroom. +8 Sandra took the football there. +9 Is Sandra in the kitchen? no 5 +10 John went back to the bedroom. +11 John journeyed to the garden. +12 Is John in the bedroom? no 11 +13 Daniel went to the bathroom. +14 John left the apple. +15 Is John in the garden? yes 11 +1 Daniel moved to the bathroom. +2 Sandra went to the bathroom. +3 Is Daniel in the bathroom? yes 1 +4 Daniel travelled to the kitchen. +5 Daniel went back to the office. +6 Is Daniel in the bedroom? no 5 +7 John moved to the bedroom. +8 Daniel journeyed to the bedroom. +9 Is John in the bedroom? yes 7 +10 Sandra went to the garden. +11 John went back to the bathroom. +12 Is Daniel in the hallway? no 8 +13 Sandra picked up the milk there. +14 Sandra picked up the apple there. +15 Is Sandra in the office? no 10 +1 Mary journeyed to the office. +2 Mary moved to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 Sandra got the milk there. +5 Sandra went back to the kitchen. +6 Is Sandra in the bedroom? no 5 +7 Sandra went to the bathroom. +8 Sandra moved to the office. +9 Is Sandra in the kitchen? no 8 +10 John moved to the hallway. +11 Sandra put down the milk there. +12 Is Sandra in the office? yes 8 +13 Daniel travelled to the kitchen. +14 Sandra got the milk there. +15 Is Sandra in the bedroom? no 8 +1 Daniel journeyed to the garden. +2 Mary went to the office. +3 Is Mary in the office? yes 2 +4 Daniel moved to the office. +5 Sandra journeyed to the garden. +6 Is Mary in the bathroom? no 2 +7 Sandra journeyed to the bathroom. +8 Mary journeyed to the bedroom. +9 Is Daniel in the hallway? no 4 +10 Daniel went to the bedroom. +11 Daniel journeyed to the office. +12 Is Sandra in the bathroom? yes 7 +13 Daniel travelled to the hallway. +14 John went back to the garden. +15 Is John in the garden? yes 14 +1 John moved to the hallway. +2 Sandra moved to the garden. +3 Is John in the office? no 1 +4 Daniel journeyed to the kitchen. +5 Mary moved to the bathroom. +6 Is Daniel in the hallway? no 4 +7 Daniel journeyed to the hallway. +8 Mary journeyed to the kitchen. +9 Is Mary in the hallway? no 8 +10 John went back to the kitchen. +11 John picked up the football there. +12 Is Daniel in the hallway? yes 7 +13 Mary travelled to the garden. +14 John discarded the football. +15 Is Mary in the garden? yes 13 +1 Mary journeyed to the bedroom. +2 Sandra went back to the hallway. +3 Is Mary in the bedroom? yes 1 +4 Mary went back to the office. +5 John journeyed to the office. +6 Is Sandra in the kitchen? no 2 +7 John took the apple there. +8 Daniel went to the bedroom. +9 Is Daniel in the bedroom? yes 8 +10 Mary picked up the milk there. +11 Mary left the milk. +12 Is Daniel in the garden? no 8 +13 Sandra went back to the office. +14 Sandra took the milk there. +15 Is Daniel in the bedroom? yes 8 +1 Daniel took the milk there. +2 Daniel put down the milk. +3 Mary travelled to the office. +4 Sandra went back to the kitchen. +5 Is Sandra in the kitchen? yes 4 +6 Daniel travelled to the hallway. +7 Mary moved to the hallway. +8 Is Mary in the hallway? yes 7 +9 Mary journeyed to the office. +10 Daniel travelled to the bedroom. +11 Is Sandra in the kitchen? yes 4 +12 John travelled to the office. +13 Daniel went back to the garden. +14 Is John in the hallway? no 12 +15 Daniel got the apple there. +16 Mary moved to the hallway. +17 Is Daniel in the kitchen? no 13 +1 Sandra got the apple there. +2 Sandra went back to the garden. +3 Is Sandra in the hallway? no 2 +4 Mary took the football there. +5 Mary travelled to the kitchen. +6 Is Sandra in the garden? yes 2 +7 Sandra left the apple. +8 Mary moved to the garden. +9 Is Mary in the bathroom? no 8 +10 John moved to the hallway. +11 Mary discarded the football there. +12 Is Mary in the hallway? no 8 +13 Sandra got the apple there. +14 Sandra grabbed the football there. +15 Is John in the office? no 10 +1 Sandra went to the garden. +2 John moved to the garden. +3 Is John in the hallway? no 2 +4 Mary took the milk there. +5 Sandra journeyed to the hallway. +6 Is John in the bedroom? no 2 +7 John travelled to the hallway. +8 Daniel went to the garden. +9 Is John in the garden? no 7 +10 Sandra went back to the kitchen. +11 John grabbed the apple there. +12 Is Sandra in the garden? no 10 +13 John moved to the garden. +14 Mary put down the milk. +15 Is Sandra in the kitchen? yes 10 +1 Daniel went to the bedroom. +2 John went to the kitchen. +3 Is John in the bedroom? no 2 +4 Sandra travelled to the bathroom. +5 Sandra took the milk there. +6 Is Sandra in the garden? no 4 +7 Sandra went to the bedroom. +8 Mary moved to the office. +9 Is Mary in the bedroom? no 8 +10 Mary went back to the bathroom. +11 Daniel went to the bathroom. +12 Is Mary in the bathroom? yes 10 +13 Sandra moved to the hallway. +14 John journeyed to the garden. +15 Is Mary in the bathroom? yes 10 +1 Mary went to the office. +2 Mary moved to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 Daniel picked up the football there. +5 Daniel took the apple there. +6 Is Mary in the hallway? no 2 +7 Mary went to the garden. +8 Mary travelled to the kitchen. +9 Is Mary in the kitchen? yes 8 +10 Sandra got the milk there. +11 Sandra discarded the milk. +12 Is Mary in the bedroom? no 8 +13 Sandra moved to the kitchen. +14 Sandra travelled to the bedroom. +15 Is Mary in the garden? no 8 +1 Sandra travelled to the garden. +2 John journeyed to the hallway. +3 Is Sandra in the bedroom? no 1 +4 John picked up the apple there. +5 John discarded the apple there. +6 Is Sandra in the garden? yes 1 +7 Sandra journeyed to the office. +8 Sandra journeyed to the kitchen. +9 Is Sandra in the kitchen? yes 8 +10 Mary went back to the bedroom. +11 Sandra journeyed to the hallway. +12 Is Sandra in the hallway? yes 11 +13 Daniel picked up the apple there. +14 Mary moved to the hallway. +15 Is Sandra in the office? no 11 +1 Sandra went to the bedroom. +2 Sandra went to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 Mary journeyed to the hallway. +5 Daniel journeyed to the office. +6 Is Mary in the office? no 4 +7 Mary travelled to the bathroom. +8 John got the apple there. +9 Is Mary in the bathroom? yes 7 +10 Sandra journeyed to the hallway. +11 Sandra journeyed to the bathroom. +12 Is Daniel in the kitchen? no 5 +13 Daniel got the football there. +14 Daniel grabbed the milk there. +15 Is Sandra in the hallway? no 11 +1 Daniel went to the office. +2 Mary travelled to the bathroom. +3 Is Daniel in the kitchen? no 1 +4 Daniel went to the bathroom. +5 Mary went to the garden. +6 Is Daniel in the bathroom? yes 4 +7 Mary went to the bedroom. +8 Sandra went back to the kitchen. +9 Is Mary in the bedroom? yes 7 +10 Mary went back to the hallway. +11 John went back to the garden. +12 Is Mary in the hallway? yes 10 +13 John grabbed the apple there. +14 Sandra went back to the hallway. +15 Is Sandra in the kitchen? no 14 +1 John travelled to the bathroom. +2 Daniel picked up the milk there. +3 Is John in the hallway? no 1 +4 Mary got the football there. +5 Daniel dropped the milk. +6 Is John in the garden? no 1 +7 John moved to the hallway. +8 Mary dropped the football. +9 Is John in the hallway? yes 7 +10 Sandra went to the kitchen. +11 Mary picked up the football there. +12 Is Sandra in the office? no 10 +13 Mary dropped the football there. +14 John travelled to the kitchen. +15 Is Sandra in the kitchen? yes 10 +1 Sandra grabbed the apple there. +2 Mary went back to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 John went back to the bedroom. +5 Mary went back to the office. +6 Is Mary in the garden? no 5 +7 Daniel travelled to the office. +8 Mary grabbed the milk there. +9 Is John in the office? no 4 +10 Sandra discarded the apple. +11 Mary got the football there. +12 Is Mary in the office? yes 5 +13 Sandra travelled to the kitchen. +14 Mary went back to the bedroom. +15 Is Sandra in the hallway? no 13 +1 Mary went back to the garden. +2 John went to the bedroom. +3 Is Mary in the hallway? no 1 +4 Sandra moved to the kitchen. +5 John grabbed the milk there. +6 Is John in the garden? no 2 +7 Mary travelled to the office. +8 Daniel went back to the hallway. +9 Is Daniel in the hallway? yes 8 +10 Sandra went to the office. +11 John took the football there. +12 Is Mary in the office? yes 7 +13 John left the football. +14 Sandra journeyed to the hallway. +15 Is Sandra in the hallway? yes 14 +1 Sandra moved to the bedroom. +2 John travelled to the office. +3 Is John in the office? yes 2 +4 Daniel journeyed to the office. +5 Daniel journeyed to the garden. +6 Is Daniel in the garden? yes 5 +7 Daniel journeyed to the hallway. +8 Daniel went back to the bathroom. +9 Is Daniel in the bathroom? yes 8 +10 Daniel went to the hallway. +11 Daniel grabbed the milk there. +12 Is Daniel in the office? no 10 +13 Daniel dropped the milk. +14 John travelled to the kitchen. +15 Is Daniel in the hallway? yes 10 +1 Sandra moved to the hallway. +2 Sandra grabbed the milk there. +3 Is Sandra in the hallway? yes 1 +4 Sandra dropped the milk. +5 Sandra picked up the milk there. +6 Is Sandra in the kitchen? no 1 +7 Sandra dropped the milk. +8 Sandra took the milk there. +9 Daniel went to the kitchen. +10 John went to the bathroom. +11 Is John in the bedroom? no 10 +12 Mary got the football there. +13 Sandra went back to the office. +14 Is John in the garden? no 10 +15 Sandra went back to the kitchen. +16 Mary dropped the football there. +17 Is John in the hallway? no 10 +1 John picked up the football there. +2 John travelled to the bedroom. +3 Is John in the garden? no 2 +4 John went to the kitchen. +5 Sandra went back to the office. +6 Is Sandra in the office? yes 5 +7 John dropped the football. +8 Mary journeyed to the garden. +9 Is John in the office? no 4 +10 John took the apple there. +11 John got the football there. +12 Is Mary in the kitchen? no 8 +13 Sandra travelled to the kitchen. +14 Daniel moved to the bedroom. +15 Is Daniel in the bedroom? yes 14 +1 John travelled to the bedroom. +2 Daniel took the apple there. +3 Is John in the bedroom? yes 1 +4 Daniel journeyed to the office. +5 Mary grabbed the milk there. +6 Is John in the bedroom? yes 1 +7 Sandra moved to the hallway. +8 Mary left the milk. +9 Is Sandra in the kitchen? no 7 +10 Mary went to the kitchen. +11 John travelled to the hallway. +12 Is John in the bedroom? no 11 +13 John went to the office. +14 Sandra journeyed to the office. +15 Is John in the garden? no 13 +1 Daniel moved to the bathroom. +2 Mary took the football there. +3 Is Daniel in the kitchen? no 1 +4 Sandra grabbed the apple there. +5 Mary discarded the football. +6 Is Daniel in the bedroom? no 1 +7 Daniel went back to the kitchen. +8 Daniel travelled to the office. +9 Is Daniel in the office? yes 8 +10 Mary journeyed to the office. +11 Sandra dropped the apple. +12 Is Daniel in the office? yes 8 +13 John journeyed to the office. +14 Mary grabbed the milk there. +15 Is Daniel in the hallway? no 8 +1 Daniel went back to the kitchen. +2 Daniel went back to the bedroom. +3 Is Daniel in the kitchen? no 2 +4 John journeyed to the bedroom. +5 Mary went back to the bathroom. +6 Is Mary in the bedroom? no 5 +7 Daniel went back to the kitchen. +8 Sandra moved to the bedroom. +9 Is Daniel in the kitchen? yes 7 +10 Mary grabbed the apple there. +11 John went back to the bathroom. +12 Is Sandra in the bedroom? yes 8 +13 Mary moved to the hallway. +14 Daniel moved to the bathroom. +15 Is Sandra in the bedroom? yes 8 +1 Daniel journeyed to the garden. +2 Daniel journeyed to the bathroom. +3 Is Daniel in the bedroom? no 2 +4 Sandra got the football there. +5 Mary got the milk there. +6 Is Daniel in the bedroom? no 2 +7 Mary put down the milk. +8 Sandra travelled to the office. +9 Is Sandra in the hallway? no 8 +10 Daniel went back to the kitchen. +11 Daniel travelled to the bathroom. +12 Is Sandra in the hallway? no 8 +13 Sandra put down the football. +14 John grabbed the football there. +15 Is Daniel in the kitchen? no 11 +1 John went back to the garden. +2 Daniel picked up the milk there. +3 Is John in the garden? yes 1 +4 Daniel discarded the milk there. +5 John journeyed to the kitchen. +6 Is John in the kitchen? yes 5 +7 Daniel travelled to the bedroom. +8 John journeyed to the hallway. +9 Is John in the bathroom? no 8 +10 John picked up the milk there. +11 Daniel moved to the kitchen. +12 Is John in the hallway? yes 8 +13 John went to the office. +14 John journeyed to the hallway. +15 Is Daniel in the kitchen? yes 11 +1 Sandra went to the garden. +2 Daniel got the apple there. +3 Is Sandra in the office? no 1 +4 Sandra travelled to the bathroom. +5 Daniel put down the apple. +6 Is Sandra in the garden? no 4 +7 Daniel picked up the apple there. +8 Daniel went to the office. +9 Is Daniel in the office? yes 8 +10 Daniel left the apple there. +11 John travelled to the garden. +12 Is John in the garden? yes 11 +13 John travelled to the office. +14 John grabbed the apple there. +15 Is John in the office? yes 13 +1 Daniel moved to the bedroom. +2 Mary took the apple there. +3 Is Daniel in the bedroom? yes 1 +4 Mary dropped the apple. +5 Daniel travelled to the office. +6 Is Daniel in the office? yes 5 +7 Mary grabbed the apple there. +8 Daniel journeyed to the bedroom. +9 Is Daniel in the bedroom? yes 8 +10 Daniel travelled to the bathroom. +11 Mary went to the bedroom. +12 Is Daniel in the bathroom? yes 10 +13 Sandra went back to the office. +14 Mary travelled to the garden. +15 Is Daniel in the office? no 10 +1 Sandra went to the garden. +2 Sandra moved to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 John travelled to the bedroom. +5 Daniel journeyed to the bedroom. +6 Is Daniel in the bedroom? yes 5 +7 John went to the hallway. +8 Sandra journeyed to the kitchen. +9 Is John in the bathroom? no 7 +10 John picked up the football there. +11 Daniel moved to the hallway. +12 Is Sandra in the bedroom? no 8 +13 Daniel went back to the kitchen. +14 Mary journeyed to the hallway. +15 Is Daniel in the kitchen? yes 13 +1 Daniel travelled to the hallway. +2 John got the milk there. +3 Is Daniel in the garden? no 1 +4 Daniel went back to the garden. +5 John put down the milk there. +6 Is Daniel in the hallway? no 4 +7 Sandra moved to the office. +8 Daniel moved to the bathroom. +9 Is Daniel in the bathroom? yes 8 +10 John took the milk there. +11 John discarded the milk. +12 Is Sandra in the bathroom? no 7 +13 Mary travelled to the bathroom. +14 Mary moved to the office. +15 Is Daniel in the kitchen? no 8 +1 Daniel journeyed to the office. +2 Sandra moved to the bathroom. +3 Is Sandra in the garden? no 2 +4 Sandra journeyed to the bedroom. +5 Mary grabbed the apple there. +6 Is Sandra in the bedroom? yes 4 +7 John went to the garden. +8 Mary put down the apple. +9 Is Sandra in the garden? no 4 +10 Sandra journeyed to the hallway. +11 Daniel moved to the bathroom. +12 Is Sandra in the bathroom? no 10 +13 John picked up the milk there. +14 Daniel went to the office. +15 Is Daniel in the office? yes 14 +1 Mary moved to the kitchen. +2 Mary took the apple there. +3 Is Mary in the kitchen? yes 1 +4 Sandra got the football there. +5 Mary put down the apple there. +6 Is Mary in the kitchen? yes 1 +7 Sandra discarded the football. +8 Mary picked up the apple there. +9 Sandra went back to the kitchen. +10 Daniel went back to the bathroom. +11 Is Sandra in the kitchen? yes 9 +12 Daniel grabbed the football there. +13 Daniel dropped the football. +14 Is Sandra in the kitchen? yes 9 +15 Daniel got the football there. +16 Daniel put down the football. +17 Is Daniel in the bedroom? no 10 +1 Sandra moved to the office. +2 John journeyed to the kitchen. +3 Is Sandra in the office? yes 1 +4 Daniel got the apple there. +5 Mary went back to the kitchen. +6 Is Sandra in the garden? no 1 +7 Daniel took the football there. +8 Daniel put down the football. +9 Is Mary in the kitchen? yes 5 +10 Daniel left the apple. +11 Daniel moved to the kitchen. +12 Is Mary in the kitchen? yes 5 +13 Sandra went to the bedroom. +14 John went to the bathroom. +15 Is John in the bathroom? yes 14 +1 Daniel picked up the milk there. +2 Daniel dropped the milk. +3 Daniel picked up the milk there. +4 Daniel left the milk. +5 Sandra went to the office. +6 Daniel grabbed the milk there. +7 Is Sandra in the office? yes 5 +8 Daniel discarded the milk. +9 Sandra journeyed to the garden. +10 Is Sandra in the garden? yes 9 +11 John travelled to the office. +12 Daniel travelled to the garden. +13 Is Sandra in the kitchen? no 9 +14 John went back to the bathroom. +15 Daniel went back to the hallway. +16 Is John in the bathroom? yes 14 +17 Mary travelled to the bedroom. +18 Sandra journeyed to the kitchen. +19 Is Daniel in the hallway? yes 15 +1 Sandra journeyed to the bedroom. +2 Daniel journeyed to the hallway. +3 Is Daniel in the hallway? yes 2 +4 Mary went to the hallway. +5 Daniel went to the bathroom. +6 Is Mary in the hallway? yes 4 +7 John grabbed the apple there. +8 John left the apple. +9 Is Mary in the bathroom? no 4 +10 Daniel moved to the office. +11 John travelled to the bedroom. +12 Is Daniel in the office? yes 10 +13 Daniel got the apple there. +14 Sandra went to the garden. +15 Is Sandra in the garden? yes 14 +1 Sandra moved to the kitchen. +2 Sandra travelled to the office. +3 Is Sandra in the garden? no 2 +4 Mary journeyed to the bedroom. +5 Sandra journeyed to the kitchen. +6 Is Mary in the bedroom? yes 4 +7 Sandra travelled to the hallway. +8 Mary went to the garden. +9 Is Sandra in the hallway? yes 7 +10 Mary moved to the hallway. +11 Sandra went back to the garden. +12 Is Sandra in the bedroom? no 11 +13 John journeyed to the office. +14 Sandra moved to the kitchen. +15 Is Sandra in the bathroom? no 14 +1 Daniel went back to the hallway. +2 Daniel went to the bedroom. +3 Is Daniel in the garden? no 2 +4 Daniel travelled to the garden. +5 Daniel went to the bathroom. +6 Is Daniel in the office? no 5 +7 Sandra went to the garden. +8 Sandra went to the bathroom. +9 Is Daniel in the bedroom? no 5 +10 John journeyed to the hallway. +11 Sandra moved to the hallway. +12 Is Sandra in the hallway? yes 11 +13 Daniel journeyed to the bedroom. +14 John went to the office. +15 Is Sandra in the office? no 11 +1 Mary got the football there. +2 John journeyed to the bedroom. +3 Is John in the office? no 2 +4 Mary put down the football there. +5 John went to the bathroom. +6 Is John in the kitchen? no 5 +7 Mary grabbed the milk there. +8 Daniel took the apple there. +9 Is John in the bathroom? yes 5 +10 Daniel went back to the kitchen. +11 Daniel dropped the apple. +12 Is Daniel in the kitchen? yes 10 +13 Mary went back to the bathroom. +14 Daniel went to the office. +15 Is Mary in the bathroom? yes 13 +1 Daniel took the football there. +2 Sandra moved to the bathroom. +3 Is Sandra in the office? no 2 +4 John got the milk there. +5 John travelled to the bedroom. +6 Is Sandra in the office? no 2 +7 John journeyed to the bathroom. +8 John journeyed to the hallway. +9 Is John in the hallway? yes 8 +10 John discarded the milk. +11 Mary picked up the milk there. +12 Is John in the office? no 8 +13 Mary travelled to the garden. +14 Mary picked up the apple there. +15 Is John in the hallway? yes 8 +1 Mary journeyed to the hallway. +2 John got the milk there. +3 Is Mary in the bedroom? no 1 +4 Sandra moved to the bathroom. +5 Sandra grabbed the football there. +6 Is Mary in the office? no 1 +7 John left the milk there. +8 Daniel travelled to the kitchen. +9 Is Daniel in the kitchen? yes 8 +10 Daniel travelled to the bedroom. +11 John travelled to the bathroom. +12 Is John in the bathroom? yes 11 +13 Mary went to the kitchen. +14 Sandra put down the football. +15 Is Mary in the kitchen? yes 13 +1 Daniel went back to the hallway. +2 Mary went to the kitchen. +3 Is Daniel in the office? no 1 +4 John got the apple there. +5 Daniel journeyed to the office. +6 Is Daniel in the office? yes 5 +7 Daniel went back to the bathroom. +8 Sandra got the football there. +9 Is Mary in the hallway? no 2 +10 Mary travelled to the bedroom. +11 Sandra moved to the office. +12 Is Daniel in the garden? no 7 +13 Daniel journeyed to the hallway. +14 John moved to the bedroom. +15 Is Daniel in the hallway? yes 13 +1 Sandra went to the garden. +2 John moved to the office. +3 Is John in the bedroom? no 2 +4 John went to the bedroom. +5 John travelled to the office. +6 Is Sandra in the garden? yes 1 +7 Mary went back to the office. +8 John went to the bathroom. +9 Is Mary in the bathroom? no 7 +10 Sandra got the apple there. +11 Mary went back to the bathroom. +12 Is Mary in the office? no 11 +13 John travelled to the hallway. +14 Mary got the football there. +15 Is John in the bedroom? no 13 +1 Mary went back to the office. +2 Daniel picked up the milk there. +3 Is Mary in the bathroom? no 1 +4 John went to the kitchen. +5 Daniel went back to the office. +6 Is Daniel in the kitchen? no 5 +7 John went to the bathroom. +8 Daniel went to the bathroom. +9 Is Daniel in the bathroom? yes 8 +10 Daniel dropped the milk. +11 John grabbed the milk there. +12 Is Daniel in the bathroom? yes 8 +13 Sandra journeyed to the bathroom. +14 Mary picked up the football there. +15 Is Daniel in the bathroom? yes 8 +1 Sandra moved to the garden. +2 Daniel went back to the bedroom. +3 Is Daniel in the kitchen? no 2 +4 Mary went to the office. +5 Daniel got the football there. +6 Is Daniel in the bedroom? yes 2 +7 Daniel left the football. +8 John got the milk there. +9 Is Mary in the office? yes 4 +10 Sandra got the apple there. +11 Daniel grabbed the football there. +12 Mary went back to the hallway. +13 John dropped the milk. +14 Is Mary in the hallway? yes 12 +15 Mary went back to the kitchen. +16 Daniel journeyed to the garden. +17 Is Mary in the garden? no 15 +1 Mary journeyed to the bathroom. +2 Mary grabbed the milk there. +3 Is Mary in the kitchen? no 1 +4 Sandra journeyed to the bathroom. +5 Mary travelled to the hallway. +6 Is Sandra in the bedroom? no 4 +7 John travelled to the hallway. +8 Mary picked up the football there. +9 Is John in the bedroom? no 7 +10 Mary dropped the football. +11 Mary discarded the milk. +12 Is Mary in the bathroom? no 5 +13 John journeyed to the bathroom. +14 Daniel moved to the hallway. +15 Is Daniel in the hallway? yes 14 +1 John grabbed the football there. +2 John went to the garden. +3 Is John in the garden? yes 2 +4 Mary went to the hallway. +5 Mary moved to the garden. +6 Is Mary in the garden? yes 5 +7 John went to the office. +8 Daniel travelled to the bathroom. +9 Is Mary in the garden? yes 5 +10 Sandra went back to the bedroom. +11 Daniel took the milk there. +12 Is Mary in the garden? yes 5 +13 Sandra moved to the bathroom. +14 Sandra went back to the hallway. +15 Is Sandra in the kitchen? no 14 +1 Daniel went back to the bathroom. +2 Daniel moved to the hallway. +3 Is Daniel in the kitchen? no 2 +4 Sandra went to the garden. +5 John journeyed to the garden. +6 Is John in the garden? yes 5 +7 Sandra moved to the kitchen. +8 Daniel grabbed the milk there. +9 Is Sandra in the kitchen? yes 7 +10 Daniel journeyed to the office. +11 Daniel travelled to the kitchen. +12 Is Daniel in the hallway? no 11 +13 Daniel dropped the milk there. +14 Sandra moved to the bedroom. +15 Is Daniel in the bedroom? no 11 +1 Mary went back to the bathroom. +2 John got the football there. +3 Is Mary in the bedroom? no 1 +4 John travelled to the bathroom. +5 Sandra went to the office. +6 Is Sandra in the kitchen? no 5 +7 John left the football. +8 Mary went back to the kitchen. +9 Is John in the bathroom? yes 4 +10 Sandra travelled to the kitchen. +11 Sandra got the milk there. +12 Is Mary in the kitchen? yes 8 +13 Sandra dropped the milk. +14 Mary picked up the milk there. +15 Is Sandra in the kitchen? yes 10 +1 Daniel picked up the apple there. +2 Sandra went back to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Daniel discarded the apple there. +5 Daniel picked up the apple there. +6 Is Sandra in the office? no 2 +7 Mary travelled to the kitchen. +8 Mary went back to the hallway. +9 Is Mary in the hallway? yes 8 +10 Daniel journeyed to the bedroom. +11 Mary went to the garden. +12 Is Daniel in the garden? no 10 +13 Daniel left the apple. +14 Mary went back to the bedroom. +15 Is Mary in the bedroom? yes 14 +1 Mary journeyed to the kitchen. +2 Sandra journeyed to the garden. +3 Is Mary in the kitchen? yes 1 +4 John went back to the kitchen. +5 Sandra picked up the apple there. +6 Is John in the kitchen? yes 4 +7 Sandra went back to the bedroom. +8 Daniel moved to the hallway. +9 Is Sandra in the kitchen? no 7 +10 John went to the office. +11 Daniel journeyed to the office. +12 Is John in the office? yes 10 +13 Sandra dropped the apple. +14 Sandra grabbed the apple there. +15 Is Daniel in the hallway? no 11 +1 Daniel went back to the kitchen. +2 John went to the bathroom. +3 Is Daniel in the kitchen? yes 1 +4 Daniel took the football there. +5 John journeyed to the bedroom. +6 Is John in the bathroom? no 5 +7 Daniel dropped the football there. +8 John went to the garden. +9 Is John in the garden? yes 8 +10 Daniel journeyed to the garden. +11 Sandra went back to the office. +12 Is Daniel in the office? no 10 +13 Mary journeyed to the kitchen. +14 Mary took the football there. +15 Is Sandra in the kitchen? no 11 +1 Daniel took the football there. +2 Daniel dropped the football there. +3 Daniel travelled to the kitchen. +4 Mary journeyed to the kitchen. +5 Is Daniel in the kitchen? yes 3 +6 Sandra moved to the office. +7 John journeyed to the bathroom. +8 Is Sandra in the office? yes 6 +9 Sandra went back to the garden. +10 Sandra grabbed the football there. +11 Is Sandra in the bathroom? no 9 +12 Mary journeyed to the office. +13 John journeyed to the garden. +14 Is Mary in the bedroom? no 12 +15 Daniel travelled to the bedroom. +16 John went to the kitchen. +17 Is Daniel in the garden? no 15 +1 Sandra went to the garden. +2 Sandra went back to the office. +3 Is Sandra in the kitchen? no 2 +4 Sandra journeyed to the bathroom. +5 John journeyed to the bathroom. +6 Is Sandra in the bathroom? yes 4 +7 John moved to the hallway. +8 Sandra journeyed to the office. +9 Is John in the garden? no 7 +10 Mary moved to the bathroom. +11 Mary picked up the milk there. +12 Is Mary in the bathroom? yes 10 +13 Mary journeyed to the office. +14 John moved to the bathroom. +15 Is Sandra in the office? yes 8 +1 Daniel moved to the bathroom. +2 Mary got the milk there. +3 Is Daniel in the kitchen? no 1 +4 Daniel got the apple there. +5 Mary dropped the milk. +6 Is Daniel in the garden? no 1 +7 John got the football there. +8 Mary took the milk there. +9 John went to the garden. +10 Daniel journeyed to the hallway. +11 Is Daniel in the hallway? yes 10 +12 Daniel moved to the kitchen. +13 John put down the football. +14 Is Daniel in the kitchen? yes 12 +15 John grabbed the football there. +16 Daniel journeyed to the office. +17 Is Daniel in the office? yes 16 +1 John went to the bedroom. +2 Daniel grabbed the milk there. +3 Is John in the bedroom? yes 1 +4 Sandra moved to the garden. +5 Daniel went back to the kitchen. +6 Is Daniel in the office? no 5 +7 Daniel moved to the garden. +8 Daniel discarded the milk there. +9 Is Sandra in the office? no 4 +10 Daniel picked up the milk there. +11 Daniel journeyed to the office. +12 Is Daniel in the bedroom? no 11 +13 Daniel travelled to the bedroom. +14 Mary moved to the office. +15 Is Mary in the office? yes 14 +1 Sandra went back to the bedroom. +2 Sandra went back to the garden. +3 Is Sandra in the garden? yes 2 +4 Sandra went back to the kitchen. +5 John travelled to the kitchen. +6 Is Sandra in the kitchen? yes 4 +7 Daniel picked up the milk there. +8 Daniel dropped the milk. +9 Is Sandra in the garden? no 4 +10 Daniel travelled to the garden. +11 John picked up the milk there. +12 Is Daniel in the office? no 10 +13 John went to the bedroom. +14 John went back to the kitchen. +15 Is John in the hallway? no 14 +1 Sandra moved to the bathroom. +2 Sandra journeyed to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Daniel journeyed to the garden. +5 Daniel got the apple there. +6 Is Sandra in the hallway? no 2 +7 Sandra went to the bathroom. +8 Mary went to the kitchen. +9 Is Sandra in the bathroom? yes 7 +10 John moved to the hallway. +11 John went to the kitchen. +12 Is John in the kitchen? yes 11 +13 Sandra went back to the bedroom. +14 Daniel moved to the bathroom. +15 Is Sandra in the bedroom? yes 13 +1 Daniel moved to the bathroom. +2 Sandra journeyed to the bathroom. +3 Is Daniel in the bathroom? yes 1 +4 Daniel moved to the office. +5 Daniel grabbed the apple there. +6 Is Daniel in the hallway? no 4 +7 Sandra went to the bedroom. +8 Sandra went to the hallway. +9 Is Sandra in the garden? no 8 +10 Sandra journeyed to the garden. +11 Daniel left the apple. +12 Is Sandra in the bedroom? no 10 +13 Daniel picked up the apple there. +14 John moved to the garden. +15 Is Sandra in the bedroom? no 10 +1 Mary journeyed to the bathroom. +2 Daniel went back to the hallway. +3 Is Daniel in the bedroom? no 2 +4 Sandra went to the kitchen. +5 Sandra got the football there. +6 Is Mary in the hallway? no 1 +7 John went back to the kitchen. +8 Daniel went to the kitchen. +9 Is Daniel in the kitchen? yes 8 +10 Sandra dropped the football. +11 John journeyed to the bathroom. +12 Is Daniel in the bathroom? no 8 +13 Sandra picked up the football there. +14 Sandra dropped the football. +15 Is John in the bathroom? yes 11 +1 Mary went back to the bathroom. +2 Sandra travelled to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Daniel went to the hallway. +5 Mary went back to the hallway. +6 Is Mary in the garden? no 5 +7 Sandra picked up the milk there. +8 Daniel journeyed to the bathroom. +9 Is Daniel in the bathroom? yes 8 +10 John went back to the bedroom. +11 Sandra put down the milk. +12 Is John in the bedroom? yes 10 +13 Daniel moved to the hallway. +14 Sandra grabbed the milk there. +15 Is Daniel in the hallway? yes 13 +1 Sandra went to the bathroom. +2 Mary went to the office. +3 Is Mary in the office? yes 2 +4 Daniel went to the garden. +5 Sandra moved to the hallway. +6 Is Daniel in the garden? yes 4 +7 Daniel went to the kitchen. +8 Daniel journeyed to the office. +9 Is Daniel in the office? yes 8 +10 John went to the kitchen. +11 Daniel journeyed to the bathroom. +12 Is John in the kitchen? yes 10 +13 John went to the bedroom. +14 Mary journeyed to the hallway. +15 Is Daniel in the kitchen? no 11 +1 Daniel grabbed the apple there. +2 Daniel put down the apple. +3 Daniel went to the office. +4 Mary went to the garden. +5 Is Daniel in the office? yes 3 +6 Sandra picked up the apple there. +7 Mary grabbed the milk there. +8 Is Mary in the garden? yes 4 +9 Sandra discarded the apple. +10 Mary travelled to the bathroom. +11 Is Mary in the bathroom? yes 10 +12 Mary dropped the milk. +13 Daniel moved to the hallway. +14 Is Daniel in the hallway? yes 13 +15 Daniel travelled to the bedroom. +16 Daniel went back to the garden. +17 Is Daniel in the garden? yes 16 +1 Sandra moved to the office. +2 Mary went back to the hallway. +3 Is Mary in the hallway? yes 2 +4 Daniel journeyed to the office. +5 Sandra journeyed to the garden. +6 Is Sandra in the garden? yes 5 +7 Mary journeyed to the garden. +8 Mary journeyed to the hallway. +9 Is Daniel in the bedroom? no 4 +10 Sandra went to the hallway. +11 Daniel went to the bedroom. +12 Is Sandra in the hallway? yes 10 +13 Daniel went back to the kitchen. +14 Mary moved to the garden. +15 Is Daniel in the garden? no 13 +1 Sandra went back to the garden. +2 John went back to the kitchen. +3 Is John in the bedroom? no 2 +4 Daniel moved to the bathroom. +5 Sandra went back to the office. +6 Is Sandra in the office? yes 5 +7 Sandra took the milk there. +8 Sandra left the milk there. +9 Is Sandra in the office? yes 5 +10 Daniel went back to the garden. +11 Daniel travelled to the bedroom. +12 Is Daniel in the bedroom? yes 11 +13 Sandra took the milk there. +14 Sandra journeyed to the hallway. +15 Is Daniel in the garden? no 11 +1 Sandra grabbed the milk there. +2 Daniel grabbed the apple there. +3 Daniel dropped the apple. +4 John went back to the hallway. +5 Is John in the hallway? yes 4 +6 Sandra put down the milk there. +7 Sandra grabbed the milk there. +8 Is John in the hallway? yes 4 +9 Sandra travelled to the office. +10 John moved to the office. +11 Is John in the kitchen? no 10 +12 Sandra moved to the bathroom. +13 Sandra went to the hallway. +14 Is Sandra in the hallway? yes 13 +15 Daniel went back to the hallway. +16 Sandra journeyed to the office. +17 Is Sandra in the bathroom? no 16 +1 John grabbed the football there. +2 Daniel took the apple there. +3 Daniel travelled to the hallway. +4 Mary went back to the kitchen. +5 Is Daniel in the hallway? yes 3 +6 Daniel discarded the apple there. +7 Sandra got the apple there. +8 Is Mary in the bathroom? no 4 +9 John dropped the football. +10 John grabbed the football there. +11 Is Mary in the hallway? no 4 +12 Sandra left the apple. +13 Mary took the milk there. +14 John discarded the football. +15 Mary moved to the hallway. +16 Is Mary in the bedroom? no 15 +17 Daniel took the apple there. +18 John went back to the garden. +19 Is John in the hallway? no 18 +1 Sandra took the football there. +2 Sandra discarded the football. +3 Sandra travelled to the garden. +4 John travelled to the office. +5 Is John in the office? yes 4 +6 Daniel picked up the apple there. +7 Mary travelled to the office. +8 Is Mary in the hallway? no 7 +9 John moved to the bathroom. +10 John went back to the hallway. +11 Is John in the bedroom? no 10 +12 Daniel left the apple there. +13 Sandra grabbed the apple there. +14 Is John in the kitchen? no 10 +15 Sandra dropped the apple. +16 Mary took the milk there. +17 Is John in the hallway? yes 10 +1 John went to the kitchen. +2 Mary grabbed the apple there. +3 Is John in the hallway? no 1 +4 Mary got the football there. +5 Sandra travelled to the garden. +6 Is John in the kitchen? yes 1 +7 Mary travelled to the bathroom. +8 John travelled to the office. +9 Is John in the office? yes 8 +10 Sandra travelled to the office. +11 Mary travelled to the hallway. +12 Is Sandra in the kitchen? no 10 +13 John journeyed to the bathroom. +14 John journeyed to the bedroom. +15 Is Mary in the hallway? yes 11 +1 Daniel went back to the bathroom. +2 John moved to the bedroom. +3 Is Daniel in the bathroom? yes 1 +4 Sandra took the football there. +5 Mary moved to the office. +6 Is Mary in the bedroom? no 5 +7 Mary went back to the garden. +8 Mary journeyed to the office. +9 Is Mary in the office? yes 8 +10 Mary went back to the bathroom. +11 Daniel journeyed to the kitchen. +12 Is Mary in the kitchen? no 10 +13 Sandra journeyed to the kitchen. +14 Sandra travelled to the hallway. +15 Is Sandra in the hallway? yes 14 +1 Sandra journeyed to the kitchen. +2 John went back to the bedroom. +3 Is Sandra in the kitchen? yes 1 +4 Daniel moved to the office. +5 Mary went to the bathroom. +6 Is John in the bedroom? yes 2 +7 Mary went to the garden. +8 Mary moved to the office. +9 Is John in the bedroom? yes 2 +10 Daniel travelled to the bedroom. +11 Sandra went back to the bedroom. +12 Is Daniel in the bedroom? yes 10 +13 John moved to the office. +14 John travelled to the kitchen. +15 Is Sandra in the office? no 11 +1 Mary went to the hallway. +2 John travelled to the office. +3 Is Mary in the hallway? yes 1 +4 Mary got the football there. +5 John took the milk there. +6 Is John in the hallway? no 2 +7 John discarded the milk. +8 John picked up the milk there. +9 Is John in the garden? no 2 +10 Sandra travelled to the hallway. +11 Mary went to the kitchen. +12 Is Sandra in the hallway? yes 10 +13 John went back to the bathroom. +14 Sandra went back to the garden. +15 Is Sandra in the garden? yes 14 +1 Mary went to the bathroom. +2 John moved to the bedroom. +3 Is John in the hallway? no 2 +4 Daniel grabbed the apple there. +5 Sandra got the milk there. +6 Is Mary in the bathroom? yes 1 +7 Mary moved to the bedroom. +8 Mary moved to the garden. +9 Is Mary in the bedroom? no 8 +10 John grabbed the football there. +11 Sandra journeyed to the bedroom. +12 Is Mary in the kitchen? no 8 +13 John travelled to the garden. +14 John left the football. +15 Is John in the garden? yes 13 +1 John grabbed the football there. +2 Mary moved to the hallway. +3 Is Mary in the bedroom? no 2 +4 John dropped the football there. +5 John picked up the football there. +6 Is Mary in the hallway? yes 2 +7 Mary moved to the bathroom. +8 Daniel journeyed to the bedroom. +9 Is Mary in the office? no 7 +10 Sandra went back to the kitchen. +11 Sandra went to the hallway. +12 Is Sandra in the office? no 11 +13 Daniel moved to the hallway. +14 Mary picked up the apple there. +15 Is Daniel in the bathroom? no 13 +1 John moved to the office. +2 John picked up the apple there. +3 Is John in the kitchen? no 1 +4 Sandra journeyed to the bathroom. +5 Daniel moved to the kitchen. +6 Is John in the office? yes 1 +7 Sandra went back to the garden. +8 John moved to the hallway. +9 Is John in the hallway? yes 8 +10 John went back to the bedroom. +11 Mary travelled to the office. +12 Is Sandra in the garden? yes 7 +13 Mary picked up the football there. +14 John went back to the office. +15 Is John in the office? yes 14 +1 Mary journeyed to the bathroom. +2 John went back to the bathroom. +3 Is Mary in the garden? no 1 +4 John got the football there. +5 John left the football. +6 Is John in the kitchen? no 2 +7 Daniel travelled to the hallway. +8 Mary got the football there. +9 Is Daniel in the hallway? yes 7 +10 Sandra went to the hallway. +11 John travelled to the kitchen. +12 Is John in the kitchen? yes 11 +13 Sandra picked up the apple there. +14 Sandra travelled to the bedroom. +15 Is John in the kitchen? yes 11 +1 Daniel picked up the milk there. +2 Daniel went to the office. +3 Is Daniel in the kitchen? no 2 +4 Daniel left the milk there. +5 John went to the kitchen. +6 Is John in the kitchen? yes 5 +7 Mary went back to the bathroom. +8 Daniel journeyed to the hallway. +9 Is Mary in the office? no 7 +10 Daniel went back to the garden. +11 John went to the garden. +12 Is Daniel in the bedroom? no 10 +13 Sandra moved to the hallway. +14 Daniel journeyed to the office. +15 Is Daniel in the office? yes 14 +1 Mary journeyed to the garden. +2 Mary went to the hallway. +3 Is Mary in the hallway? yes 2 +4 Sandra picked up the football there. +5 Daniel travelled to the garden. +6 Is Mary in the hallway? yes 2 +7 Mary went back to the bathroom. +8 Mary grabbed the milk there. +9 Is Mary in the bathroom? yes 7 +10 Mary put down the milk. +11 Sandra went to the bedroom. +12 Is Mary in the kitchen? no 7 +13 Mary grabbed the milk there. +14 Daniel travelled to the bathroom. +15 Is Daniel in the office? no 14 +1 John journeyed to the garden. +2 John travelled to the kitchen. +3 Is John in the bedroom? no 2 +4 John went to the hallway. +5 John grabbed the milk there. +6 Is John in the kitchen? no 4 +7 John went to the bedroom. +8 Sandra got the apple there. +9 Is John in the hallway? no 7 +10 John moved to the bathroom. +11 Sandra dropped the apple. +12 Is John in the garden? no 10 +13 Mary moved to the office. +14 John moved to the garden. +15 Is John in the bedroom? no 14 +1 Mary moved to the office. +2 Mary travelled to the kitchen. +3 Is Mary in the kitchen? yes 2 +4 John travelled to the office. +5 John went back to the hallway. +6 Is John in the kitchen? no 5 +7 Sandra went back to the bedroom. +8 Daniel travelled to the bedroom. +9 Is Sandra in the garden? no 7 +10 John moved to the kitchen. +11 Daniel travelled to the hallway. +12 Is John in the kitchen? yes 10 +13 Daniel journeyed to the bedroom. +14 John went back to the office. +15 Is John in the bathroom? no 14 +1 Daniel grabbed the football there. +2 John grabbed the apple there. +3 John put down the apple. +4 Sandra grabbed the milk there. +5 Daniel travelled to the hallway. +6 Sandra left the milk. +7 Is Daniel in the kitchen? no 5 +8 Sandra went to the office. +9 John took the apple there. +10 Is Daniel in the bedroom? no 5 +11 John discarded the apple. +12 Sandra went back to the bathroom. +13 Is Sandra in the bathroom? yes 12 +14 Daniel dropped the football there. +15 Mary journeyed to the kitchen. +16 Is Mary in the kitchen? yes 15 +17 John grabbed the apple there. +18 Daniel picked up the football there. +19 Is Mary in the hallway? no 15 +1 Sandra went to the office. +2 John went to the hallway. +3 Is John in the bedroom? no 2 +4 John travelled to the kitchen. +5 Mary journeyed to the bedroom. +6 Is John in the office? no 4 +7 Sandra went to the bedroom. +8 Mary moved to the garden. +9 Is Mary in the garden? yes 8 +10 Sandra grabbed the milk there. +11 Mary got the football there. +12 Is Mary in the bathroom? no 8 +13 John travelled to the garden. +14 Mary went to the kitchen. +15 Is Mary in the kitchen? yes 14 +1 Mary took the apple there. +2 Sandra journeyed to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 Sandra took the football there. +5 Sandra put down the football. +6 Is Sandra in the bathroom? yes 2 +7 Mary dropped the apple. +8 Daniel travelled to the office. +9 Is Sandra in the bathroom? yes 2 +10 Sandra grabbed the football there. +11 Sandra dropped the football. +12 Is Daniel in the garden? no 8 +13 John travelled to the kitchen. +14 Sandra got the football there. +15 Is Daniel in the bedroom? no 8 +1 Mary journeyed to the kitchen. +2 Mary travelled to the office. +3 Is Mary in the hallway? no 2 +4 Daniel grabbed the apple there. +5 Daniel got the football there. +6 Is Mary in the office? yes 2 +7 Daniel left the football. +8 Daniel went to the garden. +9 Is Daniel in the kitchen? no 8 +10 Daniel discarded the apple there. +11 Daniel went back to the kitchen. +12 Is Daniel in the bedroom? no 11 +13 Sandra journeyed to the kitchen. +14 Sandra went to the bathroom. +15 Is Sandra in the hallway? no 14 +1 John journeyed to the hallway. +2 Mary picked up the football there. +3 Is John in the bedroom? no 1 +4 Daniel travelled to the kitchen. +5 Mary discarded the football. +6 Is John in the kitchen? no 1 +7 Mary took the football there. +8 John went to the kitchen. +9 Is Daniel in the office? no 4 +10 Mary left the football. +11 Mary took the football there. +12 Is John in the kitchen? yes 8 +13 Daniel went to the bathroom. +14 John went back to the bathroom. +15 Is John in the bathroom? yes 14 +1 Daniel picked up the milk there. +2 Mary went to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 Daniel moved to the bathroom. +5 Mary went back to the bathroom. +6 Is Daniel in the hallway? no 4 +7 Sandra picked up the apple there. +8 John grabbed the football there. +9 Is Mary in the kitchen? no 5 +10 John moved to the office. +11 Sandra travelled to the bathroom. +12 Is Sandra in the office? no 11 +13 Mary travelled to the office. +14 John left the football. +15 Is Mary in the hallway? no 13 +1 Sandra grabbed the apple there. +2 Mary picked up the milk there. +3 John travelled to the kitchen. +4 Sandra discarded the apple. +5 Is John in the kitchen? yes 3 +6 Sandra took the apple there. +7 Mary went to the bathroom. +8 Is John in the bedroom? no 3 +9 Daniel journeyed to the bathroom. +10 Sandra left the apple. +11 Is Mary in the bathroom? yes 7 +12 John travelled to the garden. +13 Mary put down the milk. +14 Is Daniel in the bathroom? yes 9 +15 Daniel took the milk there. +16 Mary journeyed to the kitchen. +17 Is Mary in the kitchen? yes 16 +1 Sandra got the apple there. +2 Daniel grabbed the football there. +3 John took the milk there. +4 Mary went back to the hallway. +5 Is Mary in the hallway? yes 4 +6 Daniel dropped the football. +7 Sandra moved to the bathroom. +8 Is Mary in the bathroom? no 4 +9 Daniel moved to the bedroom. +10 John discarded the milk. +11 Is Daniel in the office? no 9 +12 Sandra took the football there. +13 Sandra discarded the football. +14 Is Sandra in the hallway? no 7 +15 John grabbed the milk there. +16 John discarded the milk. +17 John went back to the hallway. +18 Sandra travelled to the garden. +19 Is John in the bedroom? no 17 +1 Sandra went to the kitchen. +2 John moved to the kitchen. +3 Is Sandra in the office? no 1 +4 Sandra journeyed to the bedroom. +5 Sandra journeyed to the bathroom. +6 Is Sandra in the garden? no 5 +7 Sandra journeyed to the kitchen. +8 Daniel went to the office. +9 Is Daniel in the office? yes 8 +10 Sandra went back to the office. +11 Sandra moved to the bathroom. +12 Is Sandra in the office? no 11 +13 Daniel travelled to the bathroom. +14 Sandra moved to the office. +15 Is Sandra in the bathroom? no 14 +1 John grabbed the football there. +2 Daniel went back to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 John picked up the milk there. +5 Mary went to the office. +6 Is Mary in the office? yes 5 +7 Mary journeyed to the kitchen. +8 Sandra moved to the bedroom. +9 Is Sandra in the bathroom? no 8 +10 John put down the football. +11 Sandra moved to the garden. +12 Is Mary in the kitchen? yes 7 +13 John dropped the milk. +14 Daniel went to the garden. +15 Is Sandra in the bathroom? no 11 +1 Daniel went to the kitchen. +2 John took the milk there. +3 Is Daniel in the kitchen? yes 1 +4 Sandra went to the hallway. +5 Mary went to the hallway. +6 Is Sandra in the kitchen? no 4 +7 Sandra went to the kitchen. +8 Mary travelled to the office. +9 Is Sandra in the kitchen? yes 7 +10 Mary went back to the bedroom. +11 John moved to the garden. +12 Is John in the garden? yes 11 +13 John got the football there. +14 Mary travelled to the kitchen. +15 Is John in the garden? yes 11 +1 John travelled to the hallway. +2 Daniel picked up the milk there. +3 Is John in the hallway? yes 1 +4 John went to the bedroom. +5 John went to the hallway. +6 Is John in the office? no 5 +7 Daniel left the milk. +8 Sandra journeyed to the hallway. +9 Is Sandra in the hallway? yes 8 +10 Mary went back to the bathroom. +11 Mary journeyed to the garden. +12 Is Mary in the garden? yes 11 +13 John took the apple there. +14 Sandra grabbed the football there. +15 Is Mary in the garden? yes 11 +1 John journeyed to the bedroom. +2 Daniel journeyed to the garden. +3 Is Daniel in the office? no 2 +4 Sandra journeyed to the garden. +5 Mary went back to the office. +6 Is Sandra in the garden? yes 4 +7 Sandra travelled to the kitchen. +8 John journeyed to the office. +9 Is Sandra in the garden? no 7 +10 Sandra moved to the garden. +11 John grabbed the football there. +12 Is Sandra in the bathroom? no 10 +13 Daniel went back to the office. +14 John discarded the football. +15 Is John in the office? yes 8 +1 Sandra went back to the bathroom. +2 John journeyed to the bathroom. +3 Is John in the bathroom? yes 2 +4 John went to the office. +5 John went to the garden. +6 Is John in the garden? yes 5 +7 Sandra moved to the hallway. +8 Mary travelled to the hallway. +9 Is Sandra in the hallway? yes 7 +10 John took the milk there. +11 Sandra picked up the football there. +12 Is John in the office? no 5 +13 Sandra left the football. +14 Mary picked up the apple there. +15 Is Mary in the garden? no 8 +1 Daniel moved to the office. +2 John picked up the apple there. +3 Is Daniel in the office? yes 1 +4 Daniel moved to the bathroom. +5 John put down the apple. +6 Is Daniel in the bathroom? yes 4 +7 John picked up the apple there. +8 Daniel went to the office. +9 Is Daniel in the kitchen? no 8 +10 Daniel went back to the kitchen. +11 Sandra journeyed to the bathroom. +12 Is Sandra in the office? no 11 +13 John journeyed to the bathroom. +14 Sandra journeyed to the bedroom. +15 Is Sandra in the kitchen? no 14 +1 Mary journeyed to the bedroom. +2 John got the apple there. +3 Is Mary in the bedroom? yes 1 +4 Sandra went back to the bedroom. +5 Sandra journeyed to the kitchen. +6 Is Mary in the kitchen? no 1 +7 John put down the apple. +8 John grabbed the apple there. +9 Is Sandra in the hallway? no 5 +10 Sandra went back to the bathroom. +11 John travelled to the kitchen. +12 Is Sandra in the kitchen? no 10 +13 John put down the apple. +14 Mary went to the office. +15 Is Sandra in the bathroom? yes 10 +1 Sandra picked up the apple there. +2 John grabbed the football there. +3 John put down the football. +4 Sandra left the apple. +5 John grabbed the football there. +6 Sandra journeyed to the garden. +7 Is Sandra in the garden? yes 6 +8 Mary journeyed to the office. +9 Mary journeyed to the bedroom. +10 Is Mary in the bedroom? yes 9 +11 John journeyed to the bedroom. +12 John went to the garden. +13 Is John in the garden? yes 12 +14 John put down the football. +15 Sandra got the football there. +16 Is John in the garden? yes 12 +17 Mary travelled to the garden. +18 Mary travelled to the office. +19 Is John in the hallway? no 12 +1 John went to the hallway. +2 Daniel travelled to the hallway. +3 Is John in the hallway? yes 1 +4 Sandra went to the hallway. +5 Mary grabbed the milk there. +6 Is Daniel in the hallway? yes 2 +7 Sandra journeyed to the garden. +8 Sandra went to the office. +9 Is Sandra in the bathroom? no 8 +10 John went back to the bathroom. +11 Mary put down the milk. +12 Is John in the bathroom? yes 10 +13 Sandra travelled to the garden. +14 Daniel moved to the office. +15 Is Sandra in the bedroom? no 13 +1 Mary went back to the garden. +2 Daniel travelled to the bedroom. +3 Is Mary in the bedroom? no 1 +4 Sandra travelled to the garden. +5 Sandra journeyed to the bathroom. +6 Is Sandra in the bathroom? yes 5 +7 Sandra went to the garden. +8 Daniel moved to the kitchen. +9 Is Sandra in the bathroom? no 7 +10 Mary travelled to the bedroom. +11 Daniel journeyed to the bathroom. +12 Is Sandra in the garden? yes 7 +13 John moved to the office. +14 Daniel took the apple there. +15 Is John in the bedroom? no 13 +1 Mary grabbed the milk there. +2 John moved to the bedroom. +3 Is John in the kitchen? no 2 +4 Mary discarded the milk. +5 John took the milk there. +6 Is John in the bedroom? yes 2 +7 Daniel travelled to the garden. +8 Sandra went to the bedroom. +9 Is Daniel in the garden? yes 7 +10 John went to the kitchen. +11 John moved to the hallway. +12 Is John in the hallway? yes 11 +13 John journeyed to the office. +14 Mary moved to the kitchen. +15 Is Sandra in the bedroom? yes 8 +1 Daniel got the milk there. +2 Daniel discarded the milk. +3 Mary picked up the apple there. +4 Daniel got the milk there. +5 Daniel put down the milk. +6 John travelled to the garden. +7 Is John in the bathroom? no 6 +8 Daniel picked up the milk there. +9 Sandra moved to the office. +10 Is Sandra in the hallway? no 9 +11 Daniel left the milk. +12 Mary discarded the apple. +13 Is Sandra in the kitchen? no 9 +14 Sandra travelled to the kitchen. +15 Daniel took the milk there. +16 Is Sandra in the bathroom? no 14 +17 Sandra went back to the hallway. +18 Mary took the apple there. +19 Is Sandra in the hallway? yes 17 +1 Daniel travelled to the kitchen. +2 Mary moved to the bedroom. +3 Is Daniel in the bedroom? no 1 +4 Sandra went back to the garden. +5 Daniel travelled to the office. +6 Is Sandra in the hallway? no 4 +7 Sandra grabbed the football there. +8 Daniel went to the hallway. +9 Is Mary in the bedroom? yes 2 +10 Sandra took the apple there. +11 John went to the bedroom. +12 Is John in the bedroom? yes 11 +13 John went back to the office. +14 Sandra dropped the apple. +15 Is Daniel in the bedroom? no 8 +1 Daniel took the football there. +2 Daniel dropped the football there. +3 Mary went to the bathroom. +4 Mary grabbed the apple there. +5 Is Mary in the hallway? no 3 +6 Mary journeyed to the bedroom. +7 Sandra went back to the office. +8 Is Mary in the bedroom? yes 6 +9 Mary put down the apple. +10 Sandra took the football there. +11 Is Mary in the bedroom? yes 6 +12 Sandra travelled to the hallway. +13 Daniel travelled to the hallway. +14 Is Sandra in the hallway? yes 12 +15 John journeyed to the bedroom. +16 Mary picked up the apple there. +17 Is Daniel in the hallway? yes 13 +1 Mary journeyed to the office. +2 John went to the bathroom. +3 Is Mary in the office? yes 1 +4 Daniel went to the garden. +5 Daniel went to the bedroom. +6 Is Mary in the office? yes 1 +7 Mary took the milk there. +8 Sandra journeyed to the office. +9 Is John in the bathroom? yes 2 +10 Sandra went back to the bedroom. +11 Sandra went to the office. +12 Is Sandra in the garden? no 11 +13 Daniel travelled to the bathroom. +14 Mary travelled to the kitchen. +15 Is Sandra in the office? yes 11 +1 Mary got the milk there. +2 Mary travelled to the garden. +3 Is Mary in the bathroom? no 2 +4 Daniel journeyed to the kitchen. +5 Daniel journeyed to the bathroom. +6 Is Daniel in the bathroom? yes 5 +7 Sandra got the football there. +8 Mary put down the milk. +9 Is Mary in the garden? yes 2 +10 John went back to the kitchen. +11 Daniel went back to the office. +12 Is Daniel in the office? yes 11 +13 John took the apple there. +14 Sandra travelled to the hallway. +15 Is Daniel in the hallway? no 11 +1 Sandra moved to the bedroom. +2 Mary grabbed the football there. +3 Is Sandra in the bedroom? yes 1 +4 Daniel grabbed the milk there. +5 Mary put down the football there. +6 Is Sandra in the bedroom? yes 1 +7 Sandra went to the kitchen. +8 Mary picked up the football there. +9 Is Sandra in the bedroom? no 7 +10 Daniel moved to the office. +11 Daniel moved to the hallway. +12 Is Daniel in the hallway? yes 11 +13 Daniel took the apple there. +14 Daniel journeyed to the bedroom. +15 Is Daniel in the bathroom? no 14 +1 Daniel travelled to the bedroom. +2 Daniel travelled to the office. +3 Is Daniel in the office? yes 2 +4 John went back to the bathroom. +5 Sandra went to the bedroom. +6 Is Daniel in the kitchen? no 2 +7 John went to the kitchen. +8 Mary moved to the garden. +9 Is John in the bedroom? no 7 +10 John picked up the football there. +11 Sandra journeyed to the hallway. +12 Is Mary in the garden? yes 8 +13 Daniel moved to the bedroom. +14 John put down the football. +15 Is Daniel in the bedroom? yes 13 +1 Sandra went to the kitchen. +2 Daniel took the apple there. +3 Is Sandra in the kitchen? yes 1 +4 John took the milk there. +5 John put down the milk. +6 Is Sandra in the kitchen? yes 1 +7 Sandra moved to the hallway. +8 John picked up the milk there. +9 Is Sandra in the hallway? yes 7 +10 John dropped the milk. +11 Sandra got the milk there. +12 Is Sandra in the hallway? yes 7 +13 Daniel dropped the apple. +14 Daniel travelled to the kitchen. +15 Is Daniel in the kitchen? yes 14 +1 John journeyed to the garden. +2 Mary grabbed the football there. +3 Is John in the garden? yes 1 +4 Mary dropped the football. +5 Sandra grabbed the milk there. +6 Is John in the garden? yes 1 +7 Sandra discarded the milk. +8 Mary went to the kitchen. +9 Is Mary in the bathroom? no 8 +10 Sandra went to the bathroom. +11 Sandra moved to the bedroom. +12 Is Mary in the office? no 8 +13 Mary went back to the garden. +14 Mary went back to the bedroom. +15 Is Mary in the garden? no 14 +1 Mary travelled to the office. +2 John got the apple there. +3 Is Mary in the office? yes 1 +4 John discarded the apple. +5 John travelled to the bedroom. +6 Is John in the bedroom? yes 5 +7 Sandra travelled to the garden. +8 Sandra went back to the bedroom. +9 Is John in the office? no 5 +10 Mary journeyed to the hallway. +11 Daniel journeyed to the hallway. +12 Is Daniel in the garden? no 11 +13 Daniel went to the kitchen. +14 Daniel went to the garden. +15 Is Daniel in the kitchen? no 14 +1 Sandra moved to the hallway. +2 Daniel went to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Mary picked up the apple there. +5 Daniel went back to the bathroom. +6 Is Daniel in the hallway? no 5 +7 Sandra journeyed to the bathroom. +8 John went back to the garden. +9 Is Daniel in the bathroom? yes 5 +10 Sandra journeyed to the office. +11 Sandra journeyed to the bedroom. +12 Is Daniel in the office? no 5 +13 Daniel moved to the office. +14 Daniel journeyed to the bathroom. +15 Is Daniel in the bathroom? yes 14 +1 John moved to the bedroom. +2 Sandra moved to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Sandra grabbed the milk there. +5 Daniel moved to the kitchen. +6 Is John in the bedroom? yes 1 +7 Sandra discarded the milk there. +8 John travelled to the hallway. +9 Is John in the hallway? yes 8 +10 Sandra picked up the milk there. +11 Sandra discarded the milk there. +12 Is John in the hallway? yes 8 +13 Daniel went back to the bedroom. +14 John went to the office. +15 Is Daniel in the bedroom? yes 13 +1 John got the milk there. +2 John dropped the milk. +3 Sandra went back to the kitchen. +4 Sandra picked up the milk there. +5 Is Sandra in the kitchen? yes 3 +6 Sandra dropped the milk. +7 John got the milk there. +8 Is Sandra in the garden? no 3 +9 Daniel got the apple there. +10 Daniel travelled to the kitchen. +11 Is Daniel in the bedroom? no 10 +12 Daniel travelled to the bathroom. +13 Mary moved to the hallway. +14 Is Daniel in the bathroom? yes 12 +15 Daniel picked up the football there. +16 Sandra journeyed to the bedroom. +17 Is Daniel in the hallway? no 12 +1 Daniel grabbed the football there. +2 Sandra travelled to the bedroom. +3 Is Sandra in the hallway? no 2 +4 Daniel journeyed to the garden. +5 Daniel put down the football. +6 Is Sandra in the hallway? no 2 +7 Mary travelled to the bathroom. +8 Daniel went to the bedroom. +9 Is Mary in the office? no 7 +10 Daniel travelled to the garden. +11 Daniel grabbed the milk there. +12 Is Daniel in the hallway? no 10 +13 Mary travelled to the kitchen. +14 Mary went to the garden. +15 Is Mary in the bathroom? no 14 +1 John picked up the football there. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Daniel travelled to the hallway. +5 Sandra went back to the bathroom. +6 Is Sandra in the bedroom? no 5 +7 Daniel went back to the kitchen. +8 Mary went to the kitchen. +9 Is Sandra in the kitchen? no 5 +10 Sandra moved to the kitchen. +11 Daniel travelled to the bathroom. +12 Is Sandra in the bathroom? no 10 +13 John discarded the football. +14 Mary went back to the bedroom. +15 Is Mary in the bedroom? yes 14 +1 John took the football there. +2 Daniel moved to the hallway. +3 Is Daniel in the hallway? yes 2 +4 Sandra travelled to the kitchen. +5 John journeyed to the hallway. +6 Is Sandra in the hallway? no 4 +7 Sandra travelled to the bedroom. +8 Sandra journeyed to the hallway. +9 Is Daniel in the hallway? yes 2 +10 Daniel journeyed to the garden. +11 John travelled to the bathroom. +12 Is Daniel in the kitchen? no 10 +13 John put down the football. +14 John grabbed the football there. +15 Is Daniel in the garden? yes 10 +1 John went to the office. +2 Daniel moved to the office. +3 Is Daniel in the hallway? no 2 +4 Mary went to the bedroom. +5 Sandra went back to the bathroom. +6 Is Daniel in the office? yes 2 +7 Sandra went to the garden. +8 Sandra went to the kitchen. +9 Is Mary in the bedroom? yes 4 +10 John went to the garden. +11 Sandra moved to the garden. +12 Is Sandra in the bathroom? no 11 +13 John went back to the office. +14 John moved to the garden. +15 Is Sandra in the garden? yes 11 +1 Sandra took the football there. +2 Sandra travelled to the hallway. +3 Is Sandra in the garden? no 2 +4 Daniel went to the garden. +5 Daniel moved to the bathroom. +6 Is Daniel in the kitchen? no 5 +7 Daniel picked up the milk there. +8 Sandra dropped the football. +9 Is Daniel in the bathroom? yes 5 +10 John journeyed to the kitchen. +11 Sandra went back to the bathroom. +12 Is John in the kitchen? yes 10 +13 John journeyed to the bedroom. +14 Sandra journeyed to the bedroom. +15 Is John in the garden? no 13 +1 Daniel travelled to the bathroom. +2 John travelled to the garden. +3 Is Daniel in the bathroom? yes 1 +4 John went to the bathroom. +5 John travelled to the bedroom. +6 Is John in the bedroom? yes 5 +7 Daniel went back to the bedroom. +8 John picked up the football there. +9 Is John in the bedroom? yes 5 +10 John put down the football. +11 Daniel picked up the football there. +12 Is John in the garden? no 5 +13 Sandra went back to the hallway. +14 Mary journeyed to the bedroom. +15 Is Mary in the bathroom? no 14 +1 John picked up the milk there. +2 Daniel went back to the office. +3 Is Daniel in the kitchen? no 2 +4 Daniel picked up the football there. +5 John dropped the milk. +6 Is Daniel in the office? yes 2 +7 Daniel put down the football. +8 Sandra went back to the bedroom. +9 Is Sandra in the bedroom? yes 8 +10 John picked up the milk there. +11 Daniel moved to the bathroom. +12 Is Daniel in the hallway? no 11 +13 Daniel moved to the office. +14 Sandra journeyed to the kitchen. +15 Is Daniel in the bathroom? no 13 +1 Mary travelled to the office. +2 Daniel journeyed to the kitchen. +3 Is Mary in the office? yes 1 +4 Daniel travelled to the bathroom. +5 John went to the bedroom. +6 Is John in the bathroom? no 5 +7 John went back to the bathroom. +8 John went back to the hallway. +9 Is Daniel in the office? no 4 +10 Sandra went back to the garden. +11 Daniel got the apple there. +12 Is John in the bedroom? no 8 +13 Daniel left the apple. +14 Sandra went to the bathroom. +15 Is Sandra in the garden? no 14 +1 John went back to the office. +2 Sandra journeyed to the kitchen. +3 Is Sandra in the office? no 2 +4 John got the football there. +5 Daniel moved to the bathroom. +6 Is John in the office? yes 1 +7 John dropped the football. +8 Mary moved to the office. +9 Is Sandra in the kitchen? yes 2 +10 John journeyed to the bathroom. +11 Mary grabbed the football there. +12 Is Mary in the office? yes 8 +13 Daniel travelled to the kitchen. +14 Mary put down the football. +15 Is Mary in the hallway? no 8 +1 John moved to the office. +2 Mary grabbed the apple there. +3 Is John in the office? yes 1 +4 Mary discarded the apple. +5 Daniel journeyed to the bedroom. +6 Is Daniel in the garden? no 5 +7 Sandra went to the bedroom. +8 John journeyed to the bedroom. +9 Is John in the hallway? no 8 +10 John took the milk there. +11 John journeyed to the garden. +12 Is Daniel in the bedroom? yes 5 +13 Sandra moved to the hallway. +14 John put down the milk there. +15 Is Sandra in the hallway? yes 13 +1 Mary took the football there. +2 Sandra went back to the bedroom. +3 Is Sandra in the kitchen? no 2 +4 Daniel went to the kitchen. +5 John travelled to the hallway. +6 Is Sandra in the bedroom? yes 2 +7 Sandra went to the office. +8 Sandra journeyed to the bedroom. +9 Is John in the kitchen? no 5 +10 John went back to the kitchen. +11 Mary discarded the football there. +12 Is John in the bathroom? no 10 +13 Mary went back to the kitchen. +14 Daniel moved to the office. +15 Is John in the bedroom? no 10 +1 John went back to the hallway. +2 John journeyed to the garden. +3 Is John in the bathroom? no 2 +4 John travelled to the kitchen. +5 John went to the office. +6 Is John in the garden? no 5 +7 Sandra went back to the kitchen. +8 Mary moved to the garden. +9 Is Mary in the garden? yes 8 +10 Daniel moved to the bathroom. +11 Sandra went to the garden. +12 Is Mary in the garden? yes 8 +13 Sandra travelled to the bedroom. +14 Mary took the milk there. +15 Is Daniel in the hallway? no 10 +1 Daniel travelled to the hallway. +2 Daniel went to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 John went to the hallway. +5 Mary moved to the bedroom. +6 Is Daniel in the bedroom? yes 2 +7 John journeyed to the bathroom. +8 John journeyed to the kitchen. +9 Is Mary in the bedroom? yes 5 +10 Sandra moved to the office. +11 Sandra went to the bedroom. +12 Is Mary in the bathroom? no 5 +13 Sandra journeyed to the kitchen. +14 John went to the hallway. +15 Is John in the hallway? yes 14 +1 John got the milk there. +2 Mary grabbed the apple there. +3 Daniel got the football there. +4 Mary travelled to the hallway. +5 Is Mary in the garden? no 4 +6 John discarded the milk. +7 John grabbed the milk there. +8 Is Mary in the office? no 4 +9 Mary went back to the kitchen. +10 John dropped the milk. +11 Is Mary in the hallway? no 9 +12 Daniel dropped the football. +13 Daniel got the football there. +14 Is Mary in the bedroom? no 9 +15 Sandra went to the office. +16 Sandra went back to the garden. +17 Is Sandra in the garden? yes 16 +1 Mary went to the hallway. +2 John grabbed the apple there. +3 Is Mary in the garden? no 1 +4 Mary went back to the garden. +5 Sandra journeyed to the garden. +6 Is Sandra in the hallway? no 5 +7 John went to the bedroom. +8 Daniel went to the bedroom. +9 Is Mary in the garden? yes 4 +10 John dropped the apple. +11 John moved to the hallway. +12 Is Daniel in the bedroom? yes 8 +13 Daniel moved to the bathroom. +14 John moved to the bedroom. +15 Is Daniel in the bathroom? yes 13 +1 Daniel went back to the bedroom. +2 Mary took the football there. +3 Is Daniel in the bedroom? yes 1 +4 Sandra took the milk there. +5 Sandra discarded the milk. +6 Is Daniel in the bathroom? no 1 +7 Sandra got the milk there. +8 Mary travelled to the bedroom. +9 Is Mary in the kitchen? no 8 +10 Daniel went back to the garden. +11 Sandra left the milk. +12 Is Mary in the bedroom? yes 8 +13 Daniel went back to the kitchen. +14 Daniel moved to the garden. +15 Is Daniel in the kitchen? no 14 +1 John went back to the kitchen. +2 John went back to the bathroom. +3 Is John in the bathroom? yes 2 +4 John journeyed to the kitchen. +5 Mary travelled to the office. +6 Is John in the garden? no 4 +7 Mary travelled to the garden. +8 John moved to the bedroom. +9 Is John in the kitchen? no 8 +10 Daniel travelled to the hallway. +11 Mary travelled to the hallway. +12 Is John in the office? no 8 +13 Mary got the football there. +14 Sandra journeyed to the office. +15 Is Sandra in the office? yes 14 +1 Sandra travelled to the bathroom. +2 Sandra moved to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 John moved to the bathroom. +5 John went to the hallway. +6 Is Sandra in the kitchen? yes 2 +7 Mary journeyed to the hallway. +8 John got the apple there. +9 Is Sandra in the office? no 2 +10 Mary went to the garden. +11 Sandra moved to the office. +12 Is Sandra in the hallway? no 11 +13 John discarded the apple. +14 Sandra travelled to the kitchen. +15 Is Mary in the garden? yes 10 +1 Mary grabbed the milk there. +2 John went back to the bedroom. +3 Is John in the bedroom? yes 2 +4 Daniel journeyed to the office. +5 Mary dropped the milk. +6 Is Daniel in the bedroom? no 4 +7 John travelled to the kitchen. +8 Sandra grabbed the milk there. +9 Is John in the office? no 7 +10 Daniel journeyed to the bathroom. +11 Sandra put down the milk there. +12 Is Daniel in the bathroom? yes 10 +13 Mary journeyed to the office. +14 Daniel moved to the office. +15 Is Daniel in the office? yes 14 +1 John got the apple there. +2 Sandra grabbed the milk there. +3 Sandra journeyed to the bedroom. +4 John went back to the bathroom. +5 Is John in the bathroom? yes 4 +6 Mary moved to the office. +7 Sandra grabbed the football there. +8 Is Sandra in the kitchen? no 3 +9 John went to the office. +10 Sandra dropped the football. +11 Is John in the office? yes 9 +12 John moved to the garden. +13 John dropped the apple. +14 Is John in the garden? yes 12 +15 Daniel went back to the garden. +16 Daniel picked up the apple there. +17 Is Daniel in the hallway? no 15 +1 Sandra moved to the bedroom. +2 John moved to the hallway. +3 Is Sandra in the bathroom? no 1 +4 Daniel went back to the garden. +5 Sandra went to the kitchen. +6 Is Daniel in the bedroom? no 4 +7 Daniel travelled to the kitchen. +8 Daniel took the apple there. +9 Is Daniel in the kitchen? yes 7 +10 Sandra grabbed the football there. +11 Mary went back to the bathroom. +12 Is Daniel in the bedroom? no 7 +13 Sandra went back to the bedroom. +14 Mary journeyed to the garden. +15 Is Mary in the garden? yes 14 +1 Sandra travelled to the bedroom. +2 Daniel moved to the bedroom. +3 Is Daniel in the garden? no 2 +4 Daniel got the milk there. +5 Mary went to the office. +6 Is Sandra in the bedroom? yes 1 +7 Sandra went to the garden. +8 Daniel discarded the milk. +9 Is Mary in the office? yes 5 +10 John went to the hallway. +11 Daniel took the milk there. +12 Is John in the hallway? yes 10 +13 Mary travelled to the garden. +14 John went to the kitchen. +15 Is John in the kitchen? yes 14 +1 Daniel moved to the bathroom. +2 Daniel took the football there. +3 Is Daniel in the office? no 1 +4 Daniel left the football. +5 Daniel travelled to the office. +6 Is Daniel in the office? yes 5 +7 John went back to the bathroom. +8 Daniel moved to the bathroom. +9 Is John in the bedroom? no 7 +10 Mary went to the bedroom. +11 John journeyed to the kitchen. +12 Is Daniel in the bedroom? no 8 +13 John took the apple there. +14 Daniel took the football there. +15 Is Daniel in the bathroom? yes 8 +1 Sandra moved to the kitchen. +2 John journeyed to the garden. +3 Is Sandra in the kitchen? yes 1 +4 John went to the office. +5 Daniel moved to the garden. +6 Is John in the bathroom? no 4 +7 John picked up the apple there. +8 John left the apple. +9 Is Daniel in the kitchen? no 5 +10 Daniel moved to the hallway. +11 Mary went back to the garden. +12 Is Daniel in the hallway? yes 10 +13 John moved to the bedroom. +14 Sandra moved to the office. +15 Is Mary in the kitchen? no 11 +1 Mary travelled to the garden. +2 Mary moved to the bathroom. +3 Is Mary in the bedroom? no 2 +4 Sandra went back to the office. +5 Sandra grabbed the apple there. +6 Is Sandra in the kitchen? no 4 +7 Sandra put down the apple. +8 Sandra moved to the hallway. +9 Is Mary in the bedroom? no 2 +10 Mary went back to the office. +11 Sandra went back to the bedroom. +12 Is Sandra in the bathroom? no 11 +13 Mary went back to the hallway. +14 Sandra travelled to the office. +15 Is Mary in the hallway? yes 13 +1 John moved to the garden. +2 Mary went to the office. +3 Is John in the garden? yes 1 +4 Mary went back to the bedroom. +5 Sandra went to the hallway. +6 Is Mary in the office? no 4 +7 John journeyed to the kitchen. +8 John went back to the office. +9 Is John in the office? yes 8 +10 Sandra moved to the garden. +11 Sandra went back to the kitchen. +12 Is John in the office? yes 8 +13 Daniel went back to the kitchen. +14 Sandra went to the office. +15 Is Sandra in the garden? no 14 +1 Mary got the apple there. +2 Sandra moved to the kitchen. +3 Is Sandra in the garden? no 2 +4 Mary discarded the apple there. +5 Sandra grabbed the football there. +6 Is Sandra in the kitchen? yes 2 +7 Sandra left the football. +8 Mary went back to the garden. +9 Is Sandra in the kitchen? yes 2 +10 Daniel moved to the garden. +11 Daniel went to the kitchen. +12 Is Daniel in the garden? no 11 +13 Sandra journeyed to the bedroom. +14 Sandra travelled to the garden. +15 Is Sandra in the bedroom? no 14 +1 Sandra took the milk there. +2 Sandra dropped the milk. +3 Sandra grabbed the milk there. +4 Mary grabbed the football there. +5 Sandra put down the milk there. +6 Daniel journeyed to the bedroom. +7 Is Daniel in the bedroom? yes 6 +8 John got the milk there. +9 Mary got the apple there. +10 Is Daniel in the bedroom? yes 6 +11 Mary travelled to the hallway. +12 Mary went to the garden. +13 Is Daniel in the office? no 6 +14 Mary moved to the bedroom. +15 Daniel journeyed to the bathroom. +16 Is Mary in the bedroom? yes 14 +17 Mary went back to the hallway. +18 John left the milk. +19 Is Mary in the hallway? yes 17 +1 Mary travelled to the bedroom. +2 Sandra travelled to the bedroom. +3 Is Sandra in the bathroom? no 2 +4 Sandra grabbed the milk there. +5 Sandra journeyed to the kitchen. +6 Is Sandra in the office? no 5 +7 Sandra discarded the milk. +8 Daniel journeyed to the kitchen. +9 Is Sandra in the kitchen? yes 5 +10 Mary went to the hallway. +11 John went to the hallway. +12 Is Mary in the bedroom? no 10 +13 Sandra grabbed the milk there. +14 Sandra dropped the milk. +15 Is Mary in the bathroom? no 10 +1 Mary went to the bedroom. +2 Sandra journeyed to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Daniel went back to the hallway. +5 Daniel moved to the kitchen. +6 Is Sandra in the kitchen? yes 2 +7 John journeyed to the hallway. +8 John went back to the kitchen. +9 Is Daniel in the bedroom? no 5 +10 John journeyed to the office. +11 Sandra moved to the bathroom. +12 Is Sandra in the bathroom? yes 11 +13 Sandra picked up the apple there. +14 John got the milk there. +15 Is John in the kitchen? no 10 +1 Mary went back to the bathroom. +2 Sandra journeyed to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Mary got the apple there. +5 Sandra went back to the bedroom. +6 Is Mary in the office? no 1 +7 John went to the kitchen. +8 Daniel went back to the bedroom. +9 Is Sandra in the bedroom? yes 5 +10 Mary travelled to the hallway. +11 Mary travelled to the office. +12 Is Sandra in the bedroom? yes 5 +13 Sandra journeyed to the bathroom. +14 Mary put down the apple. +15 Is Mary in the office? yes 11 +1 Mary moved to the bedroom. +2 Daniel grabbed the apple there. +3 Is Mary in the bedroom? yes 1 +4 John travelled to the bedroom. +5 Daniel moved to the bathroom. +6 Is Mary in the garden? no 1 +7 Sandra travelled to the office. +8 Sandra went back to the bedroom. +9 Is John in the kitchen? no 4 +10 Daniel left the apple. +11 Daniel grabbed the apple there. +12 Is Daniel in the bathroom? yes 5 +13 Daniel discarded the apple. +14 Daniel moved to the garden. +15 Is Sandra in the bedroom? yes 8 +1 Sandra journeyed to the kitchen. +2 Sandra travelled to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 John went back to the office. +5 Mary went back to the bedroom. +6 Is Mary in the garden? no 5 +7 John went to the kitchen. +8 Sandra took the apple there. +9 Is John in the kitchen? yes 7 +10 Daniel travelled to the kitchen. +11 Mary went to the bathroom. +12 Is Mary in the kitchen? no 11 +13 Sandra moved to the garden. +14 Sandra discarded the apple. +15 Is Sandra in the garden? yes 13 +1 John moved to the hallway. +2 John journeyed to the office. +3 Is John in the bathroom? no 2 +4 Mary journeyed to the bedroom. +5 John journeyed to the bedroom. +6 Is Mary in the hallway? no 4 +7 Sandra went back to the office. +8 Mary travelled to the bathroom. +9 Is John in the kitchen? no 5 +10 John went back to the garden. +11 Sandra went back to the garden. +12 Is Mary in the hallway? no 8 +13 Sandra moved to the hallway. +14 Mary took the football there. +15 Is Mary in the bathroom? yes 8 +1 Daniel travelled to the office. +2 John went to the office. +3 Is Daniel in the bathroom? no 1 +4 Sandra journeyed to the bathroom. +5 John journeyed to the bedroom. +6 Is John in the bedroom? yes 5 +7 Sandra went back to the garden. +8 Sandra moved to the kitchen. +9 Is John in the bathroom? no 5 +10 Sandra went back to the hallway. +11 Sandra went to the kitchen. +12 Is Sandra in the bathroom? no 11 +13 John went to the garden. +14 Sandra journeyed to the office. +15 Is Sandra in the bathroom? no 14 +1 Daniel went to the garden. +2 John picked up the apple there. +3 Is Daniel in the kitchen? no 1 +4 Mary journeyed to the bedroom. +5 Sandra went back to the bathroom. +6 Is Sandra in the kitchen? no 5 +7 John went back to the bedroom. +8 Daniel moved to the bedroom. +9 Is Sandra in the bathroom? yes 5 +10 John journeyed to the bathroom. +11 John left the apple. +12 Is John in the bathroom? yes 10 +13 Daniel travelled to the kitchen. +14 John got the apple there. +15 Is Daniel in the kitchen? yes 13 +1 Sandra went back to the bathroom. +2 Mary got the milk there. +3 Is Sandra in the bedroom? no 1 +4 Mary moved to the hallway. +5 Mary went to the kitchen. +6 Is Mary in the kitchen? yes 5 +7 John went back to the hallway. +8 John moved to the garden. +9 Is Mary in the kitchen? yes 5 +10 Sandra journeyed to the office. +11 John went back to the hallway. +12 Is John in the hallway? yes 11 +13 John went back to the garden. +14 Mary picked up the football there. +15 Is John in the office? no 13 +1 Mary moved to the garden. +2 John journeyed to the hallway. +3 Is Mary in the garden? yes 1 +4 Mary moved to the bedroom. +5 John travelled to the kitchen. +6 Is John in the hallway? no 5 +7 Mary journeyed to the office. +8 Daniel journeyed to the garden. +9 Is Daniel in the garden? yes 8 +10 John grabbed the apple there. +11 Sandra travelled to the bathroom. +12 Is Daniel in the garden? yes 8 +13 Mary moved to the kitchen. +14 John journeyed to the office. +15 Is Daniel in the office? no 8 +1 John moved to the hallway. +2 Mary went to the garden. +3 Is Mary in the kitchen? no 2 +4 Sandra went to the office. +5 Sandra moved to the bathroom. +6 Is Mary in the garden? yes 2 +7 Mary travelled to the office. +8 John went to the garden. +9 Is Sandra in the hallway? no 5 +10 Mary picked up the apple there. +11 Sandra journeyed to the office. +12 Is John in the garden? yes 8 +13 Sandra went back to the kitchen. +14 Sandra went to the office. +15 Is Sandra in the office? yes 14 +1 Daniel got the apple there. +2 John picked up the football there. +3 Daniel went back to the office. +4 Daniel discarded the apple. +5 Is Daniel in the office? yes 3 +6 Daniel took the apple there. +7 Daniel moved to the bathroom. +8 Is Daniel in the bathroom? yes 7 +9 Daniel went to the bedroom. +10 Daniel travelled to the garden. +11 Is Daniel in the garden? yes 10 +12 Daniel moved to the office. +13 Daniel put down the apple. +14 Is Daniel in the hallway? no 12 +15 Sandra moved to the bedroom. +16 John put down the football. +17 Is Daniel in the garden? no 12 +1 Mary took the football there. +2 Mary went to the kitchen. +3 Is Mary in the hallway? no 2 +4 John went to the garden. +5 Sandra moved to the bathroom. +6 Is John in the office? no 4 +7 Mary put down the football there. +8 Daniel moved to the office. +9 Is Daniel in the bathroom? no 8 +10 Daniel got the milk there. +11 Mary got the football there. +12 Is Daniel in the office? yes 8 +13 Sandra went to the garden. +14 Daniel discarded the milk there. +15 Is Daniel in the office? yes 8 +1 Daniel grabbed the apple there. +2 Daniel journeyed to the hallway. +3 Is Daniel in the hallway? yes 2 +4 Mary went to the office. +5 Sandra moved to the office. +6 Is Mary in the bedroom? no 4 +7 Sandra went to the bedroom. +8 Daniel went back to the kitchen. +9 Is Daniel in the kitchen? yes 8 +10 Daniel dropped the apple there. +11 Daniel grabbed the apple there. +12 Is Sandra in the bathroom? no 7 +13 Daniel put down the apple. +14 John travelled to the kitchen. +15 Is Daniel in the kitchen? yes 8 +1 Daniel picked up the milk there. +2 John picked up the apple there. +3 Mary travelled to the garden. +4 Daniel travelled to the kitchen. +5 Is Daniel in the bedroom? no 4 +6 Daniel moved to the bedroom. +7 Sandra went back to the kitchen. +8 Is Daniel in the garden? no 6 +9 Daniel put down the milk. +10 Mary went to the office. +11 Is Daniel in the bedroom? yes 6 +12 Mary journeyed to the bedroom. +13 Daniel picked up the milk there. +14 Is Mary in the kitchen? no 12 +15 John discarded the apple there. +16 Mary journeyed to the kitchen. +17 Is Mary in the kitchen? yes 16 +1 Sandra went back to the bathroom. +2 John journeyed to the kitchen. +3 Is Sandra in the bathroom? yes 1 +4 John went back to the bathroom. +5 Sandra moved to the bedroom. +6 Is John in the bathroom? yes 4 +7 Daniel travelled to the bathroom. +8 Sandra moved to the office. +9 Is John in the bathroom? yes 4 +10 Daniel went to the garden. +11 Mary travelled to the bathroom. +12 Is Sandra in the garden? no 8 +13 John travelled to the garden. +14 John went to the kitchen. +15 Is Mary in the bathroom? yes 11 +1 Mary went to the office. +2 Daniel went back to the bathroom. +3 Is Mary in the office? yes 1 +4 Daniel went back to the office. +5 Sandra went back to the office. +6 Is Daniel in the office? yes 4 +7 Daniel travelled to the garden. +8 Sandra travelled to the bathroom. +9 Is Daniel in the kitchen? no 7 +10 Daniel grabbed the apple there. +11 Daniel grabbed the milk there. +12 Is Sandra in the bathroom? yes 8 +13 John went back to the bedroom. +14 Daniel dropped the apple. +15 Is John in the office? no 13 +1 Sandra travelled to the hallway. +2 Daniel moved to the garden. +3 Is Daniel in the garden? yes 2 +4 Daniel travelled to the hallway. +5 Daniel took the football there. +6 Is Daniel in the hallway? yes 4 +7 John moved to the hallway. +8 Sandra moved to the garden. +9 Is Daniel in the hallway? yes 4 +10 Daniel went to the office. +11 Sandra travelled to the kitchen. +12 Is Daniel in the office? yes 10 +13 Mary got the milk there. +14 Sandra went to the hallway. +15 Is Sandra in the hallway? yes 14 +1 Daniel grabbed the football there. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the hallway? no 2 +4 Daniel left the football. +5 Daniel grabbed the football there. +6 Is Daniel in the garden? no 2 +7 John travelled to the bedroom. +8 Daniel put down the football. +9 Is Daniel in the office? no 2 +10 John travelled to the office. +11 Daniel went back to the kitchen. +12 Is Daniel in the hallway? no 11 +13 Mary travelled to the garden. +14 John moved to the bathroom. +15 Is Mary in the garden? yes 13 +1 Daniel journeyed to the bedroom. +2 Daniel travelled to the kitchen. +3 Is Daniel in the bathroom? no 2 +4 Sandra moved to the kitchen. +5 John moved to the garden. +6 Is Sandra in the hallway? no 4 +7 John grabbed the football there. +8 John went to the kitchen. +9 Is Daniel in the bedroom? no 2 +10 Daniel moved to the bedroom. +11 Mary grabbed the apple there. +12 Is Daniel in the bedroom? yes 10 +13 John got the milk there. +14 Sandra went to the hallway. +15 Is Daniel in the hallway? no 10 +1 John went to the bedroom. +2 Daniel journeyed to the garden. +3 Is John in the bedroom? yes 1 +4 Daniel went back to the bedroom. +5 Sandra travelled to the office. +6 Is Sandra in the bedroom? no 5 +7 Sandra went to the bathroom. +8 John travelled to the garden. +9 Is Sandra in the bathroom? yes 7 +10 John journeyed to the bedroom. +11 Sandra went back to the hallway. +12 Is John in the hallway? no 10 +13 Mary went back to the bedroom. +14 Mary went back to the kitchen. +15 Is Mary in the kitchen? yes 14 +1 John journeyed to the hallway. +2 Daniel took the milk there. +3 Is John in the hallway? yes 1 +4 Daniel went to the bedroom. +5 Daniel travelled to the garden. +6 Is John in the kitchen? no 1 +7 Mary went back to the bedroom. +8 Daniel grabbed the apple there. +9 Is Mary in the kitchen? no 7 +10 Daniel moved to the hallway. +11 Daniel left the apple. +12 Is Daniel in the bathroom? no 10 +13 Daniel discarded the milk there. +14 Mary moved to the hallway. +15 Is Daniel in the hallway? yes 10 +1 Mary got the milk there. +2 John went back to the garden. +3 Is John in the garden? yes 2 +4 Mary discarded the milk there. +5 Mary travelled to the bedroom. +6 Is John in the garden? yes 2 +7 John grabbed the apple there. +8 Sandra travelled to the bedroom. +9 Is Mary in the bathroom? no 5 +10 John journeyed to the office. +11 John went to the bedroom. +12 Is Sandra in the bedroom? yes 8 +13 Mary journeyed to the bathroom. +14 John discarded the apple. +15 Is John in the garden? no 11 +1 John moved to the hallway. +2 Daniel moved to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 John travelled to the bathroom. +5 Daniel travelled to the hallway. +6 Is John in the bathroom? yes 4 +7 Sandra got the milk there. +8 Mary went to the bedroom. +9 Is Daniel in the hallway? yes 5 +10 Mary went to the garden. +11 Mary travelled to the bedroom. +12 Is Daniel in the bathroom? no 5 +13 Sandra travelled to the bathroom. +14 Sandra put down the milk. +15 Is Mary in the bedroom? yes 11 +1 Daniel journeyed to the kitchen. +2 John travelled to the office. +3 Is Daniel in the kitchen? yes 1 +4 John moved to the hallway. +5 Daniel took the apple there. +6 Is John in the bedroom? no 4 +7 Mary grabbed the football there. +8 Mary travelled to the bathroom. +9 Is John in the kitchen? no 4 +10 Daniel discarded the apple. +11 Daniel took the apple there. +12 Is Mary in the garden? no 8 +13 Daniel put down the apple there. +14 Mary put down the football. +15 Is Mary in the office? no 8 +1 Sandra picked up the football there. +2 Sandra dropped the football. +3 John journeyed to the hallway. +4 Sandra went to the bathroom. +5 Is John in the hallway? yes 3 +6 Sandra travelled to the garden. +7 Daniel moved to the hallway. +8 Is Sandra in the garden? yes 6 +9 Daniel journeyed to the kitchen. +10 Mary got the milk there. +11 Is Sandra in the kitchen? no 6 +12 Sandra travelled to the hallway. +13 Daniel journeyed to the garden. +14 Is Daniel in the office? no 13 +15 John moved to the office. +16 Mary dropped the milk. +17 Is Sandra in the bathroom? no 12 +1 Daniel journeyed to the bathroom. +2 Sandra moved to the bedroom. +3 Is Daniel in the bathroom? yes 1 +4 Mary picked up the football there. +5 John travelled to the bedroom. +6 Is Daniel in the bathroom? yes 1 +7 Daniel moved to the bedroom. +8 Daniel went back to the kitchen. +9 Is Sandra in the bedroom? yes 2 +10 Daniel went to the bathroom. +11 Sandra travelled to the kitchen. +12 Is Daniel in the garden? no 10 +13 Mary left the football. +14 Daniel travelled to the office. +15 Is Sandra in the office? no 11 +1 Daniel moved to the bathroom. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Mary moved to the office. +5 Mary went back to the bathroom. +6 Is Daniel in the bedroom? yes 2 +7 Daniel moved to the garden. +8 Mary went back to the hallway. +9 Is Mary in the hallway? yes 8 +10 Sandra travelled to the hallway. +11 Mary moved to the garden. +12 Is Mary in the kitchen? no 11 +13 Sandra journeyed to the bathroom. +14 John went back to the office. +15 Is Sandra in the garden? no 13 +1 Sandra journeyed to the hallway. +2 John moved to the bedroom. +3 Is John in the bedroom? yes 2 +4 Daniel took the football there. +5 Daniel went to the garden. +6 Is Daniel in the kitchen? no 5 +7 Sandra moved to the bedroom. +8 Mary went back to the hallway. +9 Is Mary in the hallway? yes 8 +10 John journeyed to the bathroom. +11 Mary went back to the bedroom. +12 Is Daniel in the bedroom? no 5 +13 John journeyed to the kitchen. +14 Mary went to the office. +15 Is Mary in the office? yes 14 +1 Mary went to the office. +2 Daniel journeyed to the bathroom. +3 Is Daniel in the bedroom? no 2 +4 John travelled to the garden. +5 John travelled to the bedroom. +6 Is Mary in the office? yes 1 +7 Mary travelled to the bathroom. +8 John went to the hallway. +9 Is Daniel in the garden? no 2 +10 John took the milk there. +11 John dropped the milk. +12 Is Mary in the bedroom? no 7 +13 John went to the office. +14 Mary travelled to the bedroom. +15 Is John in the office? yes 13 +1 Daniel went to the bathroom. +2 Daniel travelled to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 Mary picked up the apple there. +5 Sandra travelled to the garden. +6 Is Daniel in the bedroom? yes 2 +7 Sandra went back to the hallway. +8 Daniel went to the bathroom. +9 Is Sandra in the office? no 7 +10 John went back to the garden. +11 Sandra took the football there. +12 Is Sandra in the hallway? yes 7 +13 Mary discarded the apple. +14 Mary went to the garden. +15 Is John in the office? no 10 +1 Sandra picked up the apple there. +2 Daniel went back to the garden. +3 Is Daniel in the office? no 2 +4 Sandra left the apple. +5 Mary journeyed to the kitchen. +6 Is Mary in the kitchen? yes 5 +7 John travelled to the bathroom. +8 John moved to the hallway. +9 Is John in the hallway? yes 8 +10 Sandra journeyed to the bedroom. +11 Daniel grabbed the football there. +12 Is Sandra in the bathroom? no 10 +13 John went back to the kitchen. +14 Daniel left the football. +15 Is John in the kitchen? yes 13 +1 Daniel went to the kitchen. +2 John travelled to the hallway. +3 Is Daniel in the bathroom? no 1 +4 John went to the bathroom. +5 John moved to the garden. +6 Is John in the garden? yes 5 +7 Sandra journeyed to the bathroom. +8 Daniel went back to the bathroom. +9 Is Sandra in the bathroom? yes 7 +10 Sandra took the football there. +11 John moved to the bedroom. +12 Is Sandra in the bedroom? no 7 +13 John travelled to the hallway. +14 Mary moved to the hallway. +15 Is Daniel in the kitchen? no 8 +1 Mary went to the kitchen. +2 Sandra travelled to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Daniel grabbed the football there. +5 Sandra journeyed to the bathroom. +6 Is Mary in the kitchen? yes 1 +7 Sandra moved to the hallway. +8 John picked up the apple there. +9 Is Sandra in the office? no 7 +10 Daniel discarded the football. +11 John moved to the bathroom. +12 Is Sandra in the office? no 7 +13 Mary journeyed to the office. +14 John discarded the apple. +15 Is John in the bathroom? yes 11 +1 John got the apple there. +2 John dropped the apple. +3 Mary got the milk there. +4 Mary put down the milk. +5 John journeyed to the bedroom. +6 Sandra went back to the kitchen. +7 Is Sandra in the hallway? no 6 +8 Mary grabbed the football there. +9 Daniel went back to the office. +10 Is Daniel in the office? yes 9 +11 Mary went back to the garden. +12 Mary moved to the bathroom. +13 Is Sandra in the garden? no 6 +14 Sandra went to the office. +15 John moved to the office. +16 Is John in the office? yes 15 +17 John went back to the bedroom. +18 John journeyed to the garden. +19 Is Sandra in the office? yes 14 +1 John moved to the office. +2 Daniel grabbed the milk there. +3 Is John in the office? yes 1 +4 Daniel journeyed to the bedroom. +5 Daniel put down the milk. +6 Is John in the office? yes 1 +7 Daniel journeyed to the garden. +8 Daniel got the football there. +9 Is Daniel in the garden? yes 7 +10 Mary travelled to the garden. +11 Daniel put down the football. +12 Is Mary in the bedroom? no 10 +13 Mary grabbed the football there. +14 Sandra moved to the hallway. +15 Is Mary in the garden? yes 10 +1 Daniel went to the hallway. +2 Mary journeyed to the office. +3 Is Daniel in the hallway? yes 1 +4 John journeyed to the bathroom. +5 Sandra went to the hallway. +6 Is Mary in the kitchen? no 2 +7 Mary got the milk there. +8 Sandra got the apple there. +9 Is Sandra in the kitchen? no 5 +10 John journeyed to the garden. +11 Sandra journeyed to the kitchen. +12 Is John in the garden? yes 10 +13 Sandra went to the bathroom. +14 Sandra went to the hallway. +15 Is Sandra in the hallway? yes 14 +1 Daniel travelled to the kitchen. +2 Sandra went back to the bathroom. +3 Is Daniel in the kitchen? yes 1 +4 John travelled to the bathroom. +5 Sandra travelled to the hallway. +6 Is John in the bathroom? yes 4 +7 John picked up the football there. +8 Daniel took the milk there. +9 Is Sandra in the hallway? yes 5 +10 John moved to the office. +11 Daniel went to the bathroom. +12 Is Sandra in the bathroom? no 5 +13 Daniel left the milk. +14 John went to the bathroom. +15 Is John in the bathroom? yes 14 +1 Mary went to the kitchen. +2 Sandra picked up the football there. +3 Is Mary in the garden? no 1 +4 John went back to the hallway. +5 John went back to the office. +6 Is John in the bedroom? no 5 +7 Daniel went back to the bedroom. +8 Sandra went back to the office. +9 Is Daniel in the bedroom? yes 7 +10 Daniel got the apple there. +11 Sandra left the football. +12 Is Sandra in the office? yes 8 +13 Mary went to the bathroom. +14 John picked up the football there. +15 Is Sandra in the bathroom? no 8 +1 Mary picked up the football there. +2 Mary journeyed to the hallway. +3 Is Mary in the office? no 2 +4 Mary travelled to the garden. +5 Mary put down the football. +6 Is Mary in the hallway? no 4 +7 Sandra went back to the hallway. +8 Sandra went to the kitchen. +9 Is Mary in the bedroom? no 4 +10 Sandra went back to the office. +11 John took the football there. +12 Is Sandra in the garden? no 10 +13 John travelled to the office. +14 Daniel travelled to the kitchen. +15 Is Daniel in the kitchen? yes 14 +1 Mary went to the bathroom. +2 Sandra picked up the milk there. +3 Is Mary in the office? no 1 +4 Mary went to the office. +5 Sandra journeyed to the bathroom. +6 Is Mary in the office? yes 4 +7 John travelled to the bathroom. +8 Mary journeyed to the bathroom. +9 Is Mary in the bedroom? no 8 +10 Mary went to the kitchen. +11 Daniel went to the bedroom. +12 Is John in the bathroom? yes 7 +13 Sandra journeyed to the office. +14 Sandra went to the garden. +15 Is Mary in the hallway? no 10 +1 Mary got the milk there. +2 John went to the bathroom. +3 Is John in the bathroom? yes 2 +4 John moved to the kitchen. +5 Mary moved to the bedroom. +6 Is John in the kitchen? yes 4 +7 Mary left the milk. +8 Daniel went to the office. +9 Is Mary in the garden? no 5 +10 Mary travelled to the garden. +11 Mary travelled to the office. +12 Is Mary in the office? yes 11 +13 John grabbed the apple there. +14 John left the apple. +15 Is Mary in the office? yes 11 +1 Sandra travelled to the kitchen. +2 Sandra travelled to the bedroom. +3 Is Sandra in the kitchen? no 2 +4 Mary grabbed the milk there. +5 John went back to the hallway. +6 Is John in the hallway? yes 5 +7 Sandra took the football there. +8 Mary dropped the milk. +9 Is Sandra in the bedroom? yes 2 +10 Mary moved to the kitchen. +11 Daniel went back to the bathroom. +12 Is Daniel in the kitchen? no 11 +13 Mary moved to the bedroom. +14 John moved to the bedroom. +15 Is John in the bedroom? yes 14 +1 Daniel went back to the kitchen. +2 Mary travelled to the bathroom. +3 Is Daniel in the kitchen? yes 1 +4 John picked up the football there. +5 Mary journeyed to the garden. +6 Is Mary in the garden? yes 5 +7 John moved to the hallway. +8 John dropped the football. +9 Is Mary in the garden? yes 5 +10 Daniel got the apple there. +11 John journeyed to the kitchen. +12 Is Mary in the garden? yes 5 +13 Sandra journeyed to the garden. +14 John went to the bedroom. +15 Is John in the bedroom? yes 14 +1 Mary journeyed to the bathroom. +2 Sandra moved to the garden. +3 Is Mary in the kitchen? no 1 +4 Mary went to the office. +5 John moved to the hallway. +6 Is John in the garden? no 5 +7 John journeyed to the bathroom. +8 Mary travelled to the garden. +9 Is Sandra in the garden? yes 2 +10 Mary journeyed to the kitchen. +11 Sandra went to the hallway. +12 Is Mary in the bedroom? no 10 +13 Mary went back to the hallway. +14 John took the apple there. +15 Is Mary in the hallway? yes 13 +1 Sandra picked up the football there. +2 Sandra went back to the garden. +3 Is Sandra in the garden? yes 2 +4 Sandra discarded the football there. +5 Mary journeyed to the bedroom. +6 Is Mary in the garden? no 5 +7 Sandra picked up the football there. +8 Sandra got the milk there. +9 Is Mary in the bedroom? yes 5 +10 Mary went to the hallway. +11 Daniel went to the kitchen. +12 Is Mary in the hallway? yes 10 +13 Sandra dropped the football. +14 Sandra travelled to the kitchen. +15 Is Daniel in the garden? no 11 +1 Daniel got the milk there. +2 Daniel discarded the milk. +3 Mary got the apple there. +4 Sandra journeyed to the hallway. +5 Is Sandra in the garden? no 4 +6 Daniel took the football there. +7 Sandra went to the garden. +8 Is Sandra in the garden? yes 7 +9 Mary left the apple. +10 Daniel left the football there. +11 Is Sandra in the garden? yes 7 +12 Mary travelled to the office. +13 Sandra picked up the apple there. +14 Is Sandra in the garden? yes 7 +15 Sandra put down the apple. +16 Mary moved to the garden. +17 Is Mary in the bedroom? no 16 +1 Sandra journeyed to the garden. +2 Daniel went back to the garden. +3 Is Daniel in the garden? yes 2 +4 Mary got the milk there. +5 Mary moved to the hallway. +6 Is Daniel in the office? no 2 +7 Sandra went back to the kitchen. +8 Sandra travelled to the garden. +9 Is Sandra in the garden? yes 8 +10 Sandra moved to the bedroom. +11 Mary discarded the milk there. +12 Is Sandra in the office? no 10 +13 Mary picked up the milk there. +14 Daniel went back to the bathroom. +15 Is Daniel in the garden? no 14 +1 Sandra journeyed to the bedroom. +2 Daniel journeyed to the office. +3 Is Sandra in the bedroom? yes 1 +4 Mary grabbed the football there. +5 Sandra travelled to the hallway. +6 Is Daniel in the garden? no 2 +7 Mary discarded the football. +8 Sandra took the milk there. +9 Is Daniel in the office? yes 2 +10 Mary grabbed the apple there. +11 Mary took the football there. +12 Is Sandra in the hallway? yes 5 +13 Daniel went to the garden. +14 Mary put down the apple. +15 Is Daniel in the garden? yes 13 +1 Sandra went back to the bathroom. +2 Sandra journeyed to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 John journeyed to the kitchen. +5 Mary went to the office. +6 Is Sandra in the kitchen? no 2 +7 John journeyed to the garden. +8 John went to the hallway. +9 Is John in the office? no 8 +10 John went to the bathroom. +11 John went back to the hallway. +12 Is Mary in the office? yes 5 +13 Sandra travelled to the hallway. +14 Daniel got the football there. +15 Is John in the hallway? yes 11 +1 Daniel took the apple there. +2 John grabbed the milk there. +3 Daniel discarded the apple. +4 Mary travelled to the bedroom. +5 Is Mary in the bedroom? yes 4 +6 Sandra went back to the office. +7 Sandra journeyed to the hallway. +8 Is Sandra in the office? no 7 +9 John went back to the bathroom. +10 Mary got the football there. +11 Is Sandra in the bedroom? no 7 +12 Daniel journeyed to the bedroom. +13 Sandra moved to the bedroom. +14 Is John in the hallway? no 9 +15 John put down the milk. +16 Sandra moved to the hallway. +17 Is Sandra in the hallway? yes 16 +1 Daniel grabbed the apple there. +2 Daniel went to the hallway. +3 Is Daniel in the garden? no 2 +4 Sandra went back to the garden. +5 Sandra grabbed the football there. +6 Is Daniel in the bedroom? no 2 +7 Sandra put down the football. +8 Mary grabbed the milk there. +9 Is Sandra in the kitchen? no 4 +10 Mary went back to the garden. +11 Sandra travelled to the kitchen. +12 Is Sandra in the kitchen? yes 11 +13 Mary moved to the bedroom. +14 Sandra travelled to the garden. +15 Is Mary in the bedroom? yes 13 +1 John took the apple there. +2 John travelled to the garden. +3 Is John in the garden? yes 2 +4 Daniel travelled to the kitchen. +5 John left the apple there. +6 Is John in the garden? yes 2 +7 Sandra got the apple there. +8 Sandra went back to the hallway. +9 Is Daniel in the garden? no 4 +10 John went to the bathroom. +11 Sandra discarded the apple there. +12 Is Sandra in the bedroom? no 8 +13 Mary went back to the office. +14 Mary went to the garden. +15 Is John in the bathroom? yes 10 +1 Daniel travelled to the bedroom. +2 Daniel journeyed to the garden. +3 Is Daniel in the garden? yes 2 +4 Daniel grabbed the apple there. +5 Mary went back to the garden. +6 Is Daniel in the bedroom? no 2 +7 Mary travelled to the kitchen. +8 Daniel discarded the apple. +9 Is Daniel in the garden? yes 2 +10 Sandra grabbed the milk there. +11 Mary went to the bathroom. +12 Is Mary in the hallway? no 11 +13 Sandra put down the milk. +14 Daniel took the apple there. +15 Is Mary in the bedroom? no 11 +1 John moved to the bathroom. +2 Mary travelled to the bathroom. +3 Is Mary in the kitchen? no 2 +4 Mary travelled to the kitchen. +5 John went to the kitchen. +6 Is John in the bedroom? no 5 +7 Sandra moved to the kitchen. +8 John journeyed to the garden. +9 Is Sandra in the kitchen? yes 7 +10 John got the milk there. +11 Daniel went to the office. +12 Is Daniel in the bathroom? no 11 +13 Daniel travelled to the bathroom. +14 John went back to the kitchen. +15 Is John in the hallway? no 14 +1 Sandra got the apple there. +2 Daniel went to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Mary got the milk there. +5 Mary dropped the milk. +6 Is Daniel in the bathroom? no 2 +7 Sandra journeyed to the bathroom. +8 Mary picked up the milk there. +9 Is Daniel in the kitchen? yes 2 +10 Sandra journeyed to the office. +11 Mary dropped the milk there. +12 Is Sandra in the garden? no 10 +13 Sandra left the apple. +14 Sandra went back to the bedroom. +15 Is Sandra in the bedroom? yes 14 +1 Daniel journeyed to the office. +2 Mary travelled to the hallway. +3 Is Daniel in the office? yes 1 +4 John went back to the kitchen. +5 Mary journeyed to the office. +6 Is Mary in the garden? no 5 +7 Sandra moved to the garden. +8 Sandra journeyed to the kitchen. +9 Is Sandra in the garden? no 8 +10 Sandra took the football there. +11 Daniel journeyed to the kitchen. +12 Is Mary in the office? yes 5 +13 John went to the hallway. +14 Sandra dropped the football. +15 Is Sandra in the garden? no 8 +1 Sandra travelled to the bedroom. +2 Daniel journeyed to the office. +3 Is Sandra in the bedroom? yes 1 +4 John went to the bathroom. +5 Mary went back to the hallway. +6 Is Mary in the bedroom? no 5 +7 Mary took the milk there. +8 John travelled to the garden. +9 Is John in the garden? yes 8 +10 Daniel journeyed to the garden. +11 John travelled to the office. +12 Is John in the office? yes 11 +13 Daniel moved to the hallway. +14 Mary moved to the office. +15 Is John in the office? yes 11 +1 Mary journeyed to the kitchen. +2 Mary grabbed the milk there. +3 Is Mary in the kitchen? yes 1 +4 Sandra journeyed to the garden. +5 Sandra journeyed to the bedroom. +6 Is Sandra in the bedroom? yes 5 +7 Mary put down the milk. +8 Mary got the milk there. +9 Is Sandra in the garden? no 5 +10 Mary went back to the bedroom. +11 Mary moved to the bathroom. +12 Is Mary in the kitchen? no 11 +13 Mary travelled to the garden. +14 John moved to the garden. +15 Is John in the garden? yes 14 +1 John journeyed to the garden. +2 Sandra went back to the kitchen. +3 Is John in the garden? yes 1 +4 Sandra journeyed to the bathroom. +5 Mary went to the bedroom. +6 Is Mary in the office? no 5 +7 Mary moved to the hallway. +8 John went back to the bathroom. +9 Is Mary in the hallway? yes 7 +10 Sandra moved to the kitchen. +11 Sandra went back to the hallway. +12 Is Mary in the hallway? yes 7 +13 Mary moved to the office. +14 Mary went to the bathroom. +15 Is Sandra in the hallway? yes 11 +1 Sandra moved to the bedroom. +2 John went to the kitchen. +3 Is Sandra in the bedroom? yes 1 +4 John took the milk there. +5 Daniel journeyed to the office. +6 Is John in the kitchen? yes 2 +7 Daniel went to the bedroom. +8 Mary journeyed to the hallway. +9 Is Daniel in the garden? no 7 +10 John discarded the milk. +11 Sandra travelled to the bathroom. +12 Is Daniel in the office? no 7 +13 Mary journeyed to the bathroom. +14 Sandra grabbed the football there. +15 Is Mary in the kitchen? no 13 +1 Daniel moved to the garden. +2 John went to the kitchen. +3 Is John in the kitchen? yes 2 +4 Mary went to the hallway. +5 Sandra got the milk there. +6 Is Mary in the bedroom? no 4 +7 Sandra left the milk there. +8 Sandra travelled to the hallway. +9 Is Mary in the bathroom? no 4 +10 Sandra journeyed to the bedroom. +11 John got the milk there. +12 Is Sandra in the garden? no 10 +13 John travelled to the hallway. +14 Daniel moved to the office. +15 Is John in the bathroom? no 13 +1 Mary moved to the hallway. +2 John went to the bedroom. +3 Is John in the hallway? no 2 +4 Daniel went to the garden. +5 Mary moved to the bedroom. +6 Is Mary in the kitchen? no 5 +7 Mary went back to the bathroom. +8 Mary travelled to the bedroom. +9 Is Mary in the bedroom? yes 8 +10 Daniel moved to the office. +11 Sandra got the milk there. +12 Is Daniel in the office? yes 10 +13 John journeyed to the hallway. +14 Mary journeyed to the office. +15 Is John in the garden? no 13 +1 Mary went to the office. +2 John picked up the football there. +3 Is Mary in the bedroom? no 1 +4 Sandra went back to the hallway. +5 Daniel got the milk there. +6 Is Sandra in the bathroom? no 4 +7 John journeyed to the kitchen. +8 Mary went to the bathroom. +9 Is Mary in the bathroom? yes 8 +10 Daniel discarded the milk. +11 Daniel moved to the office. +12 Is John in the bedroom? no 7 +13 Sandra travelled to the garden. +14 John went back to the garden. +15 Is Mary in the bedroom? no 8 +1 John went to the bathroom. +2 Sandra moved to the hallway. +3 Is Sandra in the garden? no 2 +4 Sandra took the milk there. +5 Mary journeyed to the garden. +6 Is Mary in the garden? yes 5 +7 Sandra dropped the milk. +8 Sandra went to the garden. +9 Is Mary in the garden? yes 5 +10 Sandra went back to the office. +11 Mary travelled to the bathroom. +12 Is Sandra in the office? yes 10 +13 Sandra travelled to the bedroom. +14 Mary went to the office. +15 Is Mary in the hallway? no 14 +1 Mary picked up the football there. +2 Sandra went to the hallway. +3 Is Sandra in the hallway? yes 2 +4 John journeyed to the office. +5 John journeyed to the hallway. +6 Is Sandra in the bedroom? no 2 +7 John went to the office. +8 Mary went to the kitchen. +9 Is Sandra in the hallway? yes 2 +10 Mary left the football. +11 Sandra journeyed to the office. +12 Is Mary in the bathroom? no 8 +13 Sandra travelled to the garden. +14 Mary went back to the bedroom. +15 Is Sandra in the kitchen? no 13 +1 John picked up the apple there. +2 Daniel picked up the milk there. +3 John dropped the apple. +4 Daniel dropped the milk. +5 Sandra journeyed to the garden. +6 Daniel grabbed the milk there. +7 Is Sandra in the kitchen? no 5 +8 Mary moved to the office. +9 Sandra travelled to the office. +10 Is Sandra in the hallway? no 9 +11 John picked up the apple there. +12 Sandra travelled to the garden. +13 Is Sandra in the garden? yes 12 +14 John discarded the apple. +15 Mary picked up the apple there. +16 Is Sandra in the garden? yes 12 +17 Mary put down the apple there. +18 John picked up the apple there. +19 Is Sandra in the office? no 12 +1 Sandra went to the office. +2 Daniel went to the garden. +3 Is Sandra in the garden? no 1 +4 Sandra moved to the bathroom. +5 Mary grabbed the apple there. +6 Is Daniel in the garden? yes 2 +7 Mary travelled to the garden. +8 Daniel picked up the milk there. +9 Is Sandra in the kitchen? no 4 +10 Sandra went to the bedroom. +11 Mary discarded the apple. +12 Is Sandra in the office? no 10 +13 Daniel travelled to the bedroom. +14 Mary went back to the kitchen. +15 Is Sandra in the bedroom? yes 10 +1 Daniel went back to the bathroom. +2 Mary moved to the hallway. +3 Is Daniel in the bathroom? yes 1 +4 John went to the office. +5 John went back to the bathroom. +6 Is Daniel in the garden? no 1 +7 Sandra journeyed to the garden. +8 Daniel went to the garden. +9 Is John in the bedroom? no 5 +10 Daniel journeyed to the kitchen. +11 Mary got the milk there. +12 Is Sandra in the bedroom? no 7 +13 Mary took the football there. +14 Sandra went back to the office. +15 Is Daniel in the office? no 10 +1 Sandra went to the garden. +2 John journeyed to the bathroom. +3 Is Sandra in the office? no 1 +4 Daniel went back to the office. +5 Mary picked up the apple there. +6 Is Daniel in the office? yes 4 +7 Daniel journeyed to the garden. +8 Sandra took the milk there. +9 Is John in the bathroom? yes 2 +10 Sandra picked up the football there. +11 John went to the garden. +12 Is John in the garden? yes 11 +13 Sandra put down the football. +14 Sandra discarded the milk there. +15 Is John in the garden? yes 11 +1 Daniel journeyed to the kitchen. +2 John went back to the garden. +3 Is John in the garden? yes 2 +4 Sandra moved to the bathroom. +5 Daniel journeyed to the garden. +6 Is Daniel in the bathroom? no 5 +7 Mary went back to the kitchen. +8 Sandra took the milk there. +9 Is Mary in the bathroom? no 7 +10 Sandra took the apple there. +11 Mary journeyed to the bathroom. +12 Is Daniel in the hallway? no 5 +13 Sandra left the apple. +14 Sandra took the apple there. +15 Is Mary in the garden? no 11 +1 Daniel got the milk there. +2 Daniel went back to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 Sandra journeyed to the bedroom. +5 John moved to the hallway. +6 Is John in the bathroom? no 5 +7 Daniel left the milk. +8 Mary journeyed to the hallway. +9 Is Mary in the office? no 8 +10 Sandra travelled to the kitchen. +11 Daniel went back to the office. +12 Is Daniel in the office? yes 11 +13 Mary journeyed to the garden. +14 Mary journeyed to the hallway. +15 Is Mary in the hallway? yes 14 +1 Mary went back to the bedroom. +2 Sandra travelled to the office. +3 Is Sandra in the office? yes 2 +4 Mary moved to the hallway. +5 Mary journeyed to the bathroom. +6 Is Mary in the office? no 5 +7 John went to the kitchen. +8 Daniel went back to the office. +9 Is Mary in the bathroom? yes 5 +10 John went back to the bedroom. +11 Mary went back to the kitchen. +12 Is Mary in the kitchen? yes 11 +13 Daniel went to the bathroom. +14 John journeyed to the kitchen. +15 Is John in the kitchen? yes 14 +1 Sandra travelled to the bathroom. +2 John journeyed to the garden. +3 Is John in the bathroom? no 2 +4 John journeyed to the hallway. +5 Daniel went to the office. +6 Is John in the hallway? yes 4 +7 Daniel took the apple there. +8 Daniel dropped the apple there. +9 Is John in the hallway? yes 4 +10 Sandra moved to the office. +11 Sandra grabbed the apple there. +12 Is Daniel in the bedroom? no 5 +13 Daniel went back to the bedroom. +14 John journeyed to the kitchen. +15 Is Daniel in the garden? no 13 +1 Sandra got the milk there. +2 Mary went to the bedroom. +3 Is Mary in the kitchen? no 2 +4 Sandra journeyed to the office. +5 Sandra discarded the milk there. +6 Is Sandra in the office? yes 4 +7 Mary went back to the garden. +8 Sandra took the apple there. +9 Is Mary in the bathroom? no 7 +10 Mary journeyed to the office. +11 Daniel went back to the office. +12 Is Daniel in the office? yes 11 +13 Daniel went to the garden. +14 Daniel travelled to the bathroom. +15 Is Mary in the hallway? no 10 +1 Mary moved to the kitchen. +2 Sandra got the apple there. +3 Is Mary in the bathroom? no 1 +4 Sandra left the apple. +5 Sandra went back to the bedroom. +6 Is Mary in the bedroom? no 1 +7 Daniel went to the garden. +8 John went to the bathroom. +9 Is Sandra in the bedroom? yes 5 +10 Mary travelled to the garden. +11 Sandra went to the kitchen. +12 Is John in the bathroom? yes 8 +13 John got the milk there. +14 John discarded the milk there. +15 Is Sandra in the kitchen? yes 11 +1 Sandra journeyed to the garden. +2 Sandra moved to the office. +3 Is Sandra in the office? yes 2 +4 Mary grabbed the milk there. +5 Daniel moved to the office. +6 Is Sandra in the office? yes 2 +7 Mary travelled to the garden. +8 Mary travelled to the office. +9 Is Sandra in the kitchen? no 2 +10 Mary put down the milk. +11 Mary travelled to the bedroom. +12 Is Mary in the office? no 11 +13 Mary travelled to the hallway. +14 John grabbed the football there. +15 Is Mary in the garden? no 13 +1 Mary moved to the bedroom. +2 Daniel got the football there. +3 Is Mary in the bedroom? yes 1 +4 Sandra went to the bedroom. +5 Daniel went back to the hallway. +6 Is Sandra in the bedroom? yes 4 +7 Mary moved to the garden. +8 Mary went to the bedroom. +9 Is Sandra in the bedroom? yes 4 +10 Daniel put down the football there. +11 Sandra moved to the hallway. +12 Is Daniel in the office? no 5 +13 Daniel went to the office. +14 Sandra went back to the bedroom. +15 Is Sandra in the bathroom? no 14 +1 Daniel grabbed the apple there. +2 Daniel travelled to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 Daniel grabbed the milk there. +5 Daniel dropped the milk. +6 Is Daniel in the bedroom? no 2 +7 Daniel grabbed the milk there. +8 Sandra picked up the football there. +9 Is Daniel in the garden? no 2 +10 John journeyed to the bathroom. +11 Daniel went to the hallway. +12 Is John in the office? no 10 +13 Sandra dropped the football. +14 Daniel put down the milk there. +15 Is Daniel in the hallway? yes 11 +1 Mary travelled to the office. +2 Daniel took the football there. +3 Is Mary in the office? yes 1 +4 Daniel discarded the football. +5 Sandra moved to the bathroom. +6 Is Sandra in the office? no 5 +7 John moved to the bedroom. +8 Mary picked up the milk there. +9 Is John in the kitchen? no 7 +10 John took the football there. +11 Sandra moved to the office. +12 Is Sandra in the office? yes 11 +13 Daniel travelled to the bathroom. +14 John left the football. +15 Is Daniel in the hallway? no 13 +1 Daniel grabbed the milk there. +2 Mary travelled to the kitchen. +3 Is Mary in the garden? no 2 +4 Daniel put down the milk. +5 Mary moved to the garden. +6 Is Mary in the kitchen? no 5 +7 Sandra journeyed to the bathroom. +8 John journeyed to the bedroom. +9 Is Mary in the garden? yes 5 +10 Mary moved to the kitchen. +11 John took the apple there. +12 Is Sandra in the office? no 7 +13 John left the apple there. +14 Daniel got the milk there. +15 Is Mary in the hallway? no 10 +1 Daniel moved to the office. +2 Daniel grabbed the apple there. +3 Is Daniel in the office? yes 1 +4 Sandra moved to the bedroom. +5 Daniel put down the apple. +6 Is Daniel in the hallway? no 1 +7 Daniel travelled to the garden. +8 Daniel travelled to the bedroom. +9 Is Daniel in the bedroom? yes 8 +10 Mary moved to the hallway. +11 Mary went to the garden. +12 Is Daniel in the kitchen? no 8 +13 Mary moved to the office. +14 John journeyed to the bathroom. +15 Is Mary in the office? yes 13 +1 Sandra went back to the bedroom. +2 John went to the hallway. +3 Is Sandra in the office? no 1 +4 Mary journeyed to the bathroom. +5 Daniel moved to the kitchen. +6 Is Mary in the garden? no 4 +7 Daniel went to the bedroom. +8 Sandra moved to the bathroom. +9 Is Daniel in the bathroom? no 7 +10 Sandra got the football there. +11 John moved to the office. +12 Is Daniel in the garden? no 7 +13 John got the apple there. +14 Sandra left the football. +15 Is Sandra in the office? no 8 +1 John picked up the milk there. +2 Sandra went to the hallway. +3 Is Sandra in the kitchen? no 2 +4 Mary went to the office. +5 Mary journeyed to the hallway. +6 Is Mary in the hallway? yes 5 +7 Daniel went back to the hallway. +8 Sandra went back to the bedroom. +9 Is Sandra in the bedroom? yes 8 +10 Sandra went to the garden. +11 John went back to the garden. +12 Is Sandra in the bedroom? no 10 +13 John moved to the kitchen. +14 Sandra went back to the hallway. +15 Is Sandra in the hallway? yes 14 +1 Sandra went back to the office. +2 Mary journeyed to the bathroom. +3 Is Sandra in the bedroom? no 1 +4 Daniel grabbed the apple there. +5 Daniel discarded the apple. +6 Is Mary in the garden? no 2 +7 John moved to the bedroom. +8 Mary went back to the bedroom. +9 Is Mary in the bedroom? yes 8 +10 Sandra journeyed to the bedroom. +11 Sandra went back to the office. +12 Is Mary in the bedroom? yes 8 +13 John grabbed the football there. +14 Sandra moved to the bedroom. +15 Is Mary in the bedroom? yes 8 +1 Sandra moved to the hallway. +2 Sandra went back to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Daniel journeyed to the kitchen. +5 John journeyed to the office. +6 Is John in the bathroom? no 5 +7 Sandra went to the garden. +8 Mary picked up the milk there. +9 Is Daniel in the kitchen? yes 4 +10 Mary left the milk there. +11 Mary took the milk there. +12 Is John in the office? yes 5 +13 Sandra went back to the kitchen. +14 Mary put down the milk. +15 Is Sandra in the kitchen? yes 13 +1 Sandra grabbed the football there. +2 Mary went back to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 Mary journeyed to the hallway. +5 Sandra left the football. +6 Is Mary in the hallway? yes 4 +7 Sandra took the football there. +8 Sandra got the milk there. +9 Is Mary in the hallway? yes 4 +10 Sandra discarded the football there. +11 Mary took the apple there. +12 Sandra took the football there. +13 John journeyed to the garden. +14 Is John in the office? no 13 +15 Mary journeyed to the garden. +16 Sandra dropped the football. +17 Is Mary in the hallway? no 15 +1 Sandra grabbed the milk there. +2 Daniel moved to the hallway. +3 Is Daniel in the hallway? yes 2 +4 Daniel picked up the apple there. +5 Daniel left the apple. +6 Is Daniel in the garden? no 2 +7 Mary journeyed to the kitchen. +8 Daniel got the apple there. +9 Is Daniel in the hallway? yes 2 +10 Daniel travelled to the office. +11 Daniel dropped the apple. +12 Is Mary in the garden? no 7 +13 Daniel grabbed the apple there. +14 Mary went to the hallway. +15 Is Mary in the hallway? yes 14 +1 Sandra moved to the bedroom. +2 Sandra went back to the hallway. +3 Is Sandra in the hallway? yes 2 +4 Daniel grabbed the football there. +5 Sandra moved to the garden. +6 Is Sandra in the bathroom? no 5 +7 Mary went back to the garden. +8 Daniel discarded the football there. +9 Is Sandra in the office? no 5 +10 Sandra went to the bathroom. +11 Daniel picked up the football there. +12 Is Mary in the garden? yes 7 +13 Sandra journeyed to the office. +14 Daniel went to the bathroom. +15 Is Sandra in the office? yes 13 +1 Sandra journeyed to the bathroom. +2 John grabbed the football there. +3 Is Sandra in the garden? no 1 +4 John dropped the football. +5 Mary journeyed to the garden. +6 Is Sandra in the hallway? no 1 +7 John grabbed the football there. +8 Sandra travelled to the office. +9 Is Sandra in the bedroom? no 8 +10 Daniel travelled to the bathroom. +11 John journeyed to the bedroom. +12 Is Daniel in the bedroom? no 10 +13 Sandra grabbed the apple there. +14 John left the football. +15 Is John in the bedroom? yes 11 +1 John moved to the garden. +2 Sandra journeyed to the hallway. +3 Is John in the office? no 1 +4 Sandra went back to the bathroom. +5 John went to the kitchen. +6 Is John in the kitchen? yes 5 +7 Daniel took the milk there. +8 John grabbed the football there. +9 Is Sandra in the hallway? no 4 +10 Mary journeyed to the bedroom. +11 John put down the football. +12 Is Mary in the office? no 10 +13 Sandra journeyed to the bedroom. +14 John travelled to the bedroom. +15 Is Sandra in the bedroom? yes 13 +1 John moved to the office. +2 Mary grabbed the football there. +3 Is John in the office? yes 1 +4 John got the milk there. +5 John discarded the milk. +6 Is John in the garden? no 1 +7 John took the milk there. +8 Mary dropped the football. +9 Mary grabbed the football there. +10 Daniel went to the hallway. +11 Is Daniel in the hallway? yes 10 +12 Sandra went back to the kitchen. +13 John picked up the apple there. +14 Is Sandra in the hallway? no 12 +15 John dropped the apple. +16 John travelled to the bathroom. +17 Is Sandra in the kitchen? yes 12 +1 Mary took the milk there. +2 Mary went to the kitchen. +3 Is Mary in the kitchen? yes 2 +4 Mary went back to the office. +5 Mary went back to the bedroom. +6 Is Mary in the hallway? no 5 +7 John travelled to the garden. +8 Mary journeyed to the kitchen. +9 Is John in the garden? yes 7 +10 Sandra went to the office. +11 Daniel went to the office. +12 Is Sandra in the bathroom? no 10 +13 Mary dropped the milk there. +14 Daniel went back to the hallway. +15 Is Mary in the garden? no 8 +1 Sandra went back to the office. +2 Daniel journeyed to the kitchen. +3 Is Sandra in the office? yes 1 +4 Sandra moved to the bedroom. +5 Daniel moved to the office. +6 Is Sandra in the hallway? no 4 +7 Sandra journeyed to the office. +8 Sandra journeyed to the kitchen. +9 Is Sandra in the bathroom? no 8 +10 John journeyed to the hallway. +11 John picked up the milk there. +12 Is Sandra in the kitchen? yes 8 +13 John grabbed the apple there. +14 Mary got the football there. +15 Is Sandra in the office? no 8 +1 John went to the office. +2 Daniel moved to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 Mary moved to the bathroom. +5 Daniel travelled to the garden. +6 Is John in the office? yes 1 +7 Daniel went back to the hallway. +8 Sandra went back to the garden. +9 Is Daniel in the hallway? yes 7 +10 Daniel picked up the football there. +11 Mary went back to the garden. +12 Is Mary in the garden? yes 11 +13 Daniel journeyed to the bathroom. +14 Sandra went back to the bathroom. +15 Is Sandra in the hallway? no 14 +1 Sandra moved to the kitchen. +2 Sandra travelled to the office. +3 Is Sandra in the bathroom? no 2 +4 Mary went to the kitchen. +5 John moved to the office. +6 Is John in the garden? no 5 +7 Mary went back to the garden. +8 Mary went to the office. +9 Is Mary in the bedroom? no 8 +10 Mary went back to the hallway. +11 Daniel went back to the bedroom. +12 Is Mary in the garden? no 10 +13 John moved to the kitchen. +14 John went back to the garden. +15 Is Mary in the hallway? yes 10 +1 Sandra journeyed to the garden. +2 Daniel went to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Daniel journeyed to the office. +5 John moved to the bathroom. +6 Is Sandra in the bathroom? no 1 +7 Daniel took the football there. +8 Sandra went back to the hallway. +9 Is Sandra in the bedroom? no 8 +10 John went back to the kitchen. +11 Sandra went to the bedroom. +12 Is John in the kitchen? yes 10 +13 Sandra went to the kitchen. +14 Sandra took the apple there. +15 Is Sandra in the hallway? no 13 +1 Sandra travelled to the hallway. +2 Daniel got the milk there. +3 Is Sandra in the kitchen? no 1 +4 John journeyed to the hallway. +5 John journeyed to the garden. +6 Is Sandra in the hallway? yes 1 +7 Daniel moved to the hallway. +8 Sandra journeyed to the garden. +9 Is Sandra in the garden? yes 8 +10 Sandra journeyed to the office. +11 Daniel dropped the milk. +12 Is Sandra in the bathroom? no 10 +13 Daniel went back to the bedroom. +14 John went back to the kitchen. +15 Is Daniel in the kitchen? no 13 +1 John moved to the garden. +2 Mary went to the office. +3 Is Mary in the office? yes 2 +4 Mary moved to the garden. +5 Sandra moved to the kitchen. +6 Is Mary in the garden? yes 4 +7 Sandra took the apple there. +8 Sandra journeyed to the bedroom. +9 Is Mary in the garden? yes 4 +10 Daniel moved to the hallway. +11 Sandra left the apple there. +12 Is Sandra in the bedroom? yes 8 +13 Daniel went to the office. +14 Mary went back to the kitchen. +15 Is Daniel in the garden? no 13 +1 Sandra went to the office. +2 Daniel picked up the football there. +3 Is Sandra in the kitchen? no 1 +4 Mary grabbed the milk there. +5 Daniel dropped the football. +6 Is Sandra in the office? yes 1 +7 Daniel got the football there. +8 John went to the kitchen. +9 Is John in the bedroom? no 8 +10 John journeyed to the bedroom. +11 Daniel moved to the hallway. +12 Is John in the bedroom? yes 10 +13 John travelled to the office. +14 Sandra went back to the hallway. +15 Is John in the bathroom? no 13 +1 Mary went to the garden. +2 John moved to the office. +3 Is John in the office? yes 2 +4 Sandra picked up the football there. +5 John travelled to the bedroom. +6 Is John in the bedroom? yes 5 +7 John travelled to the hallway. +8 Daniel journeyed to the bedroom. +9 Is John in the hallway? yes 7 +10 John moved to the bathroom. +11 Sandra moved to the bedroom. +12 Is Sandra in the bedroom? yes 11 +13 Daniel journeyed to the hallway. +14 Sandra went back to the hallway. +15 Is John in the office? no 10 +1 Mary picked up the milk there. +2 John took the apple there. +3 Mary left the milk there. +4 Sandra journeyed to the garden. +5 Is Sandra in the bathroom? no 4 +6 Daniel went back to the kitchen. +7 Sandra moved to the bathroom. +8 Is Sandra in the garden? no 7 +9 Mary journeyed to the office. +10 Daniel journeyed to the bathroom. +11 Is Daniel in the office? no 10 +12 Daniel journeyed to the bedroom. +13 John dropped the apple. +14 Is Daniel in the kitchen? no 12 +15 Daniel moved to the garden. +16 Daniel grabbed the football there. +17 Is Daniel in the kitchen? no 15 +1 Daniel travelled to the kitchen. +2 Sandra went to the bedroom. +3 Is Daniel in the garden? no 1 +4 John travelled to the garden. +5 Sandra grabbed the apple there. +6 Is Daniel in the kitchen? yes 1 +7 Daniel journeyed to the office. +8 Sandra journeyed to the office. +9 Is Daniel in the office? yes 7 +10 John went to the bathroom. +11 Daniel went to the hallway. +12 Is Daniel in the bedroom? no 11 +13 Mary went back to the kitchen. +14 John journeyed to the hallway. +15 Is John in the office? no 14 +1 Sandra picked up the milk there. +2 Mary grabbed the football there. +3 Daniel moved to the garden. +4 Mary went to the office. +5 Is Daniel in the office? no 3 +6 John travelled to the garden. +7 Mary discarded the football. +8 Is Daniel in the garden? yes 3 +9 Sandra went back to the bedroom. +10 Sandra left the milk. +11 Is Sandra in the bedroom? yes 9 +12 Mary grabbed the football there. +13 Mary journeyed to the hallway. +14 Is Mary in the hallway? yes 13 +15 Sandra went back to the office. +16 Mary went back to the kitchen. +17 Is Mary in the kitchen? yes 16 +1 Daniel moved to the hallway. +2 John grabbed the apple there. +3 Is Daniel in the hallway? yes 1 +4 Sandra went to the office. +5 John went to the office. +6 Is Daniel in the kitchen? no 1 +7 Sandra travelled to the garden. +8 Sandra travelled to the office. +9 Is Sandra in the office? yes 8 +10 Sandra grabbed the milk there. +11 Mary journeyed to the bathroom. +12 Is John in the bathroom? no 5 +13 John dropped the apple. +14 Daniel moved to the bedroom. +15 Is Daniel in the bedroom? yes 14 +1 John got the milk there. +2 Daniel travelled to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 John journeyed to the kitchen. +5 John left the milk. +6 Is Daniel in the kitchen? yes 2 +7 John journeyed to the hallway. +8 Daniel got the milk there. +9 Is John in the hallway? yes 7 +10 Mary went to the kitchen. +11 Daniel moved to the bedroom. +12 Is Daniel in the hallway? no 11 +13 John went to the bathroom. +14 John travelled to the kitchen. +15 Is Mary in the kitchen? yes 10 +1 Mary went back to the kitchen. +2 John went back to the bedroom. +3 Is John in the bathroom? no 2 +4 Mary picked up the apple there. +5 Mary discarded the apple. +6 Is Mary in the bathroom? no 1 +7 Mary got the apple there. +8 Daniel travelled to the office. +9 Is John in the bedroom? yes 2 +10 John moved to the bathroom. +11 Daniel picked up the football there. +12 Is Daniel in the garden? no 8 +13 Mary moved to the bedroom. +14 Mary left the apple. +15 Is Mary in the kitchen? no 13 +1 Daniel travelled to the hallway. +2 Sandra grabbed the apple there. +3 Is Daniel in the office? no 1 +4 Mary journeyed to the garden. +5 Sandra travelled to the garden. +6 Is Sandra in the bathroom? no 5 +7 Sandra went to the bathroom. +8 Daniel journeyed to the kitchen. +9 Is Sandra in the bathroom? yes 7 +10 Sandra discarded the apple there. +11 John picked up the apple there. +12 Is Daniel in the kitchen? yes 8 +13 John moved to the bedroom. +14 Daniel grabbed the football there. +15 Is Daniel in the kitchen? yes 8 +1 Daniel journeyed to the bathroom. +2 Sandra moved to the bedroom. +3 Is Daniel in the bathroom? yes 1 +4 Daniel moved to the bedroom. +5 Sandra went back to the kitchen. +6 Is Sandra in the bedroom? no 5 +7 Daniel journeyed to the garden. +8 John went back to the office. +9 Is Daniel in the hallway? no 7 +10 Mary travelled to the bedroom. +11 Daniel journeyed to the office. +12 Is Daniel in the garden? no 11 +13 Daniel went to the kitchen. +14 Sandra picked up the football there. +15 Is Mary in the bedroom? yes 10 +1 Daniel went back to the kitchen. +2 Daniel travelled to the bathroom. +3 Is Daniel in the bedroom? no 2 +4 Daniel journeyed to the kitchen. +5 Mary went back to the bedroom. +6 Is Mary in the bedroom? yes 5 +7 Mary moved to the hallway. +8 Daniel went to the garden. +9 Is Mary in the hallway? yes 7 +10 Sandra travelled to the office. +11 Sandra travelled to the hallway. +12 Is Mary in the bathroom? no 7 +13 Daniel went back to the bedroom. +14 Daniel went to the kitchen. +15 Is Daniel in the kitchen? yes 14 +1 Mary took the apple there. +2 Daniel travelled to the office. +3 Is Daniel in the office? yes 2 +4 Mary went to the garden. +5 Mary went to the hallway. +6 Is Mary in the hallway? yes 5 +7 Sandra went back to the office. +8 Sandra picked up the milk there. +9 Is Mary in the kitchen? no 5 +10 Mary put down the apple. +11 John went to the hallway. +12 Is Sandra in the kitchen? no 7 +13 John went to the kitchen. +14 John moved to the garden. +15 Is John in the bedroom? no 14 +1 John journeyed to the garden. +2 John went to the kitchen. +3 Is John in the office? no 2 +4 Mary travelled to the hallway. +5 John got the milk there. +6 Is John in the garden? no 2 +7 Mary moved to the garden. +8 Sandra went to the bedroom. +9 Is Mary in the garden? yes 7 +10 Daniel travelled to the bathroom. +11 John travelled to the garden. +12 Is Mary in the kitchen? no 7 +13 Daniel travelled to the garden. +14 Mary went to the bathroom. +15 Is Sandra in the bedroom? yes 8 +1 John moved to the kitchen. +2 Mary picked up the milk there. +3 Is John in the bathroom? no 1 +4 Daniel journeyed to the bathroom. +5 Mary discarded the milk. +6 Is Daniel in the bathroom? yes 4 +7 Sandra went back to the bedroom. +8 Daniel journeyed to the office. +9 Is Sandra in the kitchen? no 7 +10 Mary took the milk there. +11 John went back to the garden. +12 Is Sandra in the bedroom? yes 7 +13 Daniel travelled to the hallway. +14 Sandra went to the hallway. +15 Is Daniel in the kitchen? no 13 +1 Mary travelled to the kitchen. +2 Mary went to the bathroom. +3 Is Mary in the kitchen? no 2 +4 John journeyed to the kitchen. +5 John travelled to the bedroom. +6 Is John in the hallway? no 5 +7 Daniel moved to the bedroom. +8 Mary travelled to the office. +9 Is John in the bedroom? yes 5 +10 Daniel travelled to the kitchen. +11 Sandra travelled to the office. +12 Is Sandra in the office? yes 11 +13 John journeyed to the kitchen. +14 Sandra grabbed the milk there. +15 Is Sandra in the bedroom? no 11 +1 John took the milk there. +2 Mary travelled to the kitchen. +3 Is Mary in the hallway? no 2 +4 John discarded the milk. +5 John went to the kitchen. +6 Is John in the kitchen? yes 5 +7 Daniel took the football there. +8 Sandra moved to the bedroom. +9 Is Mary in the hallway? no 2 +10 Daniel put down the football. +11 Sandra travelled to the office. +12 Is John in the kitchen? yes 5 +13 John went to the garden. +14 Daniel went to the office. +15 Is Daniel in the hallway? no 14 +1 Mary grabbed the apple there. +2 Mary left the apple. +3 John journeyed to the kitchen. +4 Daniel went to the garden. +5 Is Daniel in the office? no 4 +6 John journeyed to the hallway. +7 Sandra picked up the milk there. +8 Is John in the hallway? yes 6 +9 Mary moved to the hallway. +10 John journeyed to the bedroom. +11 Is John in the bedroom? yes 10 +12 John travelled to the hallway. +13 Daniel went to the bathroom. +14 Is Daniel in the bathroom? yes 13 +15 John moved to the bedroom. +16 Sandra went back to the bathroom. +17 Is John in the bedroom? yes 15 +1 Sandra picked up the football there. +2 Sandra took the milk there. +3 John went back to the hallway. +4 John journeyed to the bedroom. +5 Is John in the bedroom? yes 4 +6 Sandra travelled to the kitchen. +7 Sandra went back to the office. +8 Is Sandra in the office? yes 7 +9 Daniel went to the hallway. +10 Daniel picked up the apple there. +11 Is Sandra in the bathroom? no 7 +12 Sandra travelled to the kitchen. +13 Sandra journeyed to the bedroom. +14 Is Daniel in the hallway? yes 9 +15 Sandra dropped the milk. +16 Mary went back to the bedroom. +17 Is Sandra in the garden? no 13 +1 Daniel went back to the bathroom. +2 Daniel travelled to the hallway. +3 Is Daniel in the bedroom? no 2 +4 Sandra journeyed to the bathroom. +5 Daniel went back to the office. +6 Is Daniel in the office? yes 5 +7 Sandra went back to the hallway. +8 John travelled to the hallway. +9 Is Sandra in the bedroom? no 7 +10 Daniel grabbed the football there. +11 Mary journeyed to the hallway. +12 Is Daniel in the bathroom? no 5 +13 Sandra travelled to the bedroom. +14 Mary went back to the office. +15 Is John in the office? no 8 +1 John journeyed to the garden. +2 Daniel went back to the garden. +3 Is John in the garden? yes 1 +4 John got the apple there. +5 John dropped the apple. +6 Is Daniel in the garden? yes 2 +7 Daniel grabbed the milk there. +8 Daniel journeyed to the hallway. +9 Is Daniel in the hallway? yes 8 +10 John took the apple there. +11 Daniel discarded the milk. +12 Is Daniel in the hallway? yes 8 +13 Mary travelled to the bedroom. +14 Mary took the football there. +15 Is Mary in the bedroom? yes 13 +1 Mary travelled to the kitchen. +2 Daniel picked up the apple there. +3 Is Mary in the garden? no 1 +4 Daniel put down the apple. +5 Sandra went back to the bedroom. +6 Is Sandra in the kitchen? no 5 +7 Daniel got the apple there. +8 Mary went back to the office. +9 Is Mary in the bedroom? no 8 +10 John travelled to the office. +11 Sandra went to the hallway. +12 Is John in the garden? no 10 +13 Sandra grabbed the football there. +14 Daniel discarded the apple. +15 Is Sandra in the office? no 11 +1 Daniel grabbed the milk there. +2 Sandra moved to the bedroom. +3 Is Sandra in the garden? no 2 +4 Daniel left the milk. +5 John took the milk there. +6 Is Sandra in the kitchen? no 2 +7 Mary went back to the garden. +8 Mary went back to the bathroom. +9 Is Sandra in the bedroom? yes 2 +10 Sandra travelled to the kitchen. +11 Sandra got the football there. +12 Is Sandra in the office? no 10 +13 Sandra left the football. +14 Sandra moved to the hallway. +15 Is Mary in the kitchen? no 8 +1 Sandra went back to the hallway. +2 Daniel went back to the bedroom. +3 Is Sandra in the kitchen? no 1 +4 Sandra travelled to the bedroom. +5 Sandra went to the garden. +6 Is Sandra in the kitchen? no 5 +7 Daniel moved to the garden. +8 John grabbed the apple there. +9 Is Daniel in the hallway? no 7 +10 Mary went to the office. +11 John left the apple. +12 Is Sandra in the garden? yes 5 +13 Sandra went back to the bathroom. +14 Daniel picked up the apple there. +15 Is Mary in the office? yes 10 +1 Daniel journeyed to the hallway. +2 John moved to the office. +3 Is Daniel in the office? no 1 +4 John picked up the milk there. +5 John left the milk. +6 Is John in the office? yes 2 +7 Sandra journeyed to the bathroom. +8 Sandra went to the hallway. +9 Is John in the bathroom? no 2 +10 Daniel journeyed to the kitchen. +11 Sandra went to the office. +12 Is Sandra in the bathroom? no 11 +13 Daniel moved to the garden. +14 Daniel moved to the office. +15 Is Daniel in the office? yes 14 +1 Mary journeyed to the bedroom. +2 Daniel moved to the kitchen. +3 Is Mary in the bedroom? yes 1 +4 Sandra went to the kitchen. +5 Mary grabbed the football there. +6 Is Mary in the bedroom? yes 1 +7 Sandra went back to the hallway. +8 Sandra moved to the office. +9 Is Sandra in the kitchen? no 8 +10 Mary went back to the garden. +11 John moved to the office. +12 Is Sandra in the office? yes 8 +13 Mary went to the bedroom. +14 Mary went to the hallway. +15 Is Sandra in the office? yes 8 +1 Mary grabbed the apple there. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the bathroom? no 2 +4 Sandra moved to the office. +5 Sandra moved to the bedroom. +6 Is Daniel in the bathroom? no 2 +7 John travelled to the hallway. +8 Mary journeyed to the bathroom. +9 Is Sandra in the bathroom? no 5 +10 Mary put down the apple. +11 Sandra travelled to the kitchen. +12 Is John in the bathroom? no 7 +13 Mary went to the office. +14 Sandra went back to the garden. +15 Is Mary in the office? yes 13 +1 John moved to the hallway. +2 Sandra got the milk there. +3 Is John in the hallway? yes 1 +4 Sandra dropped the milk there. +5 John journeyed to the bathroom. +6 Is John in the office? no 5 +7 John took the milk there. +8 Daniel went back to the bathroom. +9 Is John in the kitchen? no 5 +10 Mary went back to the bathroom. +11 Sandra went to the hallway. +12 Is John in the bathroom? yes 5 +13 John dropped the milk. +14 Mary travelled to the hallway. +15 Is Sandra in the office? no 11 +1 Mary went back to the kitchen. +2 John took the milk there. +3 Is Mary in the kitchen? yes 1 +4 John went to the garden. +5 Mary went to the garden. +6 Is Mary in the hallway? no 5 +7 Sandra went back to the garden. +8 Mary got the football there. +9 Is John in the kitchen? no 4 +10 Daniel journeyed to the garden. +11 John moved to the hallway. +12 Is John in the hallway? yes 11 +13 Mary went back to the bedroom. +14 Daniel went to the hallway. +15 Is Daniel in the kitchen? no 14 +1 Sandra moved to the hallway. +2 Daniel moved to the bedroom. +3 Is Daniel in the hallway? no 2 +4 Sandra journeyed to the kitchen. +5 Sandra went to the office. +6 Is Daniel in the bedroom? yes 2 +7 John journeyed to the bathroom. +8 Daniel went back to the bathroom. +9 Is Daniel in the office? no 8 +10 Mary went back to the hallway. +11 Sandra travelled to the bathroom. +12 Is Mary in the bathroom? no 10 +13 Sandra went to the kitchen. +14 Mary went back to the kitchen. +15 Is Mary in the garden? no 14 +1 Sandra went back to the bedroom. +2 Mary travelled to the office. +3 Is Sandra in the bedroom? yes 1 +4 Sandra got the apple there. +5 Sandra travelled to the bathroom. +6 Is Sandra in the bathroom? yes 5 +7 Sandra grabbed the milk there. +8 Sandra put down the milk. +9 Is Sandra in the bathroom? yes 5 +10 Sandra grabbed the milk there. +11 Sandra put down the milk. +12 Is Sandra in the bathroom? yes 5 +13 Sandra put down the apple. +14 Sandra picked up the apple there. +15 Sandra took the milk there. +16 Mary went back to the bathroom. +17 Is Mary in the hallway? no 16 +1 Daniel grabbed the football there. +2 Daniel discarded the football. +3 John journeyed to the office. +4 Sandra journeyed to the hallway. +5 Is John in the office? yes 3 +6 Daniel went back to the bathroom. +7 John journeyed to the kitchen. +8 Is John in the kitchen? yes 7 +9 Sandra journeyed to the office. +10 Mary travelled to the garden. +11 Is Sandra in the office? yes 9 +12 Mary moved to the kitchen. +13 John journeyed to the bathroom. +14 Is John in the hallway? no 13 +15 Mary moved to the garden. +16 Mary went back to the bedroom. +17 Is Mary in the kitchen? no 16 +1 Daniel went to the garden. +2 John took the apple there. +3 Is Daniel in the bathroom? no 1 +4 Sandra travelled to the garden. +5 John discarded the apple. +6 Is Sandra in the garden? yes 4 +7 Daniel moved to the office. +8 John picked up the apple there. +9 Is Sandra in the garden? yes 4 +10 Sandra moved to the hallway. +11 John put down the apple there. +12 Is Sandra in the office? no 10 +13 John got the apple there. +14 Mary went back to the office. +15 Is Sandra in the kitchen? no 10 +1 John journeyed to the hallway. +2 Daniel travelled to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 Sandra went back to the bedroom. +5 John moved to the kitchen. +6 Is Daniel in the bathroom? yes 2 +7 Daniel travelled to the kitchen. +8 Daniel travelled to the hallway. +9 Is Sandra in the hallway? no 4 +10 Sandra went to the kitchen. +11 Daniel moved to the garden. +12 Is Daniel in the garden? yes 11 +13 Daniel journeyed to the office. +14 Mary travelled to the kitchen. +15 Is Daniel in the bathroom? no 13 +1 Mary went back to the bedroom. +2 John took the apple there. +3 Is Mary in the hallway? no 1 +4 Daniel went to the kitchen. +5 Mary travelled to the garden. +6 Is Mary in the garden? yes 5 +7 Sandra moved to the bathroom. +8 Daniel took the football there. +9 Is Daniel in the kitchen? yes 4 +10 John journeyed to the bedroom. +11 Daniel put down the football. +12 Is John in the kitchen? no 10 +13 John dropped the apple there. +14 Sandra went back to the kitchen. +15 Is John in the bedroom? yes 10 +1 John moved to the bedroom. +2 Mary moved to the bedroom. +3 Is Mary in the bedroom? yes 2 +4 Mary went back to the hallway. +5 Daniel travelled to the garden. +6 Is Daniel in the garden? yes 5 +7 Mary went to the garden. +8 John took the football there. +9 Is Mary in the hallway? no 7 +10 Daniel travelled to the bedroom. +11 John picked up the apple there. +12 Is Daniel in the bedroom? yes 10 +13 Daniel went back to the kitchen. +14 Daniel travelled to the bathroom. +15 Is Daniel in the bathroom? yes 14 +1 Sandra got the football there. +2 Sandra put down the football there. +3 Sandra journeyed to the hallway. +4 Mary moved to the hallway. +5 Is Mary in the kitchen? no 4 +6 Sandra moved to the kitchen. +7 Sandra travelled to the hallway. +8 Is Sandra in the hallway? yes 7 +9 Sandra picked up the apple there. +10 Sandra dropped the apple there. +11 Is Mary in the hallway? yes 4 +12 Daniel journeyed to the kitchen. +13 Mary journeyed to the garden. +14 Is Mary in the office? no 13 +15 Mary got the football there. +16 Mary discarded the football. +17 Is Mary in the garden? yes 13 +1 John journeyed to the bathroom. +2 Daniel journeyed to the hallway. +3 Is Daniel in the bathroom? no 2 +4 Daniel got the milk there. +5 Daniel discarded the milk. +6 Is John in the office? no 1 +7 Sandra travelled to the kitchen. +8 Sandra moved to the bathroom. +9 Is Daniel in the hallway? yes 2 +10 Daniel travelled to the bedroom. +11 Mary went back to the office. +12 Is Sandra in the garden? no 8 +13 Mary went back to the bathroom. +14 John moved to the kitchen. +15 Is Daniel in the office? no 10 +1 Mary picked up the apple there. +2 John journeyed to the bedroom. +3 Is John in the bedroom? yes 2 +4 John journeyed to the kitchen. +5 Mary journeyed to the office. +6 Is Mary in the office? yes 5 +7 Daniel went back to the garden. +8 John journeyed to the office. +9 Is John in the garden? no 8 +10 Mary left the apple there. +11 Sandra got the apple there. +12 Is Mary in the office? yes 5 +13 Daniel grabbed the milk there. +14 John moved to the garden. +15 Is John in the garden? yes 14 +1 Mary travelled to the garden. +2 John got the milk there. +3 Is Mary in the office? no 1 +4 John put down the milk there. +5 John picked up the milk there. +6 Is Mary in the kitchen? no 1 +7 John went to the garden. +8 Sandra travelled to the bathroom. +9 Is Sandra in the bathroom? yes 8 +10 Sandra went back to the hallway. +11 Daniel moved to the office. +12 Is Sandra in the office? no 10 +13 Sandra travelled to the office. +14 John travelled to the bedroom. +15 Is John in the bedroom? yes 14 +1 Mary moved to the garden. +2 Mary moved to the hallway. +3 Is Mary in the office? no 2 +4 Daniel went to the kitchen. +5 Daniel went back to the bedroom. +6 Is Mary in the hallway? yes 2 +7 John travelled to the bedroom. +8 John travelled to the bathroom. +9 Is Mary in the bathroom? no 2 +10 Mary grabbed the milk there. +11 Daniel journeyed to the bathroom. +12 Is John in the bathroom? yes 8 +13 Mary discarded the milk. +14 John moved to the garden. +15 Is John in the garden? yes 14 +1 Mary moved to the kitchen. +2 Mary travelled to the office. +3 Is Mary in the hallway? no 2 +4 Mary journeyed to the kitchen. +5 Daniel moved to the kitchen. +6 Is Mary in the office? no 4 +7 Sandra picked up the football there. +8 Sandra journeyed to the bedroom. +9 Is Daniel in the garden? no 5 +10 Sandra discarded the football. +11 Sandra got the football there. +12 Is Sandra in the bedroom? yes 8 +13 Daniel moved to the garden. +14 John picked up the milk there. +15 Is Daniel in the bedroom? no 13 +1 Mary went to the garden. +2 Sandra travelled to the garden. +3 Is Sandra in the garden? yes 2 +4 Daniel grabbed the apple there. +5 Mary moved to the bedroom. +6 Is Mary in the bedroom? yes 5 +7 Daniel picked up the milk there. +8 John journeyed to the bathroom. +9 Is Sandra in the kitchen? no 2 +10 Mary moved to the hallway. +11 Daniel journeyed to the bathroom. +12 Is John in the hallway? no 8 +13 John journeyed to the bedroom. +14 John journeyed to the kitchen. +15 Is John in the office? no 14 +1 Sandra took the milk there. +2 John got the apple there. +3 Sandra dropped the milk. +4 John went to the garden. +5 Is John in the hallway? no 4 +6 John put down the apple there. +7 John grabbed the apple there. +8 Is John in the garden? yes 4 +9 Daniel went to the office. +10 Sandra journeyed to the office. +11 Is John in the bedroom? no 4 +12 Daniel got the football there. +13 Mary journeyed to the garden. +14 Is Daniel in the garden? no 9 +15 John travelled to the hallway. +16 Daniel discarded the football. +17 Is Mary in the garden? yes 13 +1 Mary picked up the milk there. +2 Sandra journeyed to the garden. +3 Is Sandra in the office? no 2 +4 Daniel journeyed to the garden. +5 John travelled to the kitchen. +6 Is Sandra in the office? no 2 +7 Mary went back to the office. +8 Sandra moved to the office. +9 Is Daniel in the hallway? no 4 +10 Daniel went to the bedroom. +11 Sandra journeyed to the garden. +12 Is John in the bathroom? no 5 +13 Mary dropped the milk. +14 Daniel journeyed to the garden. +15 Is Daniel in the office? no 14 +1 Sandra journeyed to the garden. +2 Daniel picked up the milk there. +3 Is Sandra in the office? no 1 +4 John moved to the kitchen. +5 Daniel put down the milk there. +6 Is Sandra in the garden? yes 1 +7 Daniel got the milk there. +8 Mary journeyed to the garden. +9 Is John in the kitchen? yes 4 +10 Mary went back to the bathroom. +11 John went to the bedroom. +12 Is John in the bedroom? yes 11 +13 Daniel put down the milk. +14 Daniel got the milk there. +15 Is Mary in the bathroom? yes 10 +1 Sandra got the milk there. +2 Sandra went back to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Sandra moved to the garden. +5 John went back to the bathroom. +6 Is Sandra in the kitchen? no 4 +7 Daniel went to the bathroom. +8 Sandra discarded the milk. +9 Is Sandra in the garden? yes 4 +10 Sandra moved to the hallway. +11 John moved to the garden. +12 Is John in the garden? yes 11 +13 John got the milk there. +14 Sandra went back to the bedroom. +15 Is Sandra in the office? no 14 +1 Sandra grabbed the apple there. +2 John travelled to the bedroom. +3 Is John in the bedroom? yes 2 +4 Sandra travelled to the garden. +5 Mary went back to the garden. +6 Is John in the bathroom? no 2 +7 Sandra journeyed to the bedroom. +8 Sandra travelled to the garden. +9 Is Mary in the garden? yes 5 +10 John went back to the bathroom. +11 Sandra discarded the apple. +12 Is Mary in the garden? yes 5 +13 Mary took the apple there. +14 John went back to the garden. +15 Is John in the bathroom? no 14 +1 Mary moved to the kitchen. +2 Mary went to the garden. +3 Is Mary in the garden? yes 2 +4 John journeyed to the kitchen. +5 John journeyed to the office. +6 Is Mary in the hallway? no 2 +7 John got the milk there. +8 Sandra moved to the office. +9 Is John in the bedroom? no 5 +10 John dropped the milk. +11 Sandra got the milk there. +12 Is John in the bedroom? no 5 +13 Sandra journeyed to the hallway. +14 Sandra discarded the milk. +15 Is Sandra in the garden? no 13 +1 John moved to the bathroom. +2 Mary got the football there. +3 Is John in the bathroom? yes 1 +4 Sandra journeyed to the bedroom. +5 Mary journeyed to the bedroom. +6 Is Sandra in the bedroom? yes 4 +7 Sandra moved to the hallway. +8 John travelled to the garden. +9 Is Sandra in the bedroom? no 7 +10 John journeyed to the office. +11 Mary grabbed the milk there. +12 Is John in the garden? no 10 +13 Mary dropped the milk there. +14 Mary journeyed to the kitchen. +15 Is John in the bathroom? no 10 +1 John travelled to the garden. +2 Sandra went back to the bathroom. +3 Is Sandra in the kitchen? no 2 +4 John went back to the bathroom. +5 Mary moved to the hallway. +6 Is Sandra in the bathroom? yes 2 +7 Mary went to the kitchen. +8 Daniel travelled to the office. +9 Is Daniel in the hallway? no 8 +10 Daniel picked up the milk there. +11 Sandra picked up the football there. +12 Is Mary in the bathroom? no 7 +13 Mary moved to the bedroom. +14 Sandra travelled to the office. +15 Is Sandra in the office? yes 14 +1 Daniel took the football there. +2 John travelled to the kitchen. +3 Is John in the kitchen? yes 2 +4 John travelled to the bedroom. +5 John picked up the milk there. +6 Is John in the bedroom? yes 4 +7 Daniel journeyed to the kitchen. +8 John put down the milk there. +9 Is John in the kitchen? no 4 +10 Sandra went to the bathroom. +11 Sandra took the apple there. +12 Is Daniel in the office? no 7 +13 John took the milk there. +14 Sandra went back to the bedroom. +15 Is Sandra in the bedroom? yes 14 +1 John went back to the hallway. +2 Mary went to the kitchen. +3 Is Mary in the kitchen? yes 2 +4 Mary took the apple there. +5 Mary dropped the apple there. +6 Is Mary in the garden? no 2 +7 Mary went to the office. +8 Daniel went back to the bathroom. +9 Is Mary in the hallway? no 7 +10 John journeyed to the office. +11 Sandra went back to the kitchen. +12 Is John in the office? yes 10 +13 John travelled to the bedroom. +14 John journeyed to the hallway. +15 Is Sandra in the garden? no 11 +1 Sandra went to the office. +2 Daniel went back to the office. +3 Is Daniel in the office? yes 2 +4 Mary travelled to the office. +5 John travelled to the bathroom. +6 Is John in the hallway? no 5 +7 Daniel journeyed to the bedroom. +8 Mary went to the kitchen. +9 Is Daniel in the bedroom? yes 7 +10 Sandra went back to the bathroom. +11 Mary grabbed the football there. +12 Is Daniel in the bedroom? yes 7 +13 Mary dropped the football. +14 Mary took the football there. +15 Is Mary in the hallway? no 8 +1 Sandra went to the office. +2 Daniel went to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Daniel travelled to the office. +5 Daniel went back to the kitchen. +6 Is Sandra in the bathroom? no 1 +7 Sandra journeyed to the bedroom. +8 John went to the bathroom. +9 Is Daniel in the office? no 5 +10 Sandra went back to the kitchen. +11 Mary moved to the kitchen. +12 Is Mary in the kitchen? yes 11 +13 Daniel moved to the office. +14 Daniel travelled to the bathroom. +15 Is John in the office? no 8 +1 Daniel travelled to the bedroom. +2 Mary picked up the milk there. +3 Is Daniel in the bedroom? yes 1 +4 Mary put down the milk. +5 Sandra travelled to the garden. +6 Is Sandra in the hallway? no 5 +7 Mary travelled to the kitchen. +8 Daniel journeyed to the office. +9 Is Daniel in the bedroom? no 8 +10 Sandra moved to the hallway. +11 John went back to the garden. +12 Is John in the garden? yes 11 +13 Mary took the football there. +14 Mary went back to the office. +15 Is John in the bathroom? no 11 +1 John picked up the football there. +2 Mary went back to the garden. +3 Is Mary in the kitchen? no 2 +4 John moved to the hallway. +5 John moved to the office. +6 Is John in the office? yes 5 +7 John left the football. +8 Sandra went back to the kitchen. +9 Is John in the bathroom? no 5 +10 John journeyed to the kitchen. +11 John travelled to the office. +12 Is John in the office? yes 11 +13 Mary travelled to the office. +14 Mary went back to the garden. +15 Is John in the office? yes 11 +1 Mary went back to the bedroom. +2 Sandra took the apple there. +3 Is Mary in the bedroom? yes 1 +4 Sandra dropped the apple. +5 Daniel journeyed to the hallway. +6 Is Daniel in the hallway? yes 5 +7 Sandra took the apple there. +8 Mary travelled to the hallway. +9 Is Mary in the hallway? yes 8 +10 John moved to the bedroom. +11 Daniel travelled to the bathroom. +12 Is Daniel in the bathroom? yes 11 +13 Daniel travelled to the bedroom. +14 Daniel went to the kitchen. +15 Is Daniel in the kitchen? yes 14 +1 Sandra picked up the apple there. +2 John moved to the kitchen. +3 Is John in the office? no 2 +4 John went to the office. +5 Daniel travelled to the bathroom. +6 Is John in the kitchen? no 4 +7 Sandra journeyed to the kitchen. +8 Daniel went to the bedroom. +9 Is Daniel in the bathroom? no 8 +10 Sandra went to the bathroom. +11 Mary moved to the garden. +12 Is Sandra in the bedroom? no 10 +13 Sandra moved to the kitchen. +14 Mary moved to the bedroom. +15 Is Daniel in the bedroom? yes 8 +1 John moved to the bedroom. +2 John picked up the football there. +3 Is John in the bedroom? yes 1 +4 John went to the kitchen. +5 Sandra went to the kitchen. +6 Is John in the kitchen? yes 4 +7 Daniel travelled to the bathroom. +8 Daniel travelled to the garden. +9 Is Daniel in the kitchen? no 8 +10 John discarded the football. +11 John got the football there. +12 Is Daniel in the garden? yes 8 +13 Mary moved to the hallway. +14 John dropped the football. +15 Is Daniel in the garden? yes 8 +1 John travelled to the hallway. +2 John took the milk there. +3 Is John in the hallway? yes 1 +4 Daniel went to the bathroom. +5 John put down the milk. +6 Is Daniel in the bathroom? yes 4 +7 Daniel took the football there. +8 John took the milk there. +9 Is Daniel in the bathroom? yes 4 +10 Sandra moved to the garden. +11 Daniel moved to the hallway. +12 Is Daniel in the hallway? yes 11 +13 John moved to the garden. +14 John journeyed to the kitchen. +15 Is Sandra in the office? no 10 +1 Daniel moved to the hallway. +2 Sandra travelled to the kitchen. +3 Is Daniel in the office? no 1 +4 Sandra got the milk there. +5 Daniel went to the kitchen. +6 Is Daniel in the kitchen? yes 5 +7 John moved to the bedroom. +8 Sandra went to the bedroom. +9 Is Sandra in the bedroom? yes 8 +10 Daniel moved to the office. +11 Sandra took the football there. +12 Is Daniel in the office? yes 10 +13 Sandra discarded the milk. +14 Sandra took the milk there. +15 Is Sandra in the bedroom? yes 8 +1 Mary picked up the apple there. +2 Mary travelled to the garden. +3 Is Mary in the garden? yes 2 +4 Daniel went back to the bathroom. +5 Daniel got the milk there. +6 Is Daniel in the bathroom? yes 4 +7 Daniel moved to the garden. +8 Daniel went back to the kitchen. +9 Is Mary in the garden? yes 2 +10 Sandra grabbed the football there. +11 Daniel put down the milk there. +12 Is Daniel in the bathroom? no 8 +13 Daniel went to the bathroom. +14 Mary left the apple there. +15 Is Daniel in the office? no 13 +1 Daniel got the milk there. +2 Daniel discarded the milk. +3 John went back to the garden. +4 John went back to the bedroom. +5 Is John in the bedroom? yes 4 +6 Sandra got the apple there. +7 John journeyed to the bathroom. +8 Is John in the office? no 7 +9 Daniel moved to the bathroom. +10 Sandra discarded the apple. +11 Is John in the kitchen? no 7 +12 Sandra picked up the apple there. +13 Mary journeyed to the garden. +14 Is Daniel in the hallway? no 9 +15 Sandra put down the apple. +16 Sandra moved to the office. +17 Is Sandra in the bathroom? no 16 +1 Daniel went back to the hallway. +2 Sandra went back to the garden. +3 Is Daniel in the hallway? yes 1 +4 Sandra travelled to the kitchen. +5 John travelled to the kitchen. +6 Is Sandra in the kitchen? yes 4 +7 John got the apple there. +8 Mary journeyed to the bedroom. +9 Is Sandra in the kitchen? yes 4 +10 Sandra journeyed to the hallway. +11 John went back to the bathroom. +12 Is John in the bathroom? yes 11 +13 John left the apple. +14 John got the football there. +15 Is John in the garden? no 11 +1 Sandra grabbed the milk there. +2 Sandra went back to the bedroom. +3 Is Sandra in the hallway? no 2 +4 Mary grabbed the football there. +5 Daniel moved to the garden. +6 Is Daniel in the garden? yes 5 +7 John journeyed to the hallway. +8 Daniel went to the bedroom. +9 Is Daniel in the bathroom? no 8 +10 Mary put down the football there. +11 Daniel went back to the bathroom. +12 Is Daniel in the bathroom? yes 11 +13 John went back to the bathroom. +14 John went back to the bedroom. +15 Is John in the bedroom? yes 14 +1 John moved to the bedroom. +2 Daniel took the milk there. +3 Is John in the office? no 1 +4 John journeyed to the bathroom. +5 Daniel dropped the milk. +6 Is John in the bathroom? yes 4 +7 Mary journeyed to the bedroom. +8 Daniel took the milk there. +9 Is Mary in the bedroom? yes 7 +10 Daniel left the milk. +11 Sandra went back to the hallway. +12 Is Sandra in the kitchen? no 11 +13 John went to the bedroom. +14 Daniel got the milk there. +15 Is Sandra in the bathroom? no 11 +1 Sandra went back to the hallway. +2 Daniel travelled to the office. +3 Is Sandra in the bathroom? no 1 +4 John went back to the bedroom. +5 Sandra took the apple there. +6 Is John in the kitchen? no 4 +7 Sandra left the apple. +8 Mary journeyed to the hallway. +9 Is Daniel in the bathroom? no 2 +10 Sandra went to the garden. +11 Mary travelled to the office. +12 Is Mary in the bedroom? no 11 +13 John moved to the bathroom. +14 Mary went back to the kitchen. +15 Is Mary in the garden? no 14 +1 John moved to the hallway. +2 John took the football there. +3 Is John in the hallway? yes 1 +4 John travelled to the garden. +5 Mary travelled to the office. +6 Is Mary in the office? yes 5 +7 Sandra went to the hallway. +8 John got the milk there. +9 Is John in the kitchen? no 4 +10 John dropped the milk. +11 John got the milk there. +12 Is Sandra in the hallway? yes 7 +13 Daniel travelled to the bathroom. +14 Sandra journeyed to the garden. +15 Is Sandra in the bedroom? no 14 +1 Mary journeyed to the office. +2 John moved to the hallway. +3 Is Mary in the bedroom? no 1 +4 Daniel went to the hallway. +5 Mary travelled to the hallway. +6 Is Mary in the kitchen? no 5 +7 Sandra travelled to the kitchen. +8 Daniel journeyed to the kitchen. +9 Is John in the hallway? yes 2 +10 Daniel travelled to the office. +11 Mary journeyed to the kitchen. +12 Is Daniel in the office? yes 10 +13 Mary travelled to the bathroom. +14 John got the milk there. +15 Is Daniel in the bathroom? no 10 +1 John journeyed to the bedroom. +2 John picked up the football there. +3 Is John in the bedroom? yes 1 +4 Daniel travelled to the bathroom. +5 Sandra went to the office. +6 Is Daniel in the bathroom? yes 4 +7 John journeyed to the office. +8 Daniel travelled to the office. +9 Is Daniel in the office? yes 8 +10 John travelled to the kitchen. +11 Daniel went to the kitchen. +12 Is John in the hallway? no 10 +13 Sandra moved to the garden. +14 Sandra went to the bathroom. +15 Is Sandra in the hallway? no 14 +1 Mary journeyed to the office. +2 Daniel went to the bathroom. +3 Is Mary in the bathroom? no 1 +4 Mary picked up the apple there. +5 Mary put down the apple. +6 Is Daniel in the bathroom? yes 2 +7 Daniel went to the bedroom. +8 Mary took the apple there. +9 Is Daniel in the garden? no 7 +10 Mary travelled to the bathroom. +11 Sandra journeyed to the hallway. +12 Is Sandra in the bedroom? no 11 +13 Sandra got the football there. +14 Mary moved to the kitchen. +15 Is Mary in the bathroom? no 14 +1 John travelled to the office. +2 Mary got the football there. +3 Is John in the office? yes 1 +4 John went to the garden. +5 Sandra moved to the hallway. +6 Is John in the hallway? no 4 +7 Daniel grabbed the apple there. +8 Daniel went back to the office. +9 Is John in the office? no 4 +10 Daniel travelled to the bathroom. +11 Daniel went to the office. +12 Is Daniel in the office? yes 11 +13 Daniel journeyed to the bathroom. +14 Mary left the football there. +15 Is Daniel in the bathroom? yes 13 +1 John got the apple there. +2 John dropped the apple. +3 Mary took the milk there. +4 Mary left the milk. +5 Mary went to the hallway. +6 Sandra travelled to the office. +7 Is Mary in the garden? no 5 +8 John journeyed to the kitchen. +9 Daniel went to the bedroom. +10 Is Daniel in the garden? no 9 +11 John got the milk there. +12 John travelled to the bedroom. +13 Is John in the bedroom? yes 12 +14 Mary journeyed to the garden. +15 John moved to the kitchen. +16 Is Daniel in the office? no 9 +17 Sandra went back to the bedroom. +18 John discarded the milk. +19 Is John in the kitchen? yes 15 +1 John journeyed to the kitchen. +2 Sandra went back to the bedroom. +3 Is John in the kitchen? yes 1 +4 John went to the garden. +5 John picked up the football there. +6 Is John in the garden? yes 4 +7 Mary got the milk there. +8 Sandra travelled to the office. +9 Is Sandra in the kitchen? no 8 +10 Sandra journeyed to the kitchen. +11 Mary moved to the garden. +12 Is Mary in the garden? yes 11 +13 Mary put down the milk there. +14 John left the football. +15 Is Sandra in the kitchen? yes 10 +1 Daniel moved to the kitchen. +2 Mary took the milk there. +3 Is Daniel in the bedroom? no 1 +4 John went back to the kitchen. +5 Mary left the milk. +6 Is Daniel in the garden? no 1 +7 John grabbed the milk there. +8 Mary journeyed to the hallway. +9 Is John in the kitchen? yes 4 +10 John put down the milk. +11 Sandra picked up the apple there. +12 Is Mary in the hallway? yes 8 +13 John journeyed to the bedroom. +14 John went back to the bathroom. +15 Is John in the office? no 14 +1 Daniel travelled to the hallway. +2 Sandra travelled to the garden. +3 Is Daniel in the hallway? yes 1 +4 Mary journeyed to the hallway. +5 Daniel went to the garden. +6 Is Daniel in the bedroom? no 5 +7 Daniel went back to the kitchen. +8 Mary journeyed to the bedroom. +9 Is Sandra in the bedroom? no 2 +10 Mary went to the hallway. +11 John went to the hallway. +12 Is Mary in the hallway? yes 10 +13 Daniel travelled to the bedroom. +14 Mary moved to the bedroom. +15 Is Mary in the bedroom? yes 14 +1 John journeyed to the kitchen. +2 Mary travelled to the office. +3 Is Mary in the office? yes 2 +4 Mary travelled to the kitchen. +5 Mary took the milk there. +6 Is Mary in the office? no 4 +7 Daniel journeyed to the hallway. +8 John went to the bathroom. +9 Is John in the bedroom? no 8 +10 Mary dropped the milk. +11 Mary travelled to the bedroom. +12 Is John in the bathroom? yes 8 +13 Daniel moved to the office. +14 Daniel journeyed to the bedroom. +15 Is Mary in the bedroom? yes 11 +1 John went to the garden. +2 John went to the bathroom. +3 Is John in the bathroom? yes 2 +4 Mary grabbed the apple there. +5 John moved to the garden. +6 Is John in the office? no 5 +7 John journeyed to the office. +8 John went to the hallway. +9 Is John in the hallway? yes 8 +10 Sandra went to the bathroom. +11 John travelled to the garden. +12 Is John in the bathroom? no 11 +13 Mary put down the apple. +14 Daniel travelled to the garden. +15 Is Sandra in the hallway? no 10 +1 John moved to the office. +2 Sandra went to the kitchen. +3 Is Sandra in the office? no 2 +4 Mary moved to the bathroom. +5 Mary journeyed to the bedroom. +6 Is Sandra in the kitchen? yes 2 +7 Daniel travelled to the hallway. +8 Sandra grabbed the football there. +9 Is Mary in the bedroom? yes 5 +10 Daniel picked up the milk there. +11 John went to the kitchen. +12 Is Mary in the garden? no 5 +13 Daniel discarded the milk. +14 Sandra dropped the football. +15 Is John in the bedroom? no 11 +1 John grabbed the football there. +2 Mary got the milk there. +3 Daniel journeyed to the bedroom. +4 Sandra journeyed to the bedroom. +5 Is Sandra in the office? no 4 +6 Daniel moved to the garden. +7 Mary went back to the office. +8 Is Daniel in the kitchen? no 6 +9 Mary dropped the milk. +10 Daniel moved to the kitchen. +11 Is Daniel in the office? no 10 +12 John journeyed to the hallway. +13 Mary journeyed to the bathroom. +14 Is Mary in the garden? no 13 +15 John went back to the bathroom. +16 Mary went to the garden. +17 Is John in the garden? no 15 +1 John journeyed to the hallway. +2 Sandra got the apple there. +3 Is John in the bedroom? no 1 +4 Sandra dropped the apple. +5 Mary moved to the bedroom. +6 Is John in the bathroom? no 1 +7 John moved to the kitchen. +8 John went back to the garden. +9 Is John in the bathroom? no 8 +10 Sandra picked up the apple there. +11 Mary grabbed the milk there. +12 Is John in the bathroom? no 8 +13 Mary dropped the milk. +14 Mary moved to the hallway. +15 Is Mary in the bathroom? no 14 +1 Sandra picked up the milk there. +2 Sandra travelled to the hallway. +3 Is Sandra in the hallway? yes 2 +4 Daniel journeyed to the garden. +5 Sandra moved to the bedroom. +6 Is Sandra in the garden? no 5 +7 Sandra left the milk there. +8 Mary went back to the office. +9 Is Sandra in the bedroom? yes 5 +10 Sandra picked up the milk there. +11 Sandra dropped the milk there. +12 Is Mary in the office? yes 8 +13 Sandra travelled to the hallway. +14 Mary went to the bedroom. +15 Is Mary in the hallway? no 14 +1 John travelled to the office. +2 John picked up the apple there. +3 Is John in the bathroom? no 1 +4 Sandra went back to the office. +5 Mary picked up the football there. +6 Is John in the garden? no 1 +7 Mary put down the football. +8 Mary went to the bathroom. +9 Is Sandra in the hallway? no 4 +10 John discarded the apple. +11 Daniel journeyed to the bathroom. +12 Is Daniel in the bathroom? yes 11 +13 John took the apple there. +14 Mary moved to the garden. +15 Is Daniel in the bathroom? yes 11 +1 Mary went back to the office. +2 Sandra went back to the bedroom. +3 Is Sandra in the hallway? no 2 +4 Mary went back to the kitchen. +5 Mary journeyed to the office. +6 Is Mary in the office? yes 5 +7 Sandra journeyed to the hallway. +8 Daniel took the milk there. +9 Is Mary in the bathroom? no 5 +10 Daniel put down the milk. +11 Sandra travelled to the office. +12 Is Sandra in the hallway? no 11 +13 Daniel took the milk there. +14 Daniel discarded the milk there. +15 Is Sandra in the office? yes 11 +1 Sandra moved to the bedroom. +2 Daniel went to the kitchen. +3 Is Daniel in the bathroom? no 2 +4 John journeyed to the bedroom. +5 Mary travelled to the bathroom. +6 Is Sandra in the garden? no 1 +7 John got the apple there. +8 John left the apple. +9 Is Mary in the kitchen? no 5 +10 Mary went back to the hallway. +11 John grabbed the apple there. +12 Is Mary in the bedroom? no 10 +13 John went to the garden. +14 John left the apple. +15 Is John in the garden? yes 13 +1 Sandra got the apple there. +2 John grabbed the football there. +3 Daniel went to the garden. +4 Daniel went back to the bathroom. +5 Is Daniel in the bathroom? yes 4 +6 Mary went back to the hallway. +7 Sandra went to the bathroom. +8 Is Mary in the bathroom? no 6 +9 John discarded the football. +10 John picked up the football there. +11 Is Mary in the kitchen? no 6 +12 John went to the bedroom. +13 Sandra discarded the apple there. +14 Is Sandra in the bathroom? yes 7 +15 Sandra journeyed to the hallway. +16 John left the football. +17 Is John in the bedroom? yes 12 +1 Sandra moved to the kitchen. +2 Sandra journeyed to the office. +3 Is Sandra in the office? yes 2 +4 Daniel travelled to the hallway. +5 Daniel moved to the kitchen. +6 Is Sandra in the office? yes 2 +7 Sandra went to the kitchen. +8 Mary picked up the milk there. +9 Is Sandra in the kitchen? yes 7 +10 Mary went back to the kitchen. +11 Mary dropped the milk. +12 Is Sandra in the bedroom? no 7 +13 Sandra got the milk there. +14 Mary went back to the garden. +15 Is Mary in the bathroom? no 14 +1 Daniel travelled to the bedroom. +2 Daniel moved to the garden. +3 Is Daniel in the garden? yes 2 +4 Daniel journeyed to the hallway. +5 John moved to the bedroom. +6 Is John in the kitchen? no 5 +7 John journeyed to the bathroom. +8 John journeyed to the office. +9 Is John in the office? yes 8 +10 Sandra journeyed to the bedroom. +11 John went back to the bedroom. +12 Is John in the hallway? no 11 +13 John journeyed to the kitchen. +14 John moved to the hallway. +15 Is John in the office? no 14 +1 Sandra went back to the hallway. +2 John got the milk there. +3 Is Sandra in the kitchen? no 1 +4 Mary went back to the bathroom. +5 Mary went back to the hallway. +6 Is Mary in the hallway? yes 5 +7 Mary travelled to the garden. +8 John went to the bedroom. +9 Is John in the hallway? no 8 +10 John left the milk. +11 Sandra went back to the office. +12 Is Mary in the garden? yes 7 +13 Daniel took the milk there. +14 Sandra went to the bathroom. +15 Is John in the bedroom? yes 8 +1 Sandra went back to the kitchen. +2 Mary went back to the office. +3 Is Mary in the kitchen? no 2 +4 John moved to the office. +5 Sandra travelled to the garden. +6 Is Sandra in the garden? yes 5 +7 Sandra picked up the football there. +8 Sandra discarded the football. +9 Is Mary in the kitchen? no 2 +10 Daniel moved to the garden. +11 Mary moved to the hallway. +12 Is Sandra in the garden? yes 5 +13 Daniel grabbed the football there. +14 John travelled to the bedroom. +15 Is Daniel in the hallway? no 10 +1 Daniel picked up the milk there. +2 John got the football there. +3 Daniel put down the milk. +4 Daniel went to the garden. +5 Is Daniel in the bathroom? no 4 +6 Daniel travelled to the kitchen. +7 Sandra got the apple there. +8 Is Daniel in the office? no 6 +9 Daniel grabbed the milk there. +10 Daniel left the milk. +11 Is Daniel in the garden? no 6 +12 John journeyed to the hallway. +13 Daniel picked up the milk there. +14 Is John in the hallway? yes 12 +15 Daniel travelled to the garden. +16 Sandra discarded the apple. +17 Is Daniel in the bathroom? no 15 +1 Sandra got the milk there. +2 Mary journeyed to the hallway. +3 Is Mary in the bedroom? no 2 +4 Sandra moved to the garden. +5 Sandra moved to the hallway. +6 Is Mary in the bathroom? no 2 +7 Sandra left the milk there. +8 Mary took the milk there. +9 Is Sandra in the hallway? yes 5 +10 Daniel moved to the bathroom. +11 Sandra journeyed to the kitchen. +12 Is Daniel in the bathroom? yes 10 +13 Mary put down the milk. +14 Sandra moved to the office. +15 Is Sandra in the office? yes 14 +1 John went to the bedroom. +2 Mary went to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 Mary took the football there. +5 John travelled to the kitchen. +6 Is Mary in the kitchen? no 2 +7 Mary left the football. +8 Sandra travelled to the kitchen. +9 Is John in the bedroom? no 5 +10 Daniel journeyed to the bathroom. +11 Daniel grabbed the football there. +12 Is Daniel in the bathroom? yes 10 +13 John moved to the bedroom. +14 John journeyed to the garden. +15 Is John in the office? no 14 +1 Mary picked up the football there. +2 Sandra grabbed the milk there. +3 Mary left the football there. +4 Daniel moved to the office. +5 Is Daniel in the office? yes 4 +6 Daniel journeyed to the hallway. +7 Sandra left the milk. +8 Is Daniel in the garden? no 6 +9 Daniel picked up the football there. +10 John went back to the bedroom. +11 Is Daniel in the bathroom? no 6 +12 Daniel discarded the football there. +13 Sandra got the milk there. +14 Is John in the bedroom? yes 10 +15 Sandra left the milk there. +16 Daniel got the football there. +17 Is John in the kitchen? no 10 +1 Daniel journeyed to the bathroom. +2 Daniel travelled to the garden. +3 Is Daniel in the office? no 2 +4 Sandra journeyed to the bedroom. +5 Sandra got the football there. +6 Is Daniel in the garden? yes 2 +7 Sandra went back to the bathroom. +8 Sandra put down the football there. +9 Is Sandra in the bedroom? no 7 +10 Daniel journeyed to the kitchen. +11 Mary journeyed to the bedroom. +12 Is Mary in the bathroom? no 11 +13 Mary travelled to the bathroom. +14 John travelled to the bathroom. +15 Is John in the bathroom? yes 14 +1 Sandra went back to the bedroom. +2 Mary went back to the office. +3 Is Mary in the kitchen? no 2 +4 Sandra moved to the bathroom. +5 John journeyed to the bedroom. +6 Is John in the bathroom? no 5 +7 John went back to the kitchen. +8 Mary went to the kitchen. +9 Is John in the kitchen? yes 7 +10 Mary journeyed to the bedroom. +11 Mary moved to the kitchen. +12 Is John in the kitchen? yes 7 +13 Sandra travelled to the bedroom. +14 Daniel got the milk there. +15 Is Mary in the kitchen? yes 11 +1 Mary moved to the hallway. +2 John moved to the kitchen. +3 Is Mary in the office? no 1 +4 Mary grabbed the apple there. +5 Mary dropped the apple. +6 Is Mary in the garden? no 1 +7 Mary grabbed the apple there. +8 John went to the hallway. +9 Is John in the bathroom? no 8 +10 John went to the office. +11 John went back to the bathroom. +12 Is John in the bathroom? yes 11 +13 John went to the office. +14 John took the football there. +15 Is John in the garden? no 13 +1 Sandra picked up the milk there. +2 Mary went back to the bedroom. +3 Is Mary in the hallway? no 2 +4 Daniel picked up the apple there. +5 Daniel discarded the apple. +6 Is Mary in the bedroom? yes 2 +7 John went back to the hallway. +8 Sandra put down the milk. +9 Is John in the hallway? yes 7 +10 Daniel journeyed to the office. +11 John went back to the garden. +12 Is John in the garden? yes 11 +13 Daniel went to the bathroom. +14 Mary picked up the milk there. +15 Is Daniel in the hallway? no 13 +1 John grabbed the apple there. +2 Sandra picked up the milk there. +3 Sandra put down the milk. +4 Daniel picked up the milk there. +5 John dropped the apple. +6 Sandra moved to the kitchen. +7 Is Sandra in the hallway? no 6 +8 Mary journeyed to the kitchen. +9 Daniel put down the milk. +10 Is Sandra in the kitchen? yes 6 +11 Daniel went back to the bathroom. +12 John picked up the football there. +13 Is Daniel in the bathroom? yes 11 +14 John got the apple there. +15 Sandra travelled to the hallway. +16 Is Daniel in the hallway? no 11 +17 John put down the football there. +18 Mary went back to the garden. +19 Is Mary in the garden? yes 18 +1 Sandra went to the garden. +2 Daniel went back to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 Sandra grabbed the football there. +5 Daniel went to the bathroom. +6 Is Daniel in the bathroom? yes 5 +7 Sandra moved to the hallway. +8 John went back to the office. +9 Is Daniel in the hallway? no 5 +10 Sandra moved to the garden. +11 Sandra discarded the football there. +12 Is Sandra in the garden? yes 10 +13 Daniel moved to the hallway. +14 John travelled to the kitchen. +15 Is Daniel in the bedroom? no 13 +1 Daniel went back to the garden. +2 Daniel picked up the apple there. +3 Is Daniel in the garden? yes 1 +4 Sandra moved to the hallway. +5 Daniel travelled to the kitchen. +6 Is Daniel in the kitchen? yes 5 +7 Daniel took the milk there. +8 John grabbed the football there. +9 Is Sandra in the hallway? yes 4 +10 Daniel went to the bathroom. +11 Daniel travelled to the bedroom. +12 Is Daniel in the office? no 11 +13 Daniel moved to the office. +14 John went to the office. +15 Is John in the office? yes 14 +1 Daniel grabbed the milk there. +2 John picked up the football there. +3 John went back to the bedroom. +4 Daniel went to the hallway. +5 Is John in the bathroom? no 3 +6 Daniel grabbed the apple there. +7 John travelled to the hallway. +8 Is Daniel in the bedroom? no 4 +9 Daniel went back to the bathroom. +10 Daniel dropped the milk. +11 Is John in the bedroom? no 7 +12 Daniel journeyed to the kitchen. +13 John left the football. +14 Is Daniel in the kitchen? yes 12 +15 Sandra journeyed to the bedroom. +16 Daniel dropped the apple. +17 Is Sandra in the bathroom? no 15 +1 Mary journeyed to the office. +2 Daniel took the football there. +3 Is Mary in the office? yes 1 +4 Sandra journeyed to the bathroom. +5 Daniel went back to the office. +6 Is Sandra in the bathroom? yes 4 +7 Daniel discarded the football. +8 Mary went to the bedroom. +9 Is Sandra in the bathroom? yes 4 +10 John went back to the bedroom. +11 Mary journeyed to the office. +12 Is Mary in the bathroom? no 11 +13 John journeyed to the hallway. +14 Sandra went to the bedroom. +15 Is Sandra in the kitchen? no 14 +1 Daniel got the apple there. +2 Mary got the football there. +3 Mary discarded the football. +4 Mary journeyed to the bathroom. +5 Is Mary in the garden? no 4 +6 Daniel went to the office. +7 Daniel travelled to the garden. +8 Is Mary in the bathroom? yes 4 +9 Sandra took the football there. +10 Daniel dropped the apple. +11 Is Daniel in the bathroom? no 7 +12 Mary went back to the bedroom. +13 John moved to the office. +14 Is Daniel in the kitchen? no 7 +15 John travelled to the kitchen. +16 Sandra grabbed the apple there. +17 Is John in the bedroom? no 15 +1 John went back to the hallway. +2 John journeyed to the bedroom. +3 Is John in the bedroom? yes 2 +4 Mary moved to the garden. +5 Sandra went back to the bedroom. +6 Is Mary in the bedroom? no 4 +7 Sandra took the football there. +8 Sandra went to the hallway. +9 Is Sandra in the bedroom? no 8 +10 Daniel journeyed to the hallway. +11 Mary moved to the office. +12 Is Mary in the office? yes 11 +13 Sandra went to the office. +14 Mary went back to the garden. +15 Is Sandra in the office? yes 13 +1 Daniel journeyed to the garden. +2 Mary went to the kitchen. +3 Is Daniel in the office? no 1 +4 Daniel journeyed to the hallway. +5 Sandra went back to the office. +6 Is Mary in the kitchen? yes 2 +7 Daniel moved to the bathroom. +8 Mary grabbed the apple there. +9 Is Daniel in the bathroom? yes 7 +10 Daniel went back to the office. +11 Mary went to the garden. +12 Is Daniel in the hallway? no 10 +13 Sandra moved to the bathroom. +14 Mary left the apple. +15 Is Daniel in the office? yes 10 +1 Sandra journeyed to the hallway. +2 Daniel took the football there. +3 Is Sandra in the hallway? yes 1 +4 Mary journeyed to the bedroom. +5 Mary went back to the garden. +6 Is Mary in the office? no 5 +7 Mary went to the kitchen. +8 Daniel journeyed to the bathroom. +9 Is Mary in the bathroom? no 7 +10 Mary picked up the apple there. +11 Mary put down the apple. +12 Is Mary in the kitchen? yes 7 +13 John journeyed to the bedroom. +14 Daniel travelled to the kitchen. +15 Is John in the kitchen? no 13 +1 John got the milk there. +2 John went to the hallway. +3 Is John in the hallway? yes 2 +4 John left the milk. +5 Mary journeyed to the kitchen. +6 Is John in the office? no 2 +7 John journeyed to the office. +8 Daniel journeyed to the hallway. +9 Is Mary in the hallway? no 5 +10 Sandra picked up the football there. +11 Daniel travelled to the garden. +12 Is Mary in the bedroom? no 5 +13 Sandra grabbed the apple there. +14 Daniel went back to the office. +15 Is Daniel in the office? yes 14 +1 Daniel journeyed to the kitchen. +2 Mary got the milk there. +3 Is Daniel in the kitchen? yes 1 +4 Daniel travelled to the bathroom. +5 Daniel took the football there. +6 Is Daniel in the office? no 4 +7 Mary went back to the bedroom. +8 Daniel moved to the kitchen. +9 Is Daniel in the hallway? no 8 +10 Mary moved to the bathroom. +11 John travelled to the hallway. +12 Is Mary in the garden? no 10 +13 Sandra took the apple there. +14 Daniel moved to the office. +15 Is Mary in the bedroom? no 10 +1 Sandra went to the kitchen. +2 John journeyed to the kitchen. +3 Is John in the kitchen? yes 2 +4 John got the milk there. +5 Mary went to the garden. +6 Is John in the garden? no 2 +7 Sandra travelled to the hallway. +8 Sandra picked up the apple there. +9 Is Sandra in the bedroom? no 7 +10 Daniel travelled to the hallway. +11 John travelled to the hallway. +12 Is Mary in the garden? yes 5 +13 Sandra discarded the apple. +14 Daniel took the apple there. +15 Is John in the kitchen? no 11 +1 Sandra picked up the football there. +2 John got the apple there. +3 Mary journeyed to the bathroom. +4 John journeyed to the bathroom. +5 Is John in the bathroom? yes 4 +6 John put down the apple. +7 Sandra picked up the apple there. +8 Is John in the office? no 4 +9 Daniel journeyed to the bedroom. +10 Sandra went to the bedroom. +11 Is Sandra in the bedroom? yes 10 +12 Sandra discarded the apple there. +13 John journeyed to the kitchen. +14 Is John in the bathroom? no 13 +15 Sandra dropped the football. +16 Sandra took the apple there. +17 Is John in the bedroom? no 13 +1 Sandra went to the hallway. +2 John moved to the bedroom. +3 Is Sandra in the hallway? yes 1 +4 Mary moved to the bedroom. +5 Daniel went back to the garden. +6 Is Sandra in the garden? no 1 +7 Mary journeyed to the hallway. +8 Mary took the milk there. +9 Is Mary in the hallway? yes 7 +10 Daniel grabbed the football there. +11 Mary moved to the office. +12 Is Mary in the office? yes 11 +13 Mary dropped the milk. +14 Sandra picked up the apple there. +15 Is Mary in the kitchen? no 11 +1 Daniel journeyed to the office. +2 Daniel moved to the hallway. +3 Is Daniel in the bathroom? no 2 +4 John moved to the garden. +5 Sandra travelled to the hallway. +6 Is Sandra in the office? no 5 +7 Sandra went back to the kitchen. +8 Sandra journeyed to the office. +9 Is Sandra in the bathroom? no 8 +10 Sandra moved to the bedroom. +11 Sandra went back to the office. +12 Is Sandra in the office? yes 11 +13 John went back to the bedroom. +14 Daniel moved to the bathroom. +15 Is Daniel in the hallway? no 14 +1 Mary moved to the kitchen. +2 Sandra journeyed to the office. +3 Is Mary in the kitchen? yes 1 +4 Sandra picked up the milk there. +5 Daniel journeyed to the office. +6 Is Daniel in the office? yes 5 +7 Sandra discarded the milk. +8 Sandra picked up the milk there. +9 Is Sandra in the kitchen? no 2 +10 John moved to the hallway. +11 John journeyed to the kitchen. +12 Is John in the kitchen? yes 11 +13 John went back to the office. +14 Sandra travelled to the bedroom. +15 Is John in the office? yes 13 +1 Daniel travelled to the hallway. +2 John went back to the bathroom. +3 Is John in the kitchen? no 2 +4 John picked up the apple there. +5 Mary moved to the bedroom. +6 Is Daniel in the hallway? yes 1 +7 John put down the apple there. +8 Daniel went back to the bedroom. +9 Is Mary in the hallway? no 5 +10 Mary went to the kitchen. +11 Daniel went to the office. +12 Is Daniel in the office? yes 11 +13 Mary took the milk there. +14 Sandra went to the bathroom. +15 Is Sandra in the hallway? no 14 +1 Mary grabbed the football there. +2 Sandra went to the office. +3 Is Sandra in the garden? no 2 +4 John journeyed to the bathroom. +5 Sandra went back to the bathroom. +6 Is John in the bathroom? yes 4 +7 Mary journeyed to the office. +8 Mary moved to the bedroom. +9 Is Sandra in the kitchen? no 5 +10 Daniel travelled to the bedroom. +11 John moved to the garden. +12 Is Sandra in the kitchen? no 5 +13 Daniel went back to the office. +14 Sandra moved to the office. +15 Is Daniel in the office? yes 13 +1 Mary went back to the bedroom. +2 John went to the bathroom. +3 Is Mary in the office? no 1 +4 John got the football there. +5 Sandra moved to the garden. +6 Is John in the bathroom? yes 2 +7 John left the football. +8 Sandra journeyed to the office. +9 Is Sandra in the office? yes 8 +10 Daniel went back to the bathroom. +11 Daniel got the football there. +12 Is Sandra in the kitchen? no 8 +13 Sandra got the milk there. +14 John moved to the bedroom. +15 Is Daniel in the garden? no 10 +1 John picked up the football there. +2 John took the apple there. +3 Mary moved to the office. +4 John journeyed to the bathroom. +5 Is Mary in the bathroom? no 3 +6 Sandra went back to the garden. +7 John went to the office. +8 Is John in the garden? no 7 +9 Mary went to the hallway. +10 Daniel went to the garden. +11 Is John in the garden? no 7 +12 Daniel went to the bathroom. +13 Sandra went to the office. +14 Is Daniel in the bathroom? yes 12 +15 Mary moved to the garden. +16 Daniel picked up the milk there. +17 Is Sandra in the bathroom? no 13 +1 John picked up the milk there. +2 John dropped the milk. +3 Sandra travelled to the bedroom. +4 John took the milk there. +5 Is Sandra in the garden? no 3 +6 Sandra went to the bathroom. +7 Mary got the apple there. +8 Is Sandra in the bathroom? yes 6 +9 John dropped the milk. +10 Sandra journeyed to the kitchen. +11 Is Sandra in the kitchen? yes 10 +12 John took the milk there. +13 Mary put down the apple. +14 Is Sandra in the bathroom? no 10 +15 Sandra took the football there. +16 Mary got the apple there. +17 Is Sandra in the garden? no 10 +1 Sandra travelled to the garden. +2 Daniel travelled to the kitchen. +3 Is Sandra in the bathroom? no 1 +4 Daniel went to the hallway. +5 Mary went back to the kitchen. +6 Is Sandra in the hallway? no 1 +7 Daniel travelled to the kitchen. +8 Mary moved to the garden. +9 Is Mary in the garden? yes 8 +10 Mary journeyed to the bathroom. +11 Daniel moved to the hallway. +12 Is Daniel in the kitchen? no 11 +13 Mary moved to the kitchen. +14 Daniel travelled to the bedroom. +15 Is Daniel in the bedroom? yes 14 +1 Sandra moved to the kitchen. +2 Daniel went back to the bathroom. +3 Is Sandra in the hallway? no 1 +4 Sandra got the milk there. +5 Daniel moved to the hallway. +6 Is Daniel in the hallway? yes 5 +7 Sandra dropped the milk. +8 Sandra went to the bathroom. +9 Is Sandra in the garden? no 8 +10 Daniel went to the kitchen. +11 Sandra journeyed to the office. +12 Is Sandra in the bedroom? no 11 +13 Daniel picked up the football there. +14 John went back to the bedroom. +15 Is John in the bedroom? yes 14 +1 Sandra picked up the football there. +2 Mary journeyed to the hallway. +3 Is Mary in the bedroom? no 2 +4 Sandra put down the football there. +5 Sandra journeyed to the hallway. +6 Is Mary in the kitchen? no 2 +7 Mary travelled to the bathroom. +8 Sandra went back to the office. +9 Is Mary in the bathroom? yes 7 +10 Sandra journeyed to the hallway. +11 Sandra journeyed to the kitchen. +12 Is Sandra in the kitchen? yes 11 +13 Daniel moved to the kitchen. +14 Daniel took the apple there. +15 Is Sandra in the kitchen? yes 11 +1 Mary went back to the hallway. +2 John grabbed the milk there. +3 Is Mary in the bathroom? no 1 +4 Sandra travelled to the kitchen. +5 John went to the kitchen. +6 Is Sandra in the kitchen? yes 4 +7 John discarded the milk. +8 Daniel journeyed to the bathroom. +9 Is John in the bathroom? no 5 +10 Daniel went back to the kitchen. +11 Sandra picked up the milk there. +12 Is Daniel in the office? no 10 +13 Daniel went back to the hallway. +14 Sandra went back to the office. +15 Is Sandra in the hallway? no 14 +1 Sandra journeyed to the garden. +2 John travelled to the garden. +3 Is John in the hallway? no 2 +4 John travelled to the bedroom. +5 Sandra got the apple there. +6 Is John in the bedroom? yes 4 +7 Daniel went back to the office. +8 Sandra left the apple. +9 Is John in the bedroom? yes 4 +10 John moved to the garden. +11 Mary moved to the hallway. +12 Is John in the office? no 10 +13 Sandra got the apple there. +14 Daniel journeyed to the hallway. +15 Is John in the bedroom? no 10 +1 Mary took the milk there. +2 John went to the garden. +3 Is John in the garden? yes 2 +4 Daniel got the apple there. +5 Daniel journeyed to the hallway. +6 Is John in the garden? yes 2 +7 John picked up the football there. +8 Mary went back to the garden. +9 Is John in the bathroom? no 2 +10 Sandra went to the hallway. +11 Daniel left the apple. +12 Is Daniel in the hallway? yes 5 +13 Sandra travelled to the bedroom. +14 John dropped the football. +15 Is Sandra in the office? no 13 +1 Sandra went to the bathroom. +2 John journeyed to the hallway. +3 Is Sandra in the garden? no 1 +4 Sandra took the football there. +5 Daniel journeyed to the kitchen. +6 Is John in the hallway? yes 2 +7 Daniel went to the bathroom. +8 Sandra journeyed to the garden. +9 Is Daniel in the bathroom? yes 7 +10 Daniel went to the office. +11 John went back to the kitchen. +12 Is Daniel in the office? yes 10 +13 Sandra dropped the football there. +14 John got the milk there. +15 Is Sandra in the bedroom? no 8 +1 Sandra travelled to the bedroom. +2 Daniel grabbed the football there. +3 Is Sandra in the bedroom? yes 1 +4 Daniel left the football there. +5 Sandra travelled to the kitchen. +6 Is Sandra in the bedroom? no 5 +7 Daniel went back to the office. +8 John went to the bedroom. +9 Is Daniel in the garden? no 7 +10 Sandra went to the office. +11 John journeyed to the garden. +12 Is John in the kitchen? no 11 +13 Mary travelled to the bathroom. +14 Mary travelled to the garden. +15 Is John in the bedroom? no 11 +1 Mary got the apple there. +2 Mary grabbed the milk there. +3 Mary moved to the garden. +4 Mary went back to the bedroom. +5 Is Mary in the bedroom? yes 4 +6 Daniel went back to the kitchen. +7 Mary went to the hallway. +8 Is Mary in the kitchen? no 7 +9 Sandra travelled to the garden. +10 John travelled to the garden. +11 Is Mary in the bathroom? no 7 +12 Mary travelled to the garden. +13 Sandra went back to the hallway. +14 Is Sandra in the hallway? yes 13 +15 Mary put down the milk there. +16 Mary picked up the milk there. +17 Is John in the garden? yes 10 +1 John picked up the football there. +2 John went to the hallway. +3 Is John in the hallway? yes 2 +4 Daniel journeyed to the kitchen. +5 Mary took the milk there. +6 Is Daniel in the kitchen? yes 4 +7 John discarded the football. +8 Mary went back to the office. +9 Is John in the bedroom? no 2 +10 Mary travelled to the bedroom. +11 Daniel went back to the office. +12 Is Mary in the office? no 10 +13 Mary left the milk. +14 Sandra went to the hallway. +15 Is Daniel in the office? yes 11 +1 John grabbed the football there. +2 John went to the garden. +3 Is John in the bedroom? no 2 +4 John dropped the football. +5 John got the football there. +6 Is John in the garden? yes 2 +7 Daniel got the milk there. +8 Sandra went to the office. +9 Is Sandra in the office? yes 8 +10 Mary journeyed to the hallway. +11 Daniel put down the milk. +12 Is Mary in the hallway? yes 10 +13 Daniel picked up the milk there. +14 Mary picked up the apple there. +15 Is Sandra in the office? yes 8 +1 Daniel journeyed to the garden. +2 Mary went to the hallway. +3 Is Daniel in the bedroom? no 1 +4 Mary went to the garden. +5 Sandra moved to the kitchen. +6 Is Sandra in the bedroom? no 5 +7 John went to the kitchen. +8 Daniel journeyed to the hallway. +9 Is Mary in the bathroom? no 4 +10 Daniel got the football there. +11 John travelled to the office. +12 Is John in the bedroom? no 11 +13 Mary travelled to the bathroom. +14 Mary went to the bedroom. +15 Is Mary in the office? no 14 +1 Daniel grabbed the apple there. +2 John went to the garden. +3 Is John in the bathroom? no 2 +4 Daniel moved to the bathroom. +5 Mary moved to the hallway. +6 Is John in the garden? yes 2 +7 Daniel discarded the apple. +8 Sandra got the apple there. +9 Is Daniel in the kitchen? no 4 +10 Sandra travelled to the garden. +11 Sandra dropped the apple there. +12 Is Mary in the hallway? yes 5 +13 John moved to the office. +14 Sandra travelled to the hallway. +15 Is Sandra in the garden? no 14 +1 Mary picked up the apple there. +2 Daniel travelled to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 John travelled to the garden. +5 Mary travelled to the hallway. +6 Is Mary in the kitchen? no 5 +7 Sandra went back to the hallway. +8 Daniel went to the bedroom. +9 Is Daniel in the garden? no 8 +10 John went to the office. +11 Mary left the apple. +12 Is Daniel in the garden? no 8 +13 John travelled to the bathroom. +14 Sandra moved to the office. +15 Is John in the office? no 13 +1 Mary went to the kitchen. +2 Daniel took the football there. +3 Is Mary in the kitchen? yes 1 +4 Mary went to the hallway. +5 John went to the kitchen. +6 Is Mary in the bathroom? no 4 +7 Mary moved to the garden. +8 Daniel went to the kitchen. +9 Is Mary in the hallway? no 7 +10 John travelled to the hallway. +11 Mary went back to the hallway. +12 Is Daniel in the kitchen? yes 8 +13 Daniel discarded the football there. +14 Daniel got the football there. +15 Is John in the garden? no 10 +1 Sandra went back to the bathroom. +2 Daniel moved to the kitchen. +3 Is Sandra in the bedroom? no 1 +4 Daniel went to the bedroom. +5 Mary went back to the hallway. +6 Is Daniel in the bedroom? yes 4 +7 Mary got the apple there. +8 Daniel went back to the hallway. +9 Is Daniel in the hallway? yes 8 +10 John journeyed to the hallway. +11 Mary went to the bedroom. +12 Is John in the bathroom? no 10 +13 John went back to the bathroom. +14 Sandra grabbed the milk there. +15 Is Daniel in the kitchen? no 8 +1 John went back to the bathroom. +2 Mary moved to the office. +3 Is Mary in the bedroom? no 2 +4 John grabbed the apple there. +5 Daniel went back to the kitchen. +6 Is Daniel in the kitchen? yes 5 +7 Daniel got the milk there. +8 John put down the apple. +9 Is Mary in the office? yes 2 +10 Sandra went back to the garden. +11 Sandra travelled to the bathroom. +12 Is Daniel in the office? no 5 +13 John went to the bedroom. +14 Daniel put down the milk. +15 Is John in the bathroom? no 13 +1 Sandra got the football there. +2 Mary went back to the office. +3 Is Mary in the office? yes 2 +4 Daniel journeyed to the hallway. +5 John went to the garden. +6 Is Mary in the garden? no 2 +7 Daniel took the apple there. +8 Daniel discarded the apple. +9 Is John in the garden? yes 5 +10 Sandra discarded the football there. +11 Sandra picked up the football there. +12 Is John in the bedroom? no 5 +13 Sandra dropped the football. +14 John took the football there. +15 John went to the bathroom. +16 Sandra went to the bedroom. +17 Is John in the bathroom? yes 15 +1 Mary went to the office. +2 Sandra journeyed to the office. +3 Is Sandra in the hallway? no 2 +4 Mary moved to the kitchen. +5 Mary got the milk there. +6 Is Sandra in the office? yes 2 +7 Sandra moved to the garden. +8 Mary went to the bedroom. +9 Is Sandra in the garden? yes 7 +10 Mary dropped the milk. +11 Mary moved to the bathroom. +12 Is Mary in the bathroom? yes 11 +13 Mary picked up the football there. +14 John went to the bathroom. +15 Is Mary in the kitchen? no 11 +1 Sandra journeyed to the hallway. +2 Sandra picked up the milk there. +3 Is Sandra in the office? no 1 +4 Sandra dropped the milk. +5 Sandra got the milk there. +6 Is Sandra in the garden? no 1 +7 Sandra discarded the milk there. +8 Sandra travelled to the bedroom. +9 Is Sandra in the office? no 8 +10 Sandra moved to the bathroom. +11 Sandra took the football there. +12 Is Sandra in the bathroom? yes 10 +13 Daniel went to the bathroom. +14 Mary went to the hallway. +15 Is Daniel in the bathroom? yes 13 +1 John went to the bedroom. +2 John moved to the garden. +3 Is John in the bedroom? no 2 +4 Sandra moved to the office. +5 John went to the bedroom. +6 Is John in the bedroom? yes 5 +7 John moved to the bathroom. +8 John went to the garden. +9 Is John in the garden? yes 8 +10 Daniel travelled to the bedroom. +11 Daniel moved to the bathroom. +12 Is Daniel in the bedroom? no 11 +13 Daniel journeyed to the office. +14 John journeyed to the kitchen. +15 Is Daniel in the bedroom? no 13 +1 Sandra travelled to the garden. +2 Sandra went back to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Mary travelled to the kitchen. +5 Daniel travelled to the bathroom. +6 Is Sandra in the kitchen? yes 2 +7 Daniel journeyed to the hallway. +8 Mary went to the garden. +9 Is Mary in the bedroom? no 8 +10 Sandra grabbed the apple there. +11 John journeyed to the bathroom. +12 Is Daniel in the hallway? yes 7 +13 Sandra travelled to the office. +14 Sandra travelled to the bedroom. +15 Is Sandra in the bedroom? yes 14 +1 Sandra journeyed to the garden. +2 Sandra travelled to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Sandra moved to the bedroom. +5 Daniel journeyed to the bedroom. +6 Is Daniel in the bathroom? no 5 +7 Mary grabbed the apple there. +8 John moved to the kitchen. +9 Is Daniel in the hallway? no 5 +10 Mary put down the apple there. +11 John journeyed to the office. +12 Is John in the bedroom? no 11 +13 Mary got the apple there. +14 Mary put down the apple there. +15 Is John in the bathroom? no 11 +1 Sandra went back to the bedroom. +2 Sandra travelled to the hallway. +3 Is Sandra in the hallway? yes 2 +4 Mary journeyed to the bathroom. +5 Sandra went to the bathroom. +6 Is Sandra in the garden? no 5 +7 John got the milk there. +8 John got the football there. +9 Is Sandra in the bathroom? yes 5 +10 Sandra went to the hallway. +11 Sandra moved to the garden. +12 Is Sandra in the garden? yes 11 +13 Daniel went to the bedroom. +14 Mary went to the kitchen. +15 Is Sandra in the garden? yes 11 +1 Mary picked up the football there. +2 Daniel went back to the bedroom. +3 Is Daniel in the bedroom? yes 2 +4 John went to the bedroom. +5 Daniel travelled to the bathroom. +6 Is Daniel in the bedroom? no 5 +7 Mary moved to the bedroom. +8 Mary put down the football. +9 Is Daniel in the bathroom? yes 5 +10 John took the football there. +11 Daniel grabbed the milk there. +12 Is Mary in the bedroom? yes 7 +13 Sandra journeyed to the hallway. +14 Daniel dropped the milk. +15 Is Sandra in the hallway? yes 13 +1 John grabbed the milk there. +2 Mary journeyed to the kitchen. +3 Is Mary in the garden? no 2 +4 Sandra travelled to the bathroom. +5 Daniel travelled to the hallway. +6 Is Sandra in the garden? no 4 +7 Mary journeyed to the bedroom. +8 Mary journeyed to the bathroom. +9 Is Mary in the bathroom? yes 8 +10 Daniel went back to the kitchen. +11 Mary went to the bedroom. +12 Is Mary in the bedroom? yes 11 +13 Mary moved to the office. +14 Daniel got the apple there. +15 Is Daniel in the kitchen? yes 10 +1 Sandra went back to the bathroom. +2 Sandra took the milk there. +3 Is Sandra in the garden? no 1 +4 Sandra journeyed to the garden. +5 John travelled to the kitchen. +6 Is Sandra in the office? no 4 +7 John went to the hallway. +8 Mary moved to the office. +9 Is John in the hallway? yes 7 +10 Sandra dropped the milk. +11 Mary moved to the kitchen. +12 Is Mary in the garden? no 11 +13 Sandra took the milk there. +14 Daniel travelled to the garden. +15 Is Mary in the garden? no 11 +1 Mary journeyed to the office. +2 John went back to the office. +3 Is John in the office? yes 2 +4 John moved to the bathroom. +5 Daniel travelled to the bathroom. +6 Is Mary in the hallway? no 1 +7 Sandra went back to the office. +8 Sandra went to the bathroom. +9 Is Sandra in the bedroom? no 8 +10 Daniel moved to the bedroom. +11 Sandra journeyed to the kitchen. +12 Is Daniel in the bedroom? yes 10 +13 Daniel went back to the kitchen. +14 Daniel got the apple there. +15 Is Sandra in the kitchen? yes 11 +1 Daniel went to the bedroom. +2 Sandra went back to the hallway. +3 Is Sandra in the garden? no 2 +4 Sandra journeyed to the bathroom. +5 Mary grabbed the milk there. +6 Is Daniel in the garden? no 1 +7 Mary journeyed to the bathroom. +8 Mary dropped the milk. +9 Is Sandra in the bathroom? yes 4 +10 Sandra picked up the milk there. +11 Mary journeyed to the office. +12 Is Mary in the bathroom? no 11 +13 Sandra put down the milk there. +14 John journeyed to the kitchen. +15 Is Mary in the bathroom? no 11 +1 John got the milk there. +2 Mary grabbed the football there. +3 John dropped the milk. +4 Sandra went back to the office. +5 Is Sandra in the office? yes 4 +6 Mary travelled to the bathroom. +7 John travelled to the garden. +8 Is John in the hallway? no 7 +9 Sandra went back to the bathroom. +10 Sandra moved to the office. +11 Is Sandra in the office? yes 10 +12 John travelled to the bathroom. +13 John journeyed to the office. +14 Is John in the hallway? no 13 +15 Sandra journeyed to the garden. +16 Sandra went back to the hallway. +17 Is Sandra in the hallway? yes 16 +1 John travelled to the garden. +2 Daniel went to the garden. +3 Is John in the garden? yes 1 +4 Daniel grabbed the milk there. +5 Sandra journeyed to the bedroom. +6 Is John in the garden? yes 1 +7 Daniel put down the milk. +8 Daniel picked up the milk there. +9 Is Sandra in the garden? no 5 +10 Mary travelled to the kitchen. +11 Sandra picked up the football there. +12 Is Mary in the kitchen? yes 10 +13 Daniel went to the bedroom. +14 Sandra dropped the football there. +15 Is Daniel in the hallway? no 13 +1 Mary journeyed to the office. +2 Daniel took the milk there. +3 Is Mary in the bathroom? no 1 +4 John travelled to the kitchen. +5 Mary journeyed to the kitchen. +6 Is Mary in the kitchen? yes 5 +7 Sandra went back to the bathroom. +8 Mary went to the garden. +9 Is Sandra in the bedroom? no 7 +10 Mary went to the office. +11 John got the apple there. +12 Is Sandra in the garden? no 7 +13 Daniel discarded the milk. +14 John dropped the apple there. +15 Is Mary in the office? yes 10 +1 Sandra moved to the bedroom. +2 John went to the bedroom. +3 Is Sandra in the hallway? no 1 +4 Sandra journeyed to the bathroom. +5 Daniel went back to the office. +6 Is Sandra in the hallway? no 4 +7 Sandra journeyed to the bedroom. +8 John journeyed to the bathroom. +9 Is John in the bathroom? yes 8 +10 John grabbed the milk there. +11 John discarded the milk. +12 Is Sandra in the bedroom? yes 7 +13 Mary went back to the bedroom. +14 John travelled to the garden. +15 Is John in the garden? yes 14 +1 John got the milk there. +2 John journeyed to the hallway. +3 Is John in the hallway? yes 2 +4 Daniel travelled to the kitchen. +5 Daniel travelled to the office. +6 Is John in the hallway? yes 2 +7 Sandra journeyed to the kitchen. +8 Daniel journeyed to the kitchen. +9 Is Sandra in the office? no 7 +10 Mary travelled to the kitchen. +11 John dropped the milk there. +12 Is Sandra in the kitchen? yes 7 +13 John grabbed the milk there. +14 John travelled to the bedroom. +15 Is Daniel in the kitchen? yes 8 +1 Daniel went back to the bathroom. +2 Mary travelled to the hallway. +3 Is Daniel in the kitchen? no 1 +4 Daniel got the football there. +5 Sandra travelled to the office. +6 Is Sandra in the office? yes 5 +7 Mary moved to the office. +8 Daniel left the football. +9 Is Mary in the hallway? no 7 +10 John went to the hallway. +11 Daniel went to the garden. +12 Is Sandra in the office? yes 5 +13 John took the apple there. +14 Sandra went to the kitchen. +15 Is Sandra in the bathroom? no 14 +1 Daniel went to the kitchen. +2 Daniel moved to the garden. +3 Is Daniel in the bedroom? no 2 +4 Mary journeyed to the hallway. +5 Sandra journeyed to the office. +6 Is Mary in the bedroom? no 4 +7 Mary went back to the office. +8 Sandra travelled to the bedroom. +9 Is Mary in the hallway? no 7 +10 John travelled to the bedroom. +11 Sandra travelled to the bathroom. +12 Is John in the bedroom? yes 10 +13 Sandra went to the garden. +14 Mary went back to the hallway. +15 Is Mary in the hallway? yes 14 +1 Sandra got the milk there. +2 Sandra moved to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Sandra moved to the hallway. +5 Daniel went back to the bathroom. +6 Is Daniel in the kitchen? no 5 +7 Mary travelled to the office. +8 Mary got the apple there. +9 Is Sandra in the hallway? yes 4 +10 Sandra put down the milk. +11 Sandra got the milk there. +12 Is Daniel in the hallway? no 5 +13 Sandra moved to the bedroom. +14 Mary left the apple. +15 Is Sandra in the bedroom? yes 13 +1 Sandra took the milk there. +2 Sandra discarded the milk. +3 Sandra grabbed the milk there. +4 Sandra left the milk. +5 Mary travelled to the bedroom. +6 Mary went to the office. +7 Is Mary in the office? yes 6 +8 Sandra took the milk there. +9 Mary journeyed to the garden. +10 Is Mary in the office? no 9 +11 Sandra dropped the milk there. +12 John went back to the bedroom. +13 Is Mary in the garden? yes 9 +14 Daniel journeyed to the bathroom. +15 John took the milk there. +16 Is John in the bedroom? yes 12 +17 John put down the milk. +18 Sandra journeyed to the office. +19 Is John in the bedroom? yes 12 +1 Mary moved to the office. +2 Sandra picked up the apple there. +3 Is Mary in the kitchen? no 1 +4 Daniel went back to the office. +5 Daniel went back to the garden. +6 Is Daniel in the bathroom? no 5 +7 John moved to the garden. +8 Sandra got the milk there. +9 Is Daniel in the bedroom? no 5 +10 Mary took the football there. +11 Mary dropped the football there. +12 Is Daniel in the garden? yes 5 +13 Sandra went to the office. +14 Sandra discarded the milk there. +15 Is Sandra in the office? yes 13 +1 Daniel got the football there. +2 Daniel went to the garden. +3 Is Daniel in the garden? yes 2 +4 John picked up the milk there. +5 Mary went back to the bathroom. +6 Is Daniel in the bathroom? no 2 +7 Sandra moved to the hallway. +8 Daniel put down the football. +9 Is Sandra in the office? no 7 +10 Sandra picked up the apple there. +11 John moved to the bedroom. +12 Is Mary in the bedroom? no 5 +13 Sandra moved to the kitchen. +14 Mary travelled to the hallway. +15 Is Mary in the hallway? yes 14 +1 Mary picked up the apple there. +2 Daniel went back to the office. +3 Is Daniel in the garden? no 2 +4 Mary dropped the apple. +5 Sandra journeyed to the office. +6 Is Sandra in the office? yes 5 +7 Daniel got the football there. +8 John travelled to the garden. +9 Is Sandra in the office? yes 5 +10 Mary travelled to the garden. +11 Daniel left the football. +12 Is Sandra in the office? yes 5 +13 Daniel picked up the football there. +14 Daniel put down the football. +15 Is Mary in the kitchen? no 10 +1 Sandra grabbed the apple there. +2 Sandra got the football there. +3 Daniel grabbed the milk there. +4 Daniel travelled to the garden. +5 Is Daniel in the bathroom? no 4 +6 John went to the garden. +7 Sandra journeyed to the bathroom. +8 Is Sandra in the garden? no 7 +9 Daniel went back to the kitchen. +10 Mary went to the garden. +11 Is John in the bedroom? no 6 +12 Daniel discarded the milk. +13 Daniel journeyed to the bathroom. +14 Is Daniel in the bedroom? no 13 +15 Sandra moved to the bedroom. +16 Daniel travelled to the kitchen. +17 Is Daniel in the kitchen? yes 16 +1 Mary travelled to the bedroom. +2 John got the football there. +3 Is Mary in the bedroom? yes 1 +4 Mary went back to the bathroom. +5 John dropped the football. +6 Is Mary in the bathroom? yes 4 +7 Daniel moved to the hallway. +8 Sandra travelled to the kitchen. +9 Is Daniel in the garden? no 7 +10 Sandra went to the bathroom. +11 John journeyed to the office. +12 Is Daniel in the bedroom? no 7 +13 Daniel took the football there. +14 Mary travelled to the garden. +15 Is Sandra in the bedroom? no 10 +1 Sandra journeyed to the bedroom. +2 Sandra picked up the football there. +3 Is Sandra in the bedroom? yes 1 +4 Daniel moved to the kitchen. +5 Sandra travelled to the kitchen. +6 Is Daniel in the office? no 4 +7 Mary travelled to the bathroom. +8 John journeyed to the office. +9 Is Mary in the hallway? no 7 +10 Sandra discarded the football. +11 Daniel travelled to the bathroom. +12 Is Mary in the bathroom? yes 7 +13 Sandra took the football there. +14 Sandra put down the football. +15 Is John in the kitchen? no 8 +1 Mary went to the bedroom. +2 Mary went to the hallway. +3 Is Mary in the hallway? yes 2 +4 John took the milk there. +5 Mary journeyed to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 Daniel journeyed to the bedroom. +8 Daniel travelled to the bathroom. +9 Is Mary in the bathroom? yes 5 +10 John put down the milk. +11 Mary picked up the milk there. +12 Is Daniel in the bathroom? yes 8 +13 Daniel moved to the hallway. +14 Sandra journeyed to the bedroom. +15 Is Daniel in the hallway? yes 13 +1 John moved to the hallway. +2 Mary picked up the milk there. +3 Is John in the office? no 1 +4 John moved to the bedroom. +5 John picked up the football there. +6 Is John in the bedroom? yes 4 +7 Mary got the apple there. +8 Daniel went to the bathroom. +9 Is Daniel in the bathroom? yes 8 +10 John journeyed to the office. +11 John moved to the bathroom. +12 Is John in the bathroom? yes 11 +13 John left the football. +14 Daniel went back to the garden. +15 Is Daniel in the garden? yes 14 +1 John travelled to the bedroom. +2 Mary went to the office. +3 Is John in the hallway? no 1 +4 Mary picked up the football there. +5 Sandra went back to the garden. +6 Is Mary in the office? yes 2 +7 Mary dropped the football there. +8 Daniel journeyed to the kitchen. +9 Is Daniel in the kitchen? yes 8 +10 Mary took the football there. +11 Daniel got the milk there. +12 Is Sandra in the bathroom? no 5 +13 Daniel discarded the milk. +14 Mary dropped the football. +15 Is Daniel in the office? no 8 +1 Daniel took the milk there. +2 Sandra went to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Mary journeyed to the office. +5 Daniel journeyed to the bedroom. +6 Is Daniel in the bedroom? yes 5 +7 Daniel went to the kitchen. +8 Daniel dropped the milk. +9 Is Mary in the bedroom? no 4 +10 Sandra went to the office. +11 John moved to the kitchen. +12 Is Sandra in the bedroom? no 10 +13 Sandra travelled to the bathroom. +14 Mary travelled to the hallway. +15 Is John in the bathroom? no 11 +1 Daniel moved to the bathroom. +2 Mary went back to the bathroom. +3 Is Daniel in the bathroom? yes 1 +4 John travelled to the garden. +5 Sandra went to the bathroom. +6 Is Sandra in the bathroom? yes 5 +7 Mary picked up the milk there. +8 Mary put down the milk. +9 Is John in the office? no 4 +10 Sandra travelled to the garden. +11 Mary went to the kitchen. +12 Is Sandra in the garden? yes 10 +13 Mary picked up the apple there. +14 Daniel picked up the milk there. +15 Is Sandra in the garden? yes 10 +1 Daniel went to the bedroom. +2 Sandra journeyed to the office. +3 Is Daniel in the bedroom? yes 1 +4 Sandra picked up the football there. +5 Sandra went to the hallway. +6 Is Sandra in the bathroom? no 5 +7 Mary went to the kitchen. +8 John travelled to the bedroom. +9 Is Sandra in the garden? no 5 +10 Sandra discarded the football there. +11 Sandra travelled to the bedroom. +12 Is Sandra in the bedroom? yes 11 +13 Daniel took the milk there. +14 Daniel discarded the milk. +15 Is Sandra in the bedroom? yes 11 +1 Sandra moved to the bedroom. +2 Mary went to the bathroom. +3 Is Mary in the hallway? no 2 +4 Daniel went to the office. +5 Sandra moved to the office. +6 Is Sandra in the bedroom? no 5 +7 John went back to the garden. +8 Mary went back to the bedroom. +9 Is Sandra in the kitchen? no 5 +10 John journeyed to the office. +11 Sandra went back to the bedroom. +12 Is John in the hallway? no 10 +13 Daniel journeyed to the bedroom. +14 Sandra went to the kitchen. +15 Is Sandra in the office? no 14 +1 Sandra travelled to the kitchen. +2 Mary took the apple there. +3 Is Sandra in the office? no 1 +4 Sandra journeyed to the garden. +5 John went to the garden. +6 Is Sandra in the office? no 4 +7 Mary left the apple. +8 Sandra went back to the hallway. +9 Is Sandra in the hallway? yes 8 +10 Daniel went back to the bedroom. +11 John travelled to the hallway. +12 Is Sandra in the bathroom? no 8 +13 Daniel picked up the football there. +14 Sandra journeyed to the kitchen. +15 Is Sandra in the kitchen? yes 14 +1 Daniel grabbed the football there. +2 Daniel went to the garden. +3 Is Daniel in the bedroom? no 2 +4 Mary went back to the hallway. +5 Sandra grabbed the milk there. +6 Is Daniel in the garden? yes 2 +7 Daniel left the football. +8 John journeyed to the office. +9 Is Daniel in the garden? yes 2 +10 Daniel moved to the bedroom. +11 Mary journeyed to the bathroom. +12 Is Mary in the bathroom? yes 11 +13 Daniel went back to the garden. +14 Daniel grabbed the football there. +15 Is Daniel in the garden? yes 13 +1 Daniel went back to the office. +2 Sandra travelled to the bedroom. +3 Is Sandra in the bedroom? yes 2 +4 Daniel took the football there. +5 Daniel went back to the kitchen. +6 Is Daniel in the bathroom? no 5 +7 John grabbed the apple there. +8 John journeyed to the kitchen. +9 Is Sandra in the bedroom? yes 2 +10 John left the apple. +11 Daniel dropped the football. +12 Is John in the garden? no 8 +13 Sandra journeyed to the bathroom. +14 Sandra journeyed to the bedroom. +15 Is John in the kitchen? yes 8 +1 Sandra picked up the apple there. +2 Daniel travelled to the office. +3 Is Daniel in the office? yes 2 +4 Daniel moved to the bathroom. +5 John picked up the milk there. +6 Is Daniel in the hallway? no 4 +7 John left the milk. +8 Daniel grabbed the football there. +9 Is Daniel in the bathroom? yes 4 +10 John grabbed the milk there. +11 Daniel discarded the football. +12 Mary travelled to the bedroom. +13 John journeyed to the kitchen. +14 Is John in the garden? no 13 +15 Mary moved to the garden. +16 Sandra moved to the bathroom. +17 Is Mary in the garden? yes 15 +1 John travelled to the office. +2 Mary journeyed to the garden. +3 Is John in the garden? no 1 +4 Daniel journeyed to the kitchen. +5 Daniel travelled to the bedroom. +6 Is Daniel in the bedroom? yes 5 +7 John went back to the hallway. +8 Sandra went back to the kitchen. +9 Is Sandra in the garden? no 8 +10 John travelled to the bathroom. +11 Daniel grabbed the apple there. +12 Is John in the office? no 10 +13 Daniel dropped the apple. +14 Sandra went back to the bedroom. +15 Is John in the bathroom? yes 10 +1 Mary grabbed the apple there. +2 Mary dropped the apple. +3 Daniel went back to the bathroom. +4 Mary got the apple there. +5 Is Daniel in the bathroom? yes 3 +6 Sandra got the milk there. +7 Mary discarded the apple. +8 Is Daniel in the bathroom? yes 3 +9 Sandra put down the milk. +10 Mary travelled to the kitchen. +11 Is Mary in the hallway? no 10 +12 Daniel journeyed to the bedroom. +13 John went to the garden. +14 Is Mary in the bedroom? no 10 +15 John journeyed to the bedroom. +16 John travelled to the kitchen. +17 Is John in the kitchen? yes 16 +1 Mary went to the hallway. +2 Sandra took the football there. +3 Is Mary in the garden? no 1 +4 Sandra grabbed the milk there. +5 Daniel moved to the bathroom. +6 Is Mary in the bedroom? no 1 +7 Sandra journeyed to the kitchen. +8 Sandra went back to the garden. +9 Is Sandra in the garden? yes 8 +10 Daniel went back to the bedroom. +11 John travelled to the kitchen. +12 Is John in the bedroom? no 11 +13 Daniel journeyed to the kitchen. +14 Sandra went back to the bedroom. +15 Is Sandra in the bedroom? yes 14 +1 Mary went back to the bedroom. +2 Daniel went to the kitchen. +3 Is Daniel in the kitchen? yes 2 +4 John went back to the hallway. +5 Daniel got the milk there. +6 Is John in the kitchen? no 4 +7 Daniel travelled to the bedroom. +8 Sandra went to the hallway. +9 Is Daniel in the garden? no 7 +10 Daniel picked up the apple there. +11 Mary travelled to the office. +12 Is Sandra in the office? no 8 +13 Daniel went back to the kitchen. +14 Daniel dropped the apple. +15 Is Mary in the kitchen? no 11 +1 John travelled to the garden. +2 Sandra journeyed to the hallway. +3 Is John in the bathroom? no 1 +4 Daniel went to the office. +5 Sandra moved to the office. +6 Is Daniel in the garden? no 4 +7 Daniel went back to the garden. +8 Daniel journeyed to the kitchen. +9 Is Daniel in the kitchen? yes 8 +10 Sandra moved to the hallway. +11 Daniel went to the hallway. +12 Is Daniel in the hallway? yes 11 +13 John got the apple there. +14 John left the apple. +15 Is Daniel in the hallway? yes 11 +1 Daniel journeyed to the bedroom. +2 Sandra went to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Daniel picked up the milk there. +5 Mary moved to the bedroom. +6 Is Sandra in the kitchen? yes 2 +7 Mary moved to the garden. +8 Sandra moved to the office. +9 Is Sandra in the office? yes 8 +10 Sandra moved to the kitchen. +11 Daniel travelled to the hallway. +12 Is Daniel in the bathroom? no 11 +13 Daniel went to the garden. +14 Daniel left the milk. +15 Is Sandra in the bedroom? no 10 +1 John journeyed to the bedroom. +2 John journeyed to the garden. +3 Is John in the garden? yes 2 +4 Daniel moved to the hallway. +5 John journeyed to the kitchen. +6 Is Daniel in the hallway? yes 4 +7 John went back to the bedroom. +8 John took the football there. +9 Is John in the bathroom? no 7 +10 Daniel journeyed to the garden. +11 Daniel travelled to the office. +12 Is Daniel in the office? yes 11 +13 John got the apple there. +14 Mary went back to the bedroom. +15 Is Daniel in the office? yes 11 +1 John moved to the bedroom. +2 John took the football there. +3 Is John in the hallway? no 1 +4 Sandra went back to the bedroom. +5 John put down the football. +6 Is Sandra in the office? no 4 +7 Daniel took the apple there. +8 John got the football there. +9 Is Sandra in the bedroom? yes 4 +10 Daniel went back to the kitchen. +11 Daniel dropped the apple there. +12 Is Daniel in the hallway? no 10 +13 Daniel moved to the hallway. +14 Mary journeyed to the office. +15 Is Daniel in the bedroom? no 13 +1 Sandra journeyed to the garden. +2 Sandra travelled to the hallway. +3 Is Sandra in the bedroom? no 2 +4 John moved to the office. +5 John got the football there. +6 Is Sandra in the garden? no 2 +7 John went to the kitchen. +8 John got the milk there. +9 Is John in the kitchen? yes 7 +10 Mary moved to the office. +11 John went back to the hallway. +12 Is Mary in the bathroom? no 10 +13 Sandra went back to the garden. +14 Mary went back to the garden. +15 Is John in the bedroom? no 11 +1 Daniel picked up the apple there. +2 Daniel put down the apple. +3 Sandra travelled to the office. +4 Sandra moved to the garden. +5 Is Sandra in the kitchen? no 4 +6 John moved to the bathroom. +7 Daniel picked up the apple there. +8 Is Sandra in the garden? yes 4 +9 John went back to the office. +10 Sandra went to the hallway. +11 Is John in the office? yes 9 +12 Daniel moved to the garden. +13 Sandra took the milk there. +14 Is John in the office? yes 9 +15 Mary moved to the bathroom. +16 Daniel journeyed to the bathroom. +17 Is Daniel in the garden? no 16 +1 Sandra moved to the garden. +2 John went back to the bedroom. +3 Is Sandra in the office? no 1 +4 John moved to the garden. +5 Mary went to the office. +6 Is John in the hallway? no 4 +7 John travelled to the office. +8 Mary took the football there. +9 Is John in the garden? no 7 +10 Daniel journeyed to the bedroom. +11 Mary put down the football. +12 Is Mary in the hallway? no 5 +13 John picked up the football there. +14 John put down the football there. +15 Is Daniel in the garden? no 10 +1 Mary picked up the apple there. +2 Daniel went to the garden. +3 Is Daniel in the garden? yes 2 +4 John journeyed to the hallway. +5 Mary left the apple. +6 Is John in the kitchen? no 4 +7 Mary grabbed the apple there. +8 Sandra picked up the football there. +9 Is John in the hallway? yes 4 +10 Sandra moved to the garden. +11 John went back to the office. +12 Is John in the office? yes 11 +13 Daniel went back to the bedroom. +14 Mary dropped the apple. +15 Is John in the office? yes 11 +1 John took the apple there. +2 Sandra got the football there. +3 Sandra travelled to the office. +4 John dropped the apple there. +5 Is Sandra in the office? yes 3 +6 Daniel moved to the bathroom. +7 Mary went back to the office. +8 Is Sandra in the office? yes 3 +9 John went to the hallway. +10 Mary took the milk there. +11 Is Mary in the office? yes 7 +12 Daniel travelled to the office. +13 John journeyed to the garden. +14 Is Mary in the kitchen? no 7 +15 Sandra journeyed to the bedroom. +16 Daniel went to the hallway. +17 Is John in the bedroom? no 13 +1 Daniel travelled to the hallway. +2 John took the apple there. +3 Is Daniel in the kitchen? no 1 +4 John discarded the apple there. +5 Mary grabbed the milk there. +6 Is Daniel in the bedroom? no 1 +7 Mary discarded the milk. +8 John moved to the kitchen. +9 Is John in the kitchen? yes 8 +10 John moved to the bedroom. +11 Mary took the milk there. +12 Is John in the bedroom? yes 10 +13 John travelled to the hallway. +14 Mary left the milk. +15 Is John in the bathroom? no 13 +1 Daniel took the apple there. +2 Mary went to the hallway. +3 Is Mary in the bathroom? no 2 +4 Sandra went to the garden. +5 Daniel travelled to the garden. +6 Is Sandra in the office? no 4 +7 Daniel journeyed to the kitchen. +8 Daniel journeyed to the bedroom. +9 Is Mary in the hallway? yes 2 +10 John travelled to the bathroom. +11 Mary went back to the bathroom. +12 Is Daniel in the bathroom? no 8 +13 John went to the kitchen. +14 Sandra grabbed the football there. +15 Is Daniel in the kitchen? no 8 +1 Sandra travelled to the bedroom. +2 Daniel went back to the bedroom. +3 Is Daniel in the kitchen? no 2 +4 Daniel journeyed to the bathroom. +5 John went back to the hallway. +6 Is John in the kitchen? no 5 +7 John got the milk there. +8 Sandra grabbed the apple there. +9 Is John in the hallway? yes 5 +10 John moved to the garden. +11 John put down the milk. +12 Is John in the hallway? no 10 +13 Daniel went back to the garden. +14 Daniel took the football there. +15 Is John in the bedroom? no 10 +1 John went back to the kitchen. +2 Daniel moved to the office. +3 Is John in the bathroom? no 1 +4 Mary got the football there. +5 Daniel travelled to the bedroom. +6 Is Daniel in the kitchen? no 5 +7 Mary travelled to the office. +8 Mary went to the kitchen. +9 Is Mary in the kitchen? yes 8 +10 Sandra moved to the hallway. +11 Mary went to the office. +12 Is Daniel in the office? no 5 +13 Sandra took the apple there. +14 Sandra dropped the apple. +15 Is Sandra in the hallway? yes 10 +1 Sandra picked up the apple there. +2 Sandra left the apple. +3 John went back to the bedroom. +4 Mary journeyed to the office. +5 Is Mary in the office? yes 4 +6 Daniel grabbed the apple there. +7 Daniel dropped the apple. +8 Is Mary in the office? yes 4 +9 Daniel got the apple there. +10 Daniel put down the apple. +11 Is Mary in the kitchen? no 4 +12 Mary took the milk there. +13 Sandra got the apple there. +14 Sandra journeyed to the kitchen. +15 Sandra discarded the apple. +16 Is Sandra in the hallway? no 14 +17 Sandra took the apple there. +18 Daniel moved to the kitchen. +19 Is Sandra in the kitchen? yes 14 +1 Daniel journeyed to the bedroom. +2 Daniel moved to the kitchen. +3 Is Daniel in the bathroom? no 2 +4 Sandra journeyed to the kitchen. +5 Sandra went back to the garden. +6 Is Daniel in the bathroom? no 2 +7 John went back to the bathroom. +8 Daniel took the football there. +9 Is Sandra in the kitchen? no 5 +10 Daniel travelled to the hallway. +11 Mary moved to the garden. +12 Is Mary in the hallway? no 11 +13 Sandra went to the office. +14 Daniel left the football. +15 Is Daniel in the bathroom? no 10 +1 John went to the kitchen. +2 Mary went back to the bedroom. +3 Is John in the bathroom? no 1 +4 Sandra took the football there. +5 Sandra went back to the kitchen. +6 Is Mary in the bedroom? yes 2 +7 John went to the hallway. +8 John travelled to the office. +9 Is John in the office? yes 8 +10 Sandra went back to the garden. +11 Sandra picked up the apple there. +12 Is John in the office? yes 8 +13 Sandra travelled to the kitchen. +14 Sandra discarded the apple. +15 Is John in the office? yes 8 +1 John picked up the milk there. +2 John went back to the bathroom. +3 Is John in the bedroom? no 2 +4 John put down the milk. +5 Sandra travelled to the kitchen. +6 Is John in the bathroom? yes 2 +7 John got the milk there. +8 John dropped the milk. +9 Is Sandra in the bathroom? no 5 +10 Mary went to the bedroom. +11 Sandra got the football there. +12 Is Mary in the bedroom? yes 10 +13 Sandra went to the garden. +14 Daniel picked up the milk there. +15 Is Mary in the bedroom? yes 10 +1 John journeyed to the bedroom. +2 Sandra travelled to the garden. +3 Is John in the bedroom? yes 1 +4 Daniel journeyed to the garden. +5 Mary got the milk there. +6 Is Sandra in the hallway? no 2 +7 Mary dropped the milk. +8 Mary went back to the hallway. +9 Is Daniel in the hallway? no 4 +10 John went back to the kitchen. +11 Daniel went to the bedroom. +12 Is John in the kitchen? yes 10 +13 Mary went to the garden. +14 John went to the office. +15 Is Mary in the kitchen? no 13 +1 John travelled to the bathroom. +2 Daniel travelled to the garden. +3 Is John in the garden? no 1 +4 Mary grabbed the milk there. +5 Mary travelled to the hallway. +6 Is Daniel in the garden? yes 2 +7 Mary took the football there. +8 Mary journeyed to the bathroom. +9 Is Mary in the bathroom? yes 8 +10 Mary travelled to the hallway. +11 Mary left the football. +12 Is Mary in the hallway? yes 10 +13 Daniel travelled to the bathroom. +14 Mary grabbed the football there. +15 Is Daniel in the bathroom? yes 13 +1 Mary got the football there. +2 Sandra travelled to the garden. +3 Is Sandra in the kitchen? no 2 +4 Daniel went back to the garden. +5 Sandra got the apple there. +6 Is Sandra in the office? no 2 +7 John travelled to the office. +8 John journeyed to the bathroom. +9 Is Sandra in the bedroom? no 2 +10 Mary put down the football. +11 Sandra put down the apple. +12 Is John in the bathroom? yes 8 +13 Mary journeyed to the office. +14 Sandra picked up the apple there. +15 Is Mary in the bedroom? no 13 +1 Sandra travelled to the garden. +2 John went back to the hallway. +3 Is Sandra in the garden? yes 1 +4 Sandra journeyed to the bedroom. +5 Daniel got the apple there. +6 Is Sandra in the hallway? no 4 +7 Daniel dropped the apple. +8 Daniel picked up the milk there. +9 Is Sandra in the bedroom? yes 4 +10 Mary went back to the office. +11 Daniel left the milk. +12 Is Mary in the hallway? no 10 +13 Daniel grabbed the apple there. +14 Mary moved to the bedroom. +15 Is Mary in the garden? no 14 +1 Mary grabbed the football there. +2 Mary discarded the football. +3 John went back to the kitchen. +4 Sandra went to the garden. +5 Is Sandra in the garden? yes 4 +6 John journeyed to the hallway. +7 Mary moved to the kitchen. +8 Is John in the hallway? yes 6 +9 John travelled to the office. +10 Sandra got the football there. +11 Is John in the office? yes 9 +12 Sandra moved to the hallway. +13 Sandra travelled to the office. +14 Is Sandra in the office? yes 13 +15 Sandra discarded the football. +16 Sandra moved to the garden. +17 Is Sandra in the garden? yes 16 +1 Sandra journeyed to the bathroom. +2 Sandra journeyed to the kitchen. +3 Is Sandra in the office? no 2 +4 Sandra got the milk there. +5 Daniel went back to the office. +6 Is Sandra in the kitchen? yes 2 +7 Sandra moved to the bathroom. +8 Sandra journeyed to the hallway. +9 Is Sandra in the hallway? yes 8 +10 John travelled to the hallway. +11 Sandra put down the milk. +12 Is John in the hallway? yes 10 +13 John picked up the milk there. +14 John went back to the kitchen. +15 Is John in the kitchen? yes 14 +1 Mary went to the garden. +2 Sandra travelled to the bedroom. +3 Is Mary in the garden? yes 1 +4 John journeyed to the garden. +5 Sandra moved to the hallway. +6 Is John in the garden? yes 4 +7 Mary went back to the hallway. +8 Mary travelled to the office. +9 Is John in the garden? yes 4 +10 Sandra went back to the office. +11 Daniel travelled to the kitchen. +12 Is Daniel in the kitchen? yes 11 +13 Mary went to the garden. +14 Mary travelled to the bathroom. +15 Is Mary in the bathroom? yes 14 +1 Sandra went to the kitchen. +2 Mary went back to the garden. +3 Is Sandra in the kitchen? yes 1 +4 Sandra took the football there. +5 Daniel moved to the office. +6 Is Daniel in the garden? no 5 +7 Sandra travelled to the office. +8 Sandra left the football. +9 Is Sandra in the office? yes 7 +10 Sandra went back to the hallway. +11 Sandra took the milk there. +12 Is Sandra in the hallway? yes 10 +13 Mary went to the kitchen. +14 Daniel took the football there. +15 Is Sandra in the hallway? yes 10 +1 Mary travelled to the hallway. +2 John went back to the garden. +3 Is John in the garden? yes 2 +4 Daniel travelled to the kitchen. +5 John journeyed to the office. +6 Is Daniel in the kitchen? yes 4 +7 John journeyed to the garden. +8 Sandra grabbed the football there. +9 Is Daniel in the garden? no 4 +10 John travelled to the hallway. +11 John journeyed to the garden. +12 Is John in the garden? yes 11 +13 Mary went to the bedroom. +14 Sandra put down the football. +15 Is John in the garden? yes 11 +1 Daniel got the apple there. +2 Daniel moved to the office. +3 Is Daniel in the office? yes 2 +4 Mary went to the bathroom. +5 John travelled to the kitchen. +6 Is Mary in the bathroom? yes 4 +7 Mary moved to the office. +8 John journeyed to the garden. +9 Is Mary in the garden? no 7 +10 Daniel discarded the apple. +11 Daniel took the milk there. +12 Is Mary in the kitchen? no 7 +13 Daniel travelled to the bedroom. +14 Mary grabbed the apple there. +15 Is Daniel in the bedroom? yes 13 +1 Mary went to the garden. +2 Mary picked up the apple there. +3 Is Mary in the garden? yes 1 +4 John took the football there. +5 Mary travelled to the office. +6 Is Mary in the garden? no 5 +7 Mary grabbed the milk there. +8 Daniel moved to the bedroom. +9 Is Daniel in the bedroom? yes 8 +10 Mary journeyed to the bathroom. +11 Sandra went back to the bedroom. +12 Is Sandra in the bedroom? yes 11 +13 Mary discarded the apple. +14 Mary dropped the milk there. +15 Is Daniel in the kitchen? no 8 +1 Mary journeyed to the office. +2 Daniel travelled to the office. +3 Is Daniel in the hallway? no 2 +4 Sandra went to the office. +5 Daniel got the apple there. +6 Is Daniel in the office? yes 2 +7 Daniel put down the apple. +8 Mary journeyed to the bathroom. +9 Is Daniel in the office? yes 2 +10 John picked up the milk there. +11 Sandra picked up the apple there. +12 Is Mary in the garden? no 8 +13 John travelled to the office. +14 Daniel went back to the hallway. +15 Is Daniel in the hallway? yes 14 +1 Sandra journeyed to the bedroom. +2 Mary went back to the garden. +3 Is Sandra in the kitchen? no 1 +4 Mary journeyed to the office. +5 Daniel journeyed to the bathroom. +6 Is Mary in the office? yes 4 +7 Sandra moved to the kitchen. +8 Daniel went back to the hallway. +9 Is Daniel in the bathroom? no 8 +10 John journeyed to the bedroom. +11 Sandra journeyed to the hallway. +12 Is John in the bedroom? yes 10 +13 Mary travelled to the bedroom. +14 Mary grabbed the football there. +15 Is John in the garden? no 10 +1 Sandra moved to the office. +2 John journeyed to the hallway. +3 Is Sandra in the hallway? no 1 +4 Daniel grabbed the football there. +5 Sandra travelled to the hallway. +6 Is Sandra in the hallway? yes 5 +7 Daniel travelled to the bedroom. +8 Daniel went back to the bathroom. +9 Is John in the hallway? yes 2 +10 Daniel travelled to the bedroom. +11 Daniel took the apple there. +12 Is Sandra in the hallway? yes 5 +13 John moved to the bedroom. +14 Daniel left the football. +15 Is John in the bedroom? yes 13 +1 Sandra grabbed the apple there. +2 Sandra left the apple there. +3 Sandra picked up the apple there. +4 Mary went to the hallway. +5 Is Mary in the bedroom? no 4 +6 John moved to the bedroom. +7 Sandra dropped the apple. +8 Is Mary in the bathroom? no 4 +9 Sandra journeyed to the garden. +10 John journeyed to the kitchen. +11 Is John in the kitchen? yes 10 +12 Daniel journeyed to the bedroom. +13 Sandra got the milk there. +14 Is John in the kitchen? yes 10 +15 Sandra went to the kitchen. +16 Daniel went to the bathroom. +17 Is Daniel in the bathroom? yes 16 +1 John journeyed to the hallway. +2 Daniel journeyed to the kitchen. +3 Is John in the kitchen? no 1 +4 Daniel grabbed the milk there. +5 Daniel put down the milk. +6 Is John in the hallway? yes 1 +7 Sandra went to the kitchen. +8 John journeyed to the office. +9 Is Sandra in the kitchen? yes 7 +10 Daniel travelled to the office. +11 Sandra travelled to the bathroom. +12 Is Daniel in the hallway? no 10 +13 John journeyed to the garden. +14 Sandra went back to the hallway. +15 Is Sandra in the hallway? yes 14 +1 Sandra moved to the hallway. +2 John travelled to the hallway. +3 Is Sandra in the hallway? yes 1 +4 Daniel journeyed to the office. +5 Sandra moved to the bedroom. +6 Is John in the office? no 2 +7 Sandra journeyed to the bathroom. +8 Sandra moved to the bedroom. +9 Is Sandra in the garden? no 8 +10 Mary travelled to the hallway. +11 John went back to the office. +12 Is Sandra in the kitchen? no 8 +13 John journeyed to the hallway. +14 Daniel went to the kitchen. +15 Is John in the hallway? yes 13 +1 Sandra went back to the office. +2 Daniel went to the bathroom. +3 Is Daniel in the bathroom? yes 2 +4 Daniel moved to the hallway. +5 Mary journeyed to the garden. +6 Is Sandra in the bathroom? no 1 +7 Daniel moved to the bedroom. +8 Mary moved to the hallway. +9 Is Mary in the garden? no 8 +10 Sandra went back to the garden. +11 Mary took the apple there. +12 Is Daniel in the bedroom? yes 7 +13 Sandra picked up the milk there. +14 Mary left the apple. +15 Is Sandra in the bathroom? no 10 +1 Daniel journeyed to the hallway. +2 Sandra went to the office. +3 Is Daniel in the hallway? yes 1 +4 John went back to the bedroom. +5 Daniel went to the bathroom. +6 Is Daniel in the garden? no 5 +7 John went back to the garden. +8 Sandra went back to the bathroom. +9 Is John in the garden? yes 7 +10 Sandra journeyed to the kitchen. +11 Mary went to the kitchen. +12 Is Sandra in the kitchen? yes 10 +13 Mary moved to the bathroom. +14 Daniel journeyed to the bedroom. +15 Is Daniel in the bedroom? yes 14 +1 Sandra journeyed to the garden. +2 Mary took the football there. +3 Is Sandra in the garden? yes 1 +4 Daniel went to the bathroom. +5 John journeyed to the garden. +6 Is Sandra in the hallway? no 1 +7 John took the apple there. +8 Sandra went back to the hallway. +9 Is Sandra in the bathroom? no 8 +10 Sandra took the milk there. +11 John left the apple. +12 Is John in the garden? yes 5 +13 Mary moved to the kitchen. +14 John went back to the kitchen. +15 Is John in the office? no 14 +1 Mary got the milk there. +2 Sandra got the apple there. +3 John travelled to the office. +4 Mary moved to the bathroom. +5 Is Mary in the bathroom? yes 4 +6 Daniel grabbed the football there. +7 Sandra went back to the bedroom. +8 Is John in the office? yes 3 +9 Mary discarded the milk. +10 Sandra went to the kitchen. +11 Is Sandra in the kitchen? yes 10 +12 John journeyed to the hallway. +13 Mary journeyed to the bedroom. +14 Is Sandra in the kitchen? yes 10 +15 John journeyed to the kitchen. +16 Sandra put down the apple there. +17 Is John in the kitchen? yes 15 +1 Daniel went back to the kitchen. +2 Mary grabbed the milk there. +3 Is Daniel in the kitchen? yes 1 +4 Mary moved to the garden. +5 Sandra travelled to the bathroom. +6 Is Mary in the hallway? no 4 +7 Daniel travelled to the garden. +8 Mary put down the milk. +9 Is Daniel in the garden? yes 7 +10 Daniel moved to the office. +11 Mary moved to the bedroom. +12 Is Mary in the bedroom? yes 11 +13 John moved to the hallway. +14 Mary travelled to the kitchen. +15 Is John in the bathroom? no 13 +1 Mary journeyed to the hallway. +2 Mary went to the bedroom. +3 Is Mary in the hallway? no 2 +4 John moved to the kitchen. +5 John went to the hallway. +6 Is Mary in the office? no 2 +7 Sandra travelled to the bedroom. +8 Daniel went to the bedroom. +9 Is Mary in the bedroom? yes 2 +10 Daniel travelled to the bathroom. +11 Daniel went to the garden. +12 Is John in the hallway? yes 5 +13 John travelled to the office. +14 Daniel picked up the football there. +15 Is Daniel in the garden? yes 11 +1 Mary travelled to the hallway. +2 Sandra went back to the bathroom. +3 Is Mary in the hallway? yes 1 +4 John travelled to the bathroom. +5 Daniel went to the bathroom. +6 Is Sandra in the hallway? no 2 +7 John got the apple there. +8 John journeyed to the garden. +9 Is Sandra in the hallway? no 2 +10 John discarded the apple. +11 Mary moved to the kitchen. +12 Is Daniel in the kitchen? no 5 +13 Mary grabbed the milk there. +14 John got the apple there. +15 Is John in the bathroom? no 8 +1 John went to the bathroom. +2 Daniel got the football there. +3 Is John in the office? no 1 +4 Sandra went to the office. +5 John moved to the office. +6 Is John in the kitchen? no 5 +7 Daniel picked up the apple there. +8 Sandra journeyed to the kitchen. +9 Is John in the hallway? no 5 +10 Sandra went back to the hallway. +11 Sandra moved to the garden. +12 Is John in the office? yes 5 +13 Mary went back to the bathroom. +14 Daniel journeyed to the hallway. +15 Is Sandra in the garden? yes 11 +1 Daniel moved to the hallway. +2 Mary took the football there. +3 Is Daniel in the hallway? yes 1 +4 John travelled to the office. +5 Sandra journeyed to the garden. +6 Is Sandra in the bathroom? no 5 +7 Sandra travelled to the office. +8 Daniel picked up the apple there. +9 Is Sandra in the bathroom? no 7 +10 Daniel travelled to the kitchen. +11 Sandra went back to the bedroom. +12 Is Sandra in the office? no 11 +13 Mary went to the office. +14 Daniel dropped the apple. +15 Is Daniel in the kitchen? yes 10 +1 Sandra travelled to the kitchen. +2 Sandra went to the bathroom. +3 Is Sandra in the kitchen? no 2 +4 Daniel took the apple there. +5 Sandra moved to the bedroom. +6 Is Sandra in the bathroom? no 5 +7 Daniel went to the bathroom. +8 Mary travelled to the bathroom. +9 Is Daniel in the bedroom? no 7 +10 Mary went to the hallway. +11 John picked up the football there. +12 Is Daniel in the garden? no 7 +13 Daniel went to the garden. +14 Mary picked up the milk there. +15 Is Mary in the hallway? yes 10 +1 Mary grabbed the milk there. +2 Mary travelled to the hallway. +3 Is Mary in the bathroom? no 2 +4 John travelled to the garden. +5 Daniel moved to the hallway. +6 Is Daniel in the bedroom? no 5 +7 Daniel journeyed to the bathroom. +8 John moved to the office. +9 Is John in the hallway? no 8 +10 John went to the bedroom. +11 Mary got the football there. +12 Is John in the office? no 10 +13 Daniel went back to the kitchen. +14 Mary left the milk. +15 Is John in the garden? no 10 +1 Daniel travelled to the office. +2 Sandra went back to the garden. +3 Is Daniel in the office? yes 1 +4 Daniel moved to the hallway. +5 Daniel moved to the bathroom. +6 Is Sandra in the bedroom? no 2 +7 Sandra journeyed to the hallway. +8 Sandra journeyed to the bathroom. +9 Is Daniel in the bathroom? yes 5 +10 Sandra travelled to the bedroom. +11 Daniel grabbed the milk there. +12 Is Sandra in the bedroom? yes 10 +13 John went to the office. +14 Sandra went back to the hallway. +15 Is Sandra in the hallway? yes 14 +1 Daniel travelled to the bedroom. +2 Mary travelled to the hallway. +3 Is Mary in the bedroom? no 2 +4 Mary travelled to the bathroom. +5 Sandra went to the hallway. +6 Is Sandra in the hallway? yes 5 +7 John went back to the office. +8 Daniel took the apple there. +9 Is Mary in the kitchen? no 4 +10 Daniel went back to the kitchen. +11 Daniel grabbed the milk there. +12 Is Daniel in the hallway? no 10 +13 John went to the garden. +14 John got the football there. +15 Is John in the garden? yes 13 +1 Mary moved to the office. +2 Mary travelled to the kitchen. +3 Is Mary in the kitchen? yes 2 +4 John journeyed to the hallway. +5 Mary moved to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 John got the milk there. +8 Daniel journeyed to the hallway. +9 Is Mary in the bedroom? no 5 +10 John dropped the milk. +11 Daniel took the milk there. +12 Is Daniel in the garden? no 8 +13 John went back to the garden. +14 John went to the bathroom. +15 Is Daniel in the bedroom? no 8 +1 Daniel grabbed the apple there. +2 Sandra got the football there. +3 Daniel picked up the milk there. +4 Daniel discarded the apple there. +5 Mary moved to the bedroom. +6 Mary got the apple there. +7 Is Mary in the bedroom? yes 5 +8 Sandra put down the football. +9 Sandra took the football there. +10 Is Mary in the kitchen? no 5 +11 Daniel travelled to the garden. +12 Sandra dropped the football. +13 Is Daniel in the garden? yes 11 +14 Mary went to the bathroom. +15 Daniel travelled to the kitchen. +16 Is Daniel in the kitchen? yes 15 +17 Mary went back to the bedroom. +18 Mary took the football there. +19 Is Mary in the bedroom? yes 17 +1 Daniel travelled to the bathroom. +2 Mary moved to the bedroom. +3 Is Mary in the bathroom? no 2 +4 John journeyed to the hallway. +5 John moved to the bathroom. +6 Is Mary in the bedroom? yes 2 +7 John went back to the kitchen. +8 John got the apple there. +9 Is John in the garden? no 7 +10 Sandra moved to the garden. +11 Daniel moved to the garden. +12 Is Sandra in the bedroom? no 10 +13 John dropped the apple. +14 Mary went back to the bathroom. +15 Is Daniel in the office? no 11 +1 Sandra went to the bathroom. +2 Daniel went to the bedroom. +3 Is Daniel in the garden? no 2 +4 John went back to the office. +5 John went to the kitchen. +6 Is John in the kitchen? yes 5 +7 Sandra picked up the milk there. +8 Sandra picked up the football there. +9 Is John in the bedroom? no 5 +10 John travelled to the garden. +11 Sandra put down the football. +12 Is John in the garden? yes 10 +13 Sandra put down the milk. +14 Sandra travelled to the kitchen. +15 Is Sandra in the office? no 14 +1 Mary went back to the hallway. +2 Mary travelled to the garden. +3 Is Mary in the hallway? no 2 +4 Sandra picked up the apple there. +5 Sandra went back to the office. +6 Is Sandra in the kitchen? no 5 +7 Daniel moved to the kitchen. +8 Daniel grabbed the milk there. +9 Is Daniel in the kitchen? yes 7 +10 Mary got the football there. +11 Daniel dropped the milk. +12 Is Sandra in the office? yes 5 +13 Mary left the football. +14 John moved to the kitchen. +15 Is John in the office? no 14 +1 Mary picked up the milk there. +2 John grabbed the football there. +3 John discarded the football. +4 Sandra went back to the bedroom. +5 Is Sandra in the bedroom? yes 4 +6 Mary put down the milk. +7 John got the football there. +8 Is Sandra in the hallway? no 4 +9 Mary took the milk there. +10 John discarded the football. +11 Is Sandra in the hallway? no 4 +12 Daniel journeyed to the bathroom. +13 Sandra journeyed to the garden. +14 Is Daniel in the bathroom? yes 12 +15 Mary left the milk. +16 John journeyed to the garden. +17 Is Daniel in the bathroom? yes 12 +1 Mary went back to the hallway. +2 John got the football there. +3 Is Mary in the hallway? yes 1 +4 Daniel moved to the hallway. +5 John journeyed to the hallway. +6 Is Mary in the bathroom? no 1 +7 Daniel went to the kitchen. +8 John left the football there. +9 Is Daniel in the bedroom? no 7 +10 Mary went back to the kitchen. +11 John picked up the football there. +12 Is Mary in the garden? no 10 +13 John went to the kitchen. +14 Sandra went to the kitchen. +15 Is Sandra in the kitchen? yes 14 +1 John went to the kitchen. +2 Daniel went back to the hallway. +3 Is John in the kitchen? yes 1 +4 Mary travelled to the kitchen. +5 Sandra went to the garden. +6 Is Sandra in the garden? yes 5 +7 Daniel moved to the garden. +8 Mary went back to the garden. +9 Is Daniel in the office? no 7 +10 Daniel moved to the office. +11 Sandra went back to the bathroom. +12 Is Sandra in the hallway? no 11 +13 Sandra grabbed the milk there. +14 Mary went back to the kitchen. +15 Is Mary in the kitchen? yes 14 +1 Sandra moved to the hallway. +2 Sandra grabbed the football there. +3 Is Sandra in the garden? no 1 +4 Daniel took the apple there. +5 Mary grabbed the milk there. +6 Is Sandra in the hallway? yes 1 +7 Mary went to the hallway. +8 John went back to the office. +9 Is John in the office? yes 8 +10 John went back to the bedroom. +11 Sandra discarded the football. +12 Is Mary in the hallway? yes 7 +13 Sandra went to the bedroom. +14 Mary went back to the bathroom. +15 Is Sandra in the bathroom? no 13 +1 Mary went to the bathroom. +2 Sandra travelled to the garden. +3 Is Sandra in the garden? yes 2 +4 John travelled to the hallway. +5 Mary moved to the kitchen. +6 Is John in the hallway? yes 4 +7 Sandra journeyed to the kitchen. +8 John got the football there. +9 Is Mary in the garden? no 5 +10 Sandra went to the garden. +11 John moved to the kitchen. +12 Is John in the kitchen? yes 11 +13 Daniel went back to the bathroom. +14 Sandra went back to the kitchen. +15 Is Sandra in the kitchen? yes 14 +1 Daniel grabbed the apple there. +2 Daniel moved to the bathroom. +3 Is Daniel in the bedroom? no 2 +4 Daniel journeyed to the office. +5 John went to the bedroom. +6 Is Daniel in the hallway? no 4 +7 Mary moved to the office. +8 Daniel discarded the apple. +9 Is John in the bedroom? yes 5 +10 Daniel got the apple there. +11 Mary moved to the hallway. +12 Is Mary in the hallway? yes 11 +13 John journeyed to the bathroom. +14 John grabbed the football there. +15 Is Mary in the hallway? yes 11 +1 Mary journeyed to the garden. +2 Mary went to the office. +3 Is Mary in the bathroom? no 2 +4 Mary went to the bathroom. +5 John journeyed to the bathroom. +6 Is Mary in the hallway? no 4 +7 Sandra went to the bathroom. +8 John travelled to the bedroom. +9 Is Mary in the garden? no 4 +10 Daniel went back to the bathroom. +11 Mary went back to the office. +12 Is Sandra in the kitchen? no 7 +13 Daniel went back to the office. +14 Sandra moved to the garden. +15 Is Daniel in the bedroom? no 13 +1 Mary journeyed to the bedroom. +2 Daniel took the apple there. +3 Is Mary in the bedroom? yes 1 +4 Daniel got the milk there. +5 Mary went to the garden. +6 Is Mary in the garden? yes 5 +7 Daniel discarded the apple. +8 Sandra journeyed to the office. +9 Is Sandra in the office? yes 8 +10 John picked up the apple there. +11 Daniel discarded the milk there. +12 Is Sandra in the bedroom? no 8 +13 Daniel picked up the milk there. +14 Daniel travelled to the garden. +15 Is Sandra in the office? yes 8 +1 John travelled to the office. +2 Daniel went to the office. +3 Is John in the hallway? no 1 +4 Daniel moved to the bathroom. +5 Mary moved to the office. +6 Is John in the office? yes 1 +7 Sandra journeyed to the kitchen. +8 Mary travelled to the bathroom. +9 Is Mary in the kitchen? no 8 +10 Sandra travelled to the hallway. +11 Daniel picked up the milk there. +12 Is Sandra in the bathroom? no 10 +13 John took the apple there. +14 John travelled to the garden. +15 Is John in the hallway? no 14 +1 Sandra got the apple there. +2 John travelled to the bathroom. +3 Is John in the bedroom? no 2 +4 Mary picked up the milk there. +5 Mary moved to the bathroom. +6 Is Mary in the garden? no 5 +7 Sandra went back to the bedroom. +8 Sandra journeyed to the bathroom. +9 Is Sandra in the office? no 8 +10 Daniel went back to the bathroom. +11 Mary moved to the hallway. +12 Is Daniel in the kitchen? no 10 +13 John moved to the bedroom. +14 Mary put down the milk. +15 Is Mary in the hallway? yes 11 +1 Mary grabbed the milk there. +2 Daniel picked up the football there. +3 John got the apple there. +4 Sandra went to the kitchen. +5 Is Sandra in the kitchen? yes 4 +6 Daniel left the football. +7 Sandra went to the office. +8 Is Sandra in the office? yes 7 +9 Daniel grabbed the football there. +10 Sandra travelled to the hallway. +11 Is Sandra in the hallway? yes 10 +12 John travelled to the office. +13 Daniel dropped the football. +14 Is John in the garden? no 12 +15 Mary went to the hallway. +16 Sandra moved to the kitchen. +17 Is Sandra in the office? no 16 +1 Sandra moved to the garden. +2 Sandra picked up the milk there. +3 Is Sandra in the bathroom? no 1 +4 John moved to the hallway. +5 Mary moved to the kitchen. +6 Is Mary in the bathroom? no 5 +7 John went back to the kitchen. +8 Sandra journeyed to the kitchen. +9 Is John in the office? no 7 +10 Mary went back to the bathroom. +11 Daniel went to the hallway. +12 Is John in the kitchen? yes 7 +13 Daniel journeyed to the office. +14 Mary got the football there. +15 Is Daniel in the kitchen? no 13 +1 Sandra moved to the kitchen. +2 Mary grabbed the football there. +3 Is Sandra in the kitchen? yes 1 +4 John moved to the kitchen. +5 Mary dropped the football. +6 Is Sandra in the kitchen? yes 1 +7 Sandra travelled to the bedroom. +8 Mary took the football there. +9 Is Sandra in the office? no 7 +10 Daniel travelled to the kitchen. +11 Daniel picked up the apple there. +12 Is Daniel in the kitchen? yes 10 +13 Daniel went back to the bathroom. +14 Daniel left the apple there. +15 Is Daniel in the bathroom? yes 13 +1 Daniel moved to the kitchen. +2 Daniel went to the bathroom. +3 Is Daniel in the bedroom? no 2 +4 Daniel went back to the kitchen. +5 Mary took the milk there. +6 Is Daniel in the kitchen? yes 4 +7 John grabbed the apple there. +8 John dropped the apple there. +9 Is Daniel in the hallway? no 4 +10 John journeyed to the bedroom. +11 Mary put down the milk there. +12 Is John in the bedroom? yes 10 +13 Daniel went back to the bedroom. +14 Daniel went back to the bathroom. +15 Is Daniel in the kitchen? no 14 +1 Daniel went back to the garden. +2 John journeyed to the hallway. +3 Is Daniel in the hallway? no 1 +4 Daniel travelled to the bedroom. +5 Sandra moved to the office. +6 Is Sandra in the kitchen? no 5 +7 Daniel moved to the office. +8 John journeyed to the garden. +9 Is Daniel in the office? yes 7 +10 John went back to the office. +11 Mary went back to the garden. +12 Is Mary in the bathroom? no 11 +13 Sandra went to the bedroom. +14 Daniel went back to the bathroom. +15 Is John in the office? yes 10 +1 John journeyed to the bathroom. +2 Sandra went to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 John journeyed to the bedroom. +5 Sandra took the milk there. +6 Is John in the hallway? no 4 +7 Sandra put down the milk there. +8 Mary went to the hallway. +9 Is Sandra in the garden? no 2 +10 Daniel journeyed to the office. +11 Sandra went back to the bedroom. +12 Is Mary in the office? no 8 +13 Sandra went to the bathroom. +14 Daniel went back to the kitchen. +15 Is Daniel in the hallway? no 14 +1 Sandra travelled to the kitchen. +2 Mary got the football there. +3 Is Sandra in the kitchen? yes 1 +4 Daniel travelled to the kitchen. +5 John travelled to the garden. +6 Is Daniel in the kitchen? yes 4 +7 Daniel picked up the milk there. +8 Mary left the football there. +9 Is Daniel in the kitchen? yes 4 +10 Daniel went to the garden. +11 Sandra went to the bathroom. +12 Is Sandra in the hallway? no 11 +13 Mary went back to the hallway. +14 Daniel discarded the milk. +15 Is Sandra in the kitchen? no 11 +1 Mary moved to the kitchen. +2 Sandra moved to the hallway. +3 Is Sandra in the kitchen? no 2 +4 Mary journeyed to the hallway. +5 Daniel went back to the garden. +6 Is Sandra in the hallway? yes 2 +7 Sandra got the apple there. +8 Sandra travelled to the bedroom. +9 Is Mary in the bathroom? no 4 +10 John went to the kitchen. +11 John went back to the hallway. +12 Is Sandra in the kitchen? no 8 +13 Sandra travelled to the office. +14 Sandra discarded the apple there. +15 Is John in the hallway? yes 11 +1 John went to the hallway. +2 Sandra picked up the football there. +3 Is John in the hallway? yes 1 +4 Mary went back to the hallway. +5 Mary journeyed to the bathroom. +6 Is Mary in the bathroom? yes 5 +7 Sandra travelled to the kitchen. +8 Sandra grabbed the milk there. +9 Is Sandra in the kitchen? yes 7 +10 John journeyed to the office. +11 John went to the bedroom. +12 Is John in the kitchen? no 11 +13 John journeyed to the garden. +14 Sandra travelled to the office. +15 Is John in the bathroom? no 13 +1 John picked up the apple there. +2 Sandra travelled to the office. +3 Is Sandra in the office? yes 2 +4 Mary went to the kitchen. +5 Mary moved to the garden. +6 Is Mary in the garden? yes 5 +7 Mary went to the kitchen. +8 Sandra grabbed the milk there. +9 Is Mary in the kitchen? yes 7 +10 Sandra left the milk. +11 Mary went back to the garden. +12 Is Mary in the kitchen? no 11 +13 John dropped the apple there. +14 John moved to the bedroom. +15 Is Mary in the garden? yes 11 +1 Daniel went back to the bedroom. +2 Sandra travelled to the hallway. +3 Is Sandra in the hallway? yes 2 +4 John journeyed to the kitchen. +5 Daniel journeyed to the office. +6 Is Daniel in the office? yes 5 +7 Daniel went back to the garden. +8 Daniel went to the hallway. +9 Is Daniel in the hallway? yes 8 +10 Sandra went to the office. +11 Daniel moved to the kitchen. +12 Is Daniel in the bedroom? no 11 +13 Mary grabbed the milk there. +14 Mary dropped the milk. +15 Is Daniel in the bedroom? no 11 +1 Sandra took the apple there. +2 John moved to the kitchen. +3 Is John in the garden? no 2 +4 Daniel journeyed to the office. +5 Sandra discarded the apple. +6 Is Daniel in the office? yes 4 +7 Mary went to the bathroom. +8 Daniel went back to the hallway. +9 Is John in the garden? no 2 +10 Daniel travelled to the bathroom. +11 Sandra picked up the apple there. +12 Is Daniel in the garden? no 10 +13 John travelled to the garden. +14 John picked up the milk there. +15 Is John in the hallway? no 13 +1 John went back to the bathroom. +2 John grabbed the milk there. +3 Is John in the bathroom? yes 1 +4 Mary picked up the football there. +5 Mary discarded the football. +6 Is John in the garden? no 1 +7 Sandra went to the bathroom. +8 Sandra went back to the hallway. +9 Is Sandra in the hallway? yes 8 +10 John left the milk there. +11 Sandra went back to the garden. +12 Is Sandra in the kitchen? no 11 +13 Mary travelled to the bathroom. +14 John took the milk there. +15 Is Sandra in the kitchen? no 11 +1 Daniel went back to the office. +2 Mary went back to the bathroom. +3 Is Mary in the bathroom? yes 2 +4 Daniel picked up the apple there. +5 Daniel dropped the apple. +6 Is Daniel in the office? yes 1 +7 Daniel moved to the kitchen. +8 Sandra journeyed to the bathroom. +9 Is Mary in the garden? no 2 +10 Mary journeyed to the kitchen. +11 Sandra grabbed the football there. +12 Is Daniel in the kitchen? yes 7 +13 Daniel journeyed to the hallway. +14 Sandra put down the football. +15 Is Mary in the office? no 10 +1 Daniel moved to the bedroom. +2 Mary got the football there. +3 Is Daniel in the bedroom? yes 1 +4 Daniel journeyed to the hallway. +5 John journeyed to the bathroom. +6 Is Daniel in the hallway? yes 4 +7 Mary put down the football there. +8 Mary took the football there. +9 Is Daniel in the hallway? yes 4 +10 Mary travelled to the hallway. +11 John got the apple there. +12 Is John in the office? no 5 +13 Mary went back to the bedroom. +14 John put down the apple. +15 Is Mary in the bedroom? yes 13 +1 Sandra went back to the kitchen. +2 Daniel moved to the office. +3 Is Sandra in the kitchen? yes 1 +4 John went back to the office. +5 Mary went back to the garden. +6 Is Mary in the bathroom? no 5 +7 Sandra took the milk there. +8 Mary went back to the office. +9 Is John in the office? yes 4 +10 Sandra picked up the football there. +11 John journeyed to the bathroom. +12 Is Mary in the bathroom? no 8 +13 Sandra got the apple there. +14 Mary went back to the hallway. +15 Is Mary in the hallway? yes 14 +1 Mary travelled to the office. +2 Daniel went back to the bathroom. +3 Is Mary in the office? yes 1 +4 Daniel took the football there. +5 Sandra journeyed to the office. +6 Is Daniel in the bathroom? yes 2 +7 John went back to the office. +8 Mary moved to the bathroom. +9 Is John in the office? yes 7 +10 John travelled to the bedroom. +11 Daniel journeyed to the kitchen. +12 Is Sandra in the bedroom? no 5 +13 Daniel dropped the football. +14 John travelled to the hallway. +15 Is John in the hallway? yes 14 +1 Daniel took the apple there. +2 Daniel put down the apple there. +3 Mary journeyed to the office. +4 Daniel went to the kitchen. +5 Is Mary in the office? yes 3 +6 Daniel picked up the football there. +7 Mary went to the bedroom. +8 Is Mary in the bathroom? no 7 +9 John moved to the kitchen. +10 Mary moved to the bathroom. +11 Is John in the kitchen? yes 9 +12 Mary took the milk there. +13 Mary discarded the milk. +14 Is John in the hallway? no 9 +15 Daniel travelled to the office. +16 Sandra travelled to the kitchen. +17 Is Daniel in the kitchen? no 15 +1 Daniel travelled to the bathroom. +2 Mary travelled to the hallway. +3 Is Daniel in the bathroom? yes 1 +4 John travelled to the bathroom. +5 Mary got the football there. +6 Is John in the bathroom? yes 4 +7 Sandra travelled to the kitchen. +8 Mary journeyed to the kitchen. +9 Is Mary in the kitchen? yes 8 +10 Daniel picked up the milk there. +11 Daniel travelled to the hallway. +12 Is Sandra in the kitchen? yes 7 +13 Sandra went back to the office. +14 Mary left the football. +15 Is Mary in the kitchen? yes 8 +1 Sandra grabbed the football there. +2 Sandra travelled to the kitchen. +3 Is Sandra in the kitchen? yes 2 +4 Sandra journeyed to the office. +5 Daniel went back to the bathroom. +6 Is Daniel in the bathroom? yes 5 +7 Sandra went back to the hallway. +8 Sandra put down the football. +9 Is Sandra in the office? no 7 +10 John moved to the bedroom. +11 Sandra picked up the football there. +12 Is Daniel in the bathroom? yes 5 +13 Daniel went to the kitchen. +14 Sandra journeyed to the bedroom. +15 Is Daniel in the bathroom? no 13 +1 Mary moved to the garden. +2 Mary went back to the bedroom. +3 Is Mary in the office? no 2 +4 Sandra travelled to the kitchen. +5 John travelled to the kitchen. +6 Is Sandra in the hallway? no 4 +7 Sandra went to the hallway. +8 Mary got the football there. +9 Is Sandra in the hallway? yes 7 +10 Mary discarded the football. +11 Daniel went to the office. +12 Is Daniel in the office? yes 11 +13 Daniel went to the garden. +14 Daniel moved to the kitchen. +15 Is Daniel in the kitchen? yes 14 +1 Mary travelled to the bathroom. +2 Mary went to the hallway. +3 Is Mary in the hallway? yes 2 +4 Daniel went back to the hallway. +5 Daniel travelled to the bathroom. +6 Is Daniel in the bathroom? yes 5 +7 John went back to the bedroom. +8 John journeyed to the garden. +9 Is Daniel in the hallway? no 5 +10 John travelled to the office. +11 Daniel journeyed to the garden. +12 Is John in the garden? no 10 +13 Mary moved to the garden. +14 Sandra journeyed to the hallway. +15 Is Mary in the kitchen? no 13 +1 Daniel journeyed to the bedroom. +2 Sandra went to the hallway. +3 Is Sandra in the hallway? yes 2 +4 John went to the bedroom. +5 Mary went back to the hallway. +6 Is Mary in the bedroom? no 5 +7 John went back to the hallway. +8 Sandra got the football there. +9 Is Mary in the office? no 5 +10 Daniel moved to the kitchen. +11 John moved to the garden. +12 Is John in the office? no 11 +13 Daniel went to the garden. +14 Mary went to the kitchen. +15 Is Daniel in the garden? yes 13 +1 John went back to the bedroom. +2 John travelled to the office. +3 Is John in the office? yes 2 +4 Daniel journeyed to the garden. +5 Mary got the apple there. +6 Is John in the kitchen? no 2 +7 Sandra travelled to the bathroom. +8 Mary went back to the kitchen. +9 Is John in the kitchen? no 2 +10 Mary put down the apple. +11 Sandra moved to the kitchen. +12 Is Mary in the kitchen? yes 8 +13 Mary got the milk there. +14 Sandra took the football there. +15 Is Mary in the kitchen? yes 8 +1 Sandra went to the garden. +2 John moved to the garden. +3 Is Sandra in the bedroom? no 1 +4 Mary went back to the office. +5 Mary moved to the bathroom. +6 Is Sandra in the bedroom? no 1 +7 John picked up the football there. +8 John went to the hallway. +9 Is John in the hallway? yes 8 +10 Sandra journeyed to the bathroom. +11 John travelled to the garden. +12 Is John in the garden? yes 11 +13 Daniel travelled to the hallway. +14 Daniel moved to the kitchen. +15 Is Daniel in the garden? no 14 +1 Mary got the football there. +2 Daniel picked up the apple there. +3 John went to the kitchen. +4 Sandra travelled to the office. +5 Is John in the kitchen? yes 3 +6 John went back to the garden. +7 John journeyed to the bedroom. +8 Is John in the garden? no 7 +9 Daniel picked up the milk there. +10 Daniel went back to the kitchen. +11 Is John in the hallway? no 7 +12 John moved to the bathroom. +13 Sandra went to the bathroom. +14 Is Daniel in the garden? no 10 +15 Sandra travelled to the bedroom. +16 Sandra travelled to the hallway. +17 Is Sandra in the hallway? yes 16 +1 Sandra went to the office. +2 John got the milk there. +3 Is Sandra in the office? yes 1 +4 Sandra travelled to the bathroom. +5 John journeyed to the kitchen. +6 Is Sandra in the bathroom? yes 4 +7 Sandra moved to the kitchen. +8 Mary went to the bathroom. +9 Is John in the kitchen? yes 5 +10 Daniel journeyed to the hallway. +11 John left the milk. +12 Is Daniel in the bathroom? no 10 +13 Daniel went to the bedroom. +14 Mary moved to the office. +15 Is Mary in the kitchen? no 14 +1 Daniel picked up the apple there. +2 John went back to the garden. +3 Is John in the kitchen? no 2 +4 Sandra took the football there. +5 Daniel moved to the garden. +6 Is Daniel in the kitchen? no 5 +7 Mary went back to the hallway. +8 John moved to the bedroom. +9 Is John in the bedroom? yes 8 +10 John grabbed the milk there. +11 John moved to the hallway. +12 Is John in the office? no 11 +13 Daniel put down the apple there. +14 John dropped the milk. +15 Is John in the garden? no 11 +1 Mary went to the bedroom. +2 Mary went to the hallway. +3 Is Mary in the hallway? yes 2 +4 Sandra travelled to the garden. +5 Sandra went to the hallway. +6 Is Mary in the hallway? yes 2 +7 Mary picked up the milk there. +8 Mary discarded the milk there. +9 Is Sandra in the hallway? yes 5 +10 John went to the bathroom. +11 Sandra got the milk there. +12 Is John in the bathroom? yes 10 +13 Sandra put down the milk. +14 Mary journeyed to the garden. +15 Is Mary in the office? no 14 +1 John moved to the hallway. +2 Sandra got the milk there. +3 Is John in the hallway? yes 1 +4 John journeyed to the garden. +5 Sandra put down the milk. +6 Is John in the garden? yes 4 +7 Mary journeyed to the bathroom. +8 Mary took the apple there. +9 Is Mary in the bathroom? yes 7 +10 Mary got the football there. +11 Mary moved to the bedroom. +12 Is Mary in the kitchen? no 11 +13 Sandra journeyed to the kitchen. +14 Sandra moved to the bathroom. +15 Is Sandra in the office? no 14 +1 John took the football there. +2 Mary picked up the apple there. +3 Daniel went back to the office. +4 Sandra went to the kitchen. +5 Is Sandra in the hallway? no 4 +6 Mary went back to the kitchen. +7 Mary journeyed to the garden. +8 Is Daniel in the office? yes 3 +9 Mary dropped the apple. +10 Daniel journeyed to the bedroom. +11 Is Daniel in the bedroom? yes 10 +12 John went back to the office. +13 John travelled to the hallway. +14 Is John in the bedroom? no 13 +15 Sandra went to the bedroom. +16 Sandra went back to the hallway. +17 Is John in the kitchen? no 13 +1 Mary picked up the football there. +2 Daniel moved to the office. +3 Is Daniel in the bedroom? no 2 +4 Mary got the apple there. +5 Daniel travelled to the bedroom. +6 Is Daniel in the bedroom? yes 5 +7 Mary went back to the office. +8 Mary went to the garden. +9 Is Daniel in the bedroom? yes 5 +10 Mary moved to the bathroom. +11 Sandra went to the bathroom. +12 Is Mary in the bathroom? yes 10 +13 John moved to the bedroom. +14 John went to the kitchen. +15 Is John in the bedroom? no 14 +1 John took the football there. +2 John travelled to the office. +3 Is John in the office? yes 2 +4 John got the milk there. +5 Sandra journeyed to the office. +6 Is John in the bathroom? no 2 +7 Daniel went back to the bathroom. +8 Sandra journeyed to the bedroom. +9 Is Sandra in the bedroom? yes 8 +10 John moved to the hallway. +11 John moved to the bathroom. +12 Is Sandra in the bedroom? yes 8 +13 Daniel went back to the garden. +14 Daniel journeyed to the office. +15 Is John in the bathroom? yes 11 +1 John moved to the garden. +2 Daniel went to the bathroom. +3 Is John in the garden? yes 1 +4 John grabbed the apple there. +5 Mary went to the kitchen. +6 Is Mary in the kitchen? yes 5 +7 Daniel grabbed the milk there. +8 Mary picked up the football there. +9 Is Daniel in the bathroom? yes 2 +10 Mary moved to the bedroom. +11 Mary left the football. +12 Is Mary in the garden? no 10 +13 Daniel discarded the milk. +14 Daniel moved to the garden. +15 Is Mary in the office? no 10 +1 Sandra picked up the apple there. +2 John moved to the bathroom. +3 Is John in the bathroom? yes 2 +4 Daniel journeyed to the bedroom. +5 Sandra discarded the apple. +6 Is John in the bathroom? yes 2 +7 Sandra moved to the kitchen. +8 Sandra travelled to the bathroom. +9 Is John in the bathroom? yes 2 +10 Mary went to the bathroom. +11 Sandra went back to the kitchen. +12 Is Mary in the bedroom? no 10 +13 Sandra travelled to the garden. +14 Sandra got the milk there. +15 Is Sandra in the garden? yes 13 +1 John journeyed to the hallway. +2 Daniel journeyed to the bedroom. +3 Is Daniel in the hallway? no 2 +4 Daniel went back to the kitchen. +5 Mary went back to the bedroom. +6 Is Daniel in the kitchen? yes 4 +7 Sandra moved to the garden. +8 Daniel got the football there. +9 Is Daniel in the garden? no 4 +10 Daniel went back to the hallway. +11 Daniel picked up the apple there. +12 Is Sandra in the garden? yes 7 +13 John moved to the bathroom. +14 Sandra journeyed to the hallway. +15 Is John in the bathroom? yes 13 +1 Daniel went back to the bedroom. +2 John went back to the bathroom. +3 Is John in the bathroom? yes 2 +4 Sandra grabbed the football there. +5 Daniel moved to the kitchen. +6 Is John in the kitchen? no 2 +7 Mary journeyed to the kitchen. +8 Mary went to the hallway. +9 Is John in the garden? no 2 +10 John went to the hallway. +11 Sandra put down the football. +12 Is Mary in the hallway? yes 8 +13 Daniel went to the bathroom. +14 Daniel went to the bedroom. +15 Is Daniel in the kitchen? no 14 +1 John went back to the hallway. +2 Sandra took the football there. +3 Is John in the bedroom? no 1 +4 John journeyed to the bathroom. +5 Sandra left the football there. +6 Is John in the bathroom? yes 4 +7 Sandra got the apple there. +8 Sandra discarded the apple. +9 Is John in the bathroom? yes 4 +10 John moved to the office. +11 Daniel moved to the office. +12 Is Daniel in the hallway? no 11 +13 Mary went to the office. +14 John travelled to the garden. +15 Is Mary in the bathroom? no 13 +1 Daniel travelled to the bedroom. +2 Sandra went to the office. +3 Is Sandra in the office? yes 2 +4 Daniel travelled to the kitchen. +5 Sandra went back to the bathroom. +6 Is Sandra in the garden? no 5 +7 Sandra went to the hallway. +8 Mary travelled to the bathroom. +9 Is Sandra in the office? no 7 +10 Sandra took the football there. +11 Sandra got the milk there. +12 Is Sandra in the kitchen? no 7 +13 John moved to the garden. +14 John journeyed to the office. +15 Is John in the bathroom? no 14 +1 Daniel grabbed the football there. +2 John moved to the office. +3 Is John in the bedroom? no 2 +4 Daniel journeyed to the bathroom. +5 Sandra grabbed the apple there. +6 Is Daniel in the bathroom? yes 4 +7 Sandra dropped the apple. +8 Daniel put down the football. +9 Is Daniel in the bathroom? yes 4 +10 Daniel got the apple there. +11 Mary grabbed the milk there. +12 John travelled to the bedroom. +13 Daniel put down the apple. +14 Is John in the bedroom? yes 12 +15 Mary dropped the milk. +16 Sandra journeyed to the hallway. +17 Is Sandra in the hallway? yes 16 +1 John journeyed to the hallway. +2 John moved to the bathroom. +3 Is John in the kitchen? no 2 +4 Sandra picked up the milk there. +5 Sandra got the football there. +6 Is John in the bathroom? yes 2 +7 Sandra journeyed to the hallway. +8 Sandra moved to the bathroom. +9 Is Sandra in the bathroom? yes 8 +10 Sandra moved to the garden. +11 John went back to the hallway. +12 Is Sandra in the office? no 10 +13 Sandra went to the bedroom. +14 Daniel travelled to the bedroom. +15 Is Sandra in the kitchen? no 13 +1 Mary grabbed the milk there. +2 Mary dropped the milk. +3 John went to the hallway. +4 Sandra moved to the bathroom. +5 Is Sandra in the office? no 4 +6 Sandra travelled to the bedroom. +7 Sandra went to the hallway. +8 Is Sandra in the hallway? yes 7 +9 Daniel journeyed to the office. +10 Sandra took the football there. +11 Is Sandra in the kitchen? no 7 +12 Daniel travelled to the garden. +13 Daniel journeyed to the hallway. +14 Is Daniel in the hallway? yes 13 +15 Sandra left the football. +16 John grabbed the football there. +17 Is Daniel in the bathroom? no 13 +1 Sandra moved to the garden. +2 Sandra went to the bathroom. +3 Is Sandra in the bathroom? yes 2 +4 Sandra journeyed to the kitchen. +5 Sandra got the football there. +6 Is Sandra in the bedroom? no 4 +7 Sandra discarded the football. +8 Daniel moved to the office. +9 Is Sandra in the kitchen? yes 4 +10 Sandra took the football there. +11 Daniel grabbed the milk there. +12 Is Daniel in the kitchen? no 8 +13 Sandra left the football there. +14 Sandra got the football there. +15 Is Daniel in the bedroom? no 8 +1 Mary grabbed the apple there. +2 Mary journeyed to the bathroom. +3 Is Mary in the kitchen? no 2 +4 Daniel travelled to the kitchen. +5 Mary discarded the apple. +6 Is Daniel in the kitchen? yes 4 +7 John grabbed the apple there. +8 John dropped the apple. +9 Is Mary in the bathroom? yes 2 +10 Mary travelled to the hallway. +11 Sandra moved to the garden. +12 Is Sandra in the office? no 11 +13 Sandra got the milk there. +14 Mary got the football there. +15 Is Mary in the hallway? yes 10 +1 Sandra went to the bathroom. +2 Mary went to the bathroom. +3 Is Sandra in the kitchen? no 1 +4 Mary picked up the apple there. +5 Mary moved to the hallway. +6 Is Sandra in the bathroom? yes 1 +7 Mary grabbed the milk there. +8 John travelled to the office. +9 Is Mary in the hallway? yes 5 +10 Mary dropped the milk. +11 John went to the bedroom. +12 Is John in the bathroom? no 11 +13 Sandra went to the garden. +14 Daniel went to the office. +15 Is Sandra in the garden? yes 13 +1 Sandra got the apple there. +2 Sandra put down the apple. +3 Mary picked up the apple there. +4 John went to the office. +5 Is John in the office? yes 4 +6 Mary dropped the apple there. +7 Mary took the apple there. +8 Is John in the office? yes 4 +9 Mary went to the garden. +10 Mary put down the apple. +11 Is Mary in the bathroom? no 9 +12 Daniel went back to the kitchen. +13 Mary got the apple there. +14 Is Daniel in the office? no 12 +15 Sandra journeyed to the kitchen. +16 John went back to the bedroom. +17 Is Sandra in the office? no 15 +1 Daniel went to the office. +2 John travelled to the bedroom. +3 Is John in the office? no 2 +4 Sandra got the milk there. +5 Sandra journeyed to the bedroom. +6 Is John in the bedroom? yes 2 +7 Daniel went to the bathroom. +8 Sandra discarded the milk. +9 Is Sandra in the bedroom? yes 5 +10 John went to the bathroom. +11 Daniel travelled to the kitchen. +12 Is Sandra in the bedroom? yes 5 +13 Sandra grabbed the milk there. +14 Mary travelled to the bedroom. +15 Is Daniel in the garden? no 11 +1 Mary travelled to the kitchen. +2 Sandra travelled to the office. +3 Is Mary in the bathroom? no 1 +4 Mary picked up the football there. +5 Daniel moved to the bathroom. +6 Is Sandra in the office? yes 2 +7 Mary went to the hallway. +8 Sandra moved to the bathroom. +9 Is Sandra in the bedroom? no 8 +10 Daniel took the milk there. +11 Mary left the football. +12 Is Mary in the bathroom? no 7 +13 Sandra journeyed to the hallway. +14 Daniel put down the milk there. +15 Is Sandra in the hallway? yes 13 +1 Daniel went to the office. +2 Sandra journeyed to the hallway. +3 Is Sandra in the kitchen? no 2 +4 Daniel went back to the bedroom. +5 Mary got the apple there. +6 Is Daniel in the bedroom? yes 4 +7 Sandra moved to the bathroom. +8 Mary journeyed to the bedroom. +9 Is Sandra in the hallway? no 7 +10 Mary put down the apple there. +11 Sandra got the milk there. +12 Is Mary in the kitchen? no 8 +13 Sandra travelled to the bedroom. +14 Sandra took the apple there. +15 Is Mary in the bedroom? yes 8 diff --git a/docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb b/docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb new file mode 100644 index 0000000..b19ba89 --- /dev/null +++ b/docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb @@ -0,0 +1,409 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "48aad21d", + "metadata": {}, + "source": [ + "# Tutorial: BabI6 Training and Preprocessing in Python (Part II)\n", + "\n", + "In Part I of this tutorial, we learned how to create DisCoCirc circuits for question asking for the babI6 dataset. In this part, we proceed to train the model with the circuits that we created." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b67efc5e", + "metadata": {}, + "outputs": [], + "source": [ + "# Parameters determining the type of the data\n", + "# SANDWICH functor flag\n", + "SANDWICH = True\n", + "\n", + "# Updating the FFL Parameter\n", + "FFL = True\n", + "\n", + "# Names of Resulting file paths for the Datasets\n", + "TRAINING_DATASET_FILEPATH = 'tutorial_training_ffl' + str(FFL) + '_sandwich_' + str(SANDWICH) + '.pkl'\n", + "VALIDATION_DATASET_FILEPATH = 'tutorial_validation_ffl' + str(FFL) + '_sandwich_' + str(SANDWICH) + '.pkl'\n", + "TEST_DATASET_FILEPATH = 'tutorial_test_ffl' + str(FFL) + '_sandwich_' + str(SANDWICH) + '.pkl'\n", + "\n", + "BATCH_SIZE = 2\n", + "EPOCHS = 30\n", + "SEED = 2\n", + "LEARNING_RATE = 0.005" + ] + }, + { + "cell_type": "markdown", + "id": "0f9091f4", + "metadata": {}, + "source": [ + "## 8. Training the Circuits and Tests\n", + "Now that we have the data ready, we proceed with the training as usual, except that, we have to deal with pairs of circuits instead of single circuits, which will be accommodated by overriding the forward() method in the model." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c6023fa1", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/ouissal.moumou/actual_discocirc/notebooks/discocirc-experiments/lambeq/experimentsenv/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], + "source": [ + "import pickle\n", + "training_dict_babi6 = {}\n", + "\n", + "with open(TRAINING_DATASET_FILEPATH, 'rb') as file:\n", + " training_dict_babi6 = pickle.load(file)\n", + "\n", + "val_dict_babi6 = {}\n", + "\n", + "with open(VALIDATION_DATASET_FILEPATH, 'rb') as file:\n", + " val_dict_babi6 = pickle.load(file)\n", + "\n", + "test_dict_babi6 = {}\n", + "with open(TEST_DATASET_FILEPATH, 'rb') as file:\n", + " test_dict_babi6 = pickle.load(file)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "1565fb9d", + "metadata": {}, + "outputs": [], + "source": [ + "training_circuits = []\n", + "training_answers = []\n", + "training_questions = []\n", + "training_contexts = []\n", + "\n", + "for key, value in training_dict_babi6.items():\n", + " training_answers.append(value['answer'])\n", + " training_questions.append(value['question'])\n", + " training_contexts.append(value['text'])\n", + " training_circuits.append(value['quantum_circ_pair_pos_neg'])\n", + "\n", + "val_circuits = []\n", + "val_answers = []\n", + "val_questions = []\n", + "val_contexts = []\n", + "\n", + "for key, value in val_dict_babi6.items():\n", + " val_answers.append(value['answer'])\n", + " val_questions.append(value['question'])\n", + " val_contexts.append(value['text'])\n", + " val_circuits.append(value['quantum_circ_pair_pos_neg'])\n", + " \n", + "test_circuits = []\n", + "test_answers = []\n", + "test_questions = []\n", + "test_contexts = []\n", + "\n", + "for key, value in test_dict_babi6.items():\n", + " test_answers.append(value['answer'])\n", + " test_questions.append(value['question'])\n", + " test_contexts.append(value['text'])\n", + " test_circuits.append(value['quantum_circ_pair_pos_neg'])" + ] + }, + { + "cell_type": "markdown", + "id": "99b9ac0c", + "metadata": {}, + "source": [ + "We also modify the yes and no answers and replace their representations by 1s and 0s, i.e. by \"[1, 0]\"s and \"[0, 1]\"s respectively." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "007b6bc8", + "metadata": {}, + "outputs": [], + "source": [ + "training_answers = [[0., 1.] if not answer else [1., 0.] for answer in training_answers]\n", + "val_answers = [[0., 1.] if not answer else [1., 0.] for answer in val_answers]\n", + "test_answers = [[0., 1.] if not answer else [1., 0.] for answer in test_answers]" + ] + }, + { + "cell_type": "markdown", + "id": "1d54c0c2", + "metadata": {}, + "source": [ + "The following shows how we override the forward() method to accommodate having pairs of circuits." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "67d6507a", + "metadata": {}, + "outputs": [], + "source": [ + "from lambeq import PennyLaneModel\n", + "from lambeq.backend.quantum import Diagram\n", + "import torch\n", + "\n", + "\n", + "class PairCircuitModel(PennyLaneModel):\n", + " def forward(self, circ_pairs: list[tuple[Diagram, Diagram]]) -> torch.Tensor:\n", + " pos_circs, neg_circs = zip(*circ_pairs)\n", + " pos_out = abs(self.get_diagram_output(pos_circs))\n", + " neg_out = abs(self.get_diagram_output(neg_circs))\n", + "\n", + " # implement a function that would merge pos_out and neg_out into an nx2 tensor\n", + " out_tensor = torch.stack((pos_out, neg_out), dim=1)\n", + " out_tensor = torch.softmax(out_tensor, dim=1)\n", + " \n", + " return out_tensor\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "549f1f68", + "metadata": {}, + "source": [ + "The way circuits are stored in our current example is as pairs. However, when initializing circuits, one has to simply pass all the circuits to be initilised to the model (as seen in later cells). Therefore, for the initialisation step, we will create a new collection of circuits that includes all the circuits from the pairs of circuits that we originally have." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "84d09be7", + "metadata": {}, + "outputs": [], + "source": [ + "all_circuits = []\n", + "\n", + "for circuit_tuple in training_circuits:\n", + " for circuit in circuit_tuple:\n", + " all_circuits.append(circuit)\n", + "\n", + "for circuit_tuple in val_circuits:\n", + " for circuit in circuit_tuple:\n", + " all_circuits.append(circuit)\n", + "\n", + "backend_config = {'backend': 'default.qubit'} # this is the default PennyLane simulator\n", + "model = PairCircuitModel.from_diagrams(all_circuits,\n", + " probabilities=False,\n", + " normalize=True,\n", + " backend_config=backend_config)\n", + "\n", + "model.initialise_weights()" + ] + }, + { + "cell_type": "markdown", + "id": "a897cf89", + "metadata": {}, + "source": [ + "Finally, we proceed with training as usual (see previous tutorials for more details on this part)." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "9081225f", + "metadata": {}, + "outputs": [], + "source": [ + "def acc(y_hat, y):\n", + " return (torch.argmax(y_hat, dim=1) ==\n", + " torch.argmax(y, dim=1)).sum().item()/len(y)\n", + "\n", + "def loss(y_hat, y):\n", + " return torch.nn.functional.binary_cross_entropy(\n", + " y_hat, torch.tensor(y, dtype=y_hat.dtype)\n", + " )\n", + "\n", + "\n", + "eval_metrics = {\"acc\": acc}" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "991d8f44", + "metadata": {}, + "outputs": [], + "source": [ + "from lambeq import Dataset\n", + "\n", + "train_dataset = Dataset(training_circuits,\n", + " training_answers,\n", + " batch_size=BATCH_SIZE)\n", + "\n", + "val_dataset = Dataset(val_circuits, val_answers, shuffle=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "a340f1a1", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/xl/dhbq46vx3fjd140_39vc28hh0000gp/T/ipykernel_15626/1585835587.py:7: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n", + " y_hat, torch.tensor(y, dtype=y_hat.dtype)\n" + ] + }, + { + "ename": "IndexError", + "evalue": "Dimension out of range (expected to be in range of [-1, 0], but got 1)", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mIndexError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[19], line 16\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mlambeq\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m PytorchTrainer\n\u001b[1;32m 3\u001b[0m trainer \u001b[38;5;241m=\u001b[39m PytorchTrainer(\n\u001b[1;32m 4\u001b[0m model\u001b[38;5;241m=\u001b[39mmodel,\n\u001b[1;32m 5\u001b[0m loss_function\u001b[38;5;241m=\u001b[39mloss,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 13\u001b[0m seed\u001b[38;5;241m=\u001b[39mSEED\n\u001b[1;32m 14\u001b[0m )\n\u001b[0;32m---> 16\u001b[0m \u001b[43mtrainer\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfit\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtrain_dataset\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mval_dataset\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/training/trainer.py:588\u001b[0m, in \u001b[0;36mTrainer.fit\u001b[0;34m(self, train_dataset, val_dataset, log_interval, eval_interval, eval_mode, early_stopping_criterion, early_stopping_interval, minimize_criterion, full_timing_report)\u001b[0m\n\u001b[1;32m 580\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m batch \u001b[38;5;129;01min\u001b[39;00m tqdm(train_dataset,\n\u001b[1;32m 581\u001b[0m desc\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mBatch\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m 582\u001b[0m total\u001b[38;5;241m=\u001b[39mtrain_dataset\u001b[38;5;241m.\u001b[39mbatches_per_epoch,\n\u001b[1;32m 583\u001b[0m disable\u001b[38;5;241m=\u001b[39mdisable_tqdm,\n\u001b[1;32m 584\u001b[0m leave\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[1;32m 585\u001b[0m position\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m):\n\u001b[1;32m 587\u001b[0m step \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n\u001b[0;32m--> 588\u001b[0m t_loss \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_step_and_eval\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 589\u001b[0m \u001b[43m \u001b[49m\u001b[43mbatch\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 590\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtraining_step\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 591\u001b[0m \u001b[43m \u001b[49m\u001b[43mtrain_losses\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 592\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_train_eval_running\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 593\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtrain_durations\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 594\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mevaluate_on_train\u001b[49m\n\u001b[1;32m 595\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 597\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_to_tensorboard(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtrain/step_loss\u001b[39m\u001b[38;5;124m'\u001b[39m, t_loss, step)\n\u001b[1;32m 598\u001b[0m status_bar\u001b[38;5;241m.\u001b[39mset_description(\n\u001b[1;32m 599\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_generate_stat_report(\n\u001b[1;32m 600\u001b[0m train_loss\u001b[38;5;241m=\u001b[39mt_loss,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 607\u001b[0m )\n\u001b[1;32m 608\u001b[0m )\n", + "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/training/trainer.py:390\u001b[0m, in \u001b[0;36mTrainer._step_and_eval\u001b[0;34m(self, batch, step_func, losses, eval_results, step_durations, evaluate)\u001b[0m\n\u001b[1;32m 388\u001b[0m step_start \u001b[38;5;241m=\u001b[39m time\u001b[38;5;241m.\u001b[39mtime()\n\u001b[1;32m 389\u001b[0m batch_size \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(batch[\u001b[38;5;241m0\u001b[39m])\n\u001b[0;32m--> 390\u001b[0m y_hat, loss \u001b[38;5;241m=\u001b[39m \u001b[43mstep_func\u001b[49m\u001b[43m(\u001b[49m\u001b[43mbatch\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 391\u001b[0m losses\u001b[38;5;241m.\u001b[39mappend((batch_size, loss))\n\u001b[1;32m 393\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mevaluate_functions \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m evaluate:\n", + "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/training/pytorch_trainer.py:197\u001b[0m, in \u001b[0;36mPytorchTrainer.training_step\u001b[0;34m(self, batch)\u001b[0m\n\u001b[1;32m 183\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Perform a training step.\u001b[39;00m\n\u001b[1;32m 184\u001b[0m \n\u001b[1;32m 185\u001b[0m \u001b[38;5;124;03mParameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 194\u001b[0m \n\u001b[1;32m 195\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 196\u001b[0m x, y \u001b[38;5;241m=\u001b[39m batch\n\u001b[0;32m--> 197\u001b[0m y_hat \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmodel\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 198\u001b[0m loss \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mloss_function(y_hat, y\u001b[38;5;241m.\u001b[39mto(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdevice))\n\u001b[1;32m 199\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtrain_costs\u001b[38;5;241m.\u001b[39mappend(loss\u001b[38;5;241m.\u001b[39mitem())\n", + "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/training/model.py:55\u001b[0m, in \u001b[0;36mModel.__call__\u001b[0;34m(self, *args, **kwds)\u001b[0m\n\u001b[1;32m 54\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21m__call__\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39margs: Any, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwds: Any) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Any:\n\u001b[0;32m---> 55\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mforward\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n", + "Cell \u001b[0;32mIn[15], line 14\u001b[0m, in \u001b[0;36mPairCircuitModel.forward\u001b[0;34m(self, circ_pairs)\u001b[0m\n\u001b[1;32m 10\u001b[0m neg_out \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mabs\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mget_diagram_output(neg_circs))\n\u001b[1;32m 12\u001b[0m \u001b[38;5;66;03m# implement a function that would merge pos_out and neg_out into an nx2 tensor\u001b[39;00m\n\u001b[1;32m 13\u001b[0m \u001b[38;5;66;03m#out_tensor = torch.stack((pos_out, neg_out), dim=1)\u001b[39;00m\n\u001b[0;32m---> 14\u001b[0m out_tensor \u001b[38;5;241m=\u001b[39m \u001b[43mtorch\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcat\u001b[49m\u001b[43m(\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpos_out\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43munsqueeze\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mneg_out\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43munsqueeze\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdim\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 15\u001b[0m out_tensor \u001b[38;5;241m=\u001b[39m torch\u001b[38;5;241m.\u001b[39msoftmax(out_tensor, dim\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m)\n\u001b[1;32m 17\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m out_tensor\n", + "\u001b[0;31mIndexError\u001b[0m: Dimension out of range (expected to be in range of [-1, 0], but got 1)" + ] + } + ], + "source": [ + "from lambeq import PytorchTrainer\n", + "\n", + "trainer = PytorchTrainer(\n", + " model=model,\n", + " loss_function=loss,\n", + " optimizer=torch.optim.Adam,\n", + " learning_rate=LEARNING_RATE,\n", + " epochs=EPOCHS,\n", + " evaluate_functions=eval_metrics,\n", + " evaluate_on_train=True,\n", + " use_tensorboard=False,\n", + " verbose='text',\n", + " seed=SEED\n", + " )\n", + "\n", + "trainer.fit(train_dataset, val_dataset)" + ] + }, + { + "cell_type": "markdown", + "id": "c91c8756", + "metadata": {}, + "source": [ + "Now that the training has ended, the final part is to test and plot the graphs for the results of the training as shown below. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2df2f3c7", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'trainer' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[30], line 13\u001b[0m\n\u001b[1;32m 10\u001b[0m ax_tl\u001b[38;5;241m.\u001b[39mset_ylabel(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mLoss\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 12\u001b[0m colours \u001b[38;5;241m=\u001b[39m \u001b[38;5;28miter\u001b[39m(plt\u001b[38;5;241m.\u001b[39mrcParams[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124maxes.prop_cycle\u001b[39m\u001b[38;5;124m'\u001b[39m]\u001b[38;5;241m.\u001b[39mby_key()[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcolor\u001b[39m\u001b[38;5;124m'\u001b[39m])\n\u001b[0;32m---> 13\u001b[0m range_ \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marange(\u001b[38;5;241m1\u001b[39m, \u001b[43mtrainer\u001b[49m\u001b[38;5;241m.\u001b[39mepochs \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1\u001b[39m)\n\u001b[1;32m 14\u001b[0m ax_tl\u001b[38;5;241m.\u001b[39mplot(range_, trainer\u001b[38;5;241m.\u001b[39mtrain_epoch_costs, color\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mnext\u001b[39m(colours))\n\u001b[1;32m 15\u001b[0m ax_bl\u001b[38;5;241m.\u001b[39mplot(range_, trainer\u001b[38;5;241m.\u001b[39mtrain_eval_results[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124macc\u001b[39m\u001b[38;5;124m'\u001b[39m], color\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mnext\u001b[39m(colours))\n", + "\u001b[0;31mNameError\u001b[0m: name 'trainer' is not defined" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "fig, ((ax_tl, ax_tr), (ax_bl, ax_br)) = plt.subplots(2, 2, sharex=True, sharey='row', figsize=(10, 6))\n", + "ax_tl.set_title('Training set')\n", + "ax_tr.set_title('Development set')\n", + "ax_bl.set_xlabel('Iterations')\n", + "ax_br.set_xlabel('Iterations')\n", + "ax_bl.set_ylabel('Accuracy')\n", + "ax_tl.set_ylabel('Loss')\n", + "\n", + "colours = iter(plt.rcParams['axes.prop_cycle'].by_key()['color'])\n", + "range_ = np.arange(1, trainer.epochs + 1)\n", + "ax_tl.plot(range_, trainer.train_epoch_costs, color=next(colours))\n", + "ax_bl.plot(range_, trainer.train_eval_results['acc'], color=next(colours))\n", + "ax_tr.plot(range_, trainer.val_costs, color=next(colours))\n", + "ax_br.plot(range_, trainer.val_eval_results['acc'], color=next(colours))\n", + "\n", + "# mark best model as circle\n", + "best_epoch = np.argmax(trainer.val_eval_results['acc'])\n", + "ax_tl.plot(best_epoch + 1, trainer.train_epoch_costs[best_epoch], 'o', color='black', fillstyle='none')\n", + "ax_tr.plot(best_epoch + 1, trainer.val_costs[best_epoch], 'o', color='black', fillstyle='none')\n", + "ax_bl.plot(best_epoch + 1, trainer.train_eval_results['acc'][best_epoch], 'o', color='black', fillstyle='none')\n", + "ax_br.plot(best_epoch + 1, trainer.val_eval_results['acc'][best_epoch], 'o', color='black', fillstyle='none')\n", + "\n", + "ax_br.text(best_epoch + 1.4, trainer.val_eval_results['acc'][best_epoch], 'early stopping', va='center')" + ] + }, + { + "cell_type": "markdown", + "id": "4ad0b133", + "metadata": {}, + "source": [ + "Finally, We select the best model (from the best epoch) and use it to get the accuracy on the test data. The best epoch is determined based on the validation accuracy, which is marked on the plot by a circle." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "463a2d27", + "metadata": {}, + "outputs": [], + "source": [ + "model.load(trainer.log_dir + '/best_model.lt')\n", + "test_acc = acc(model(test_circuits), torch.tensor(test_answers))\n", + "print('Test Accuracy:', test_acc)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "experimentsenv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb b/docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb new file mode 100644 index 0000000..5bbb3f4 --- /dev/null +++ b/docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb @@ -0,0 +1,708 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "48aad21d", + "metadata": {}, + "source": [ + "\n", + "# Tutorial: babI6 Training and Preprocessing in Python\n", + "\n", + "In this tutorial, we will try to implement question asking and answering for babI6 tasks. babI6 tasks are tasks where we supply a text that describes movement of people in different locations and ask questions about the locations of said people while they are moving around. More on the babI tasks can be in this [paper](https://arxiv.org/abs/1502.05698) and this [repository](https://github.com/facebookarchive/bAbI-tasks?tab=readme-ov-file) by Facebook." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "cf759bce", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/ouissal.moumou/actual_discocirc/notebooks/discocirc-experiments/lambeq/experimentsenv/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], + "source": [ + "from pathlib import Path\n", + "from typing import Tuple, List\n", + "from lambeq.experimental.discocirc import DisCoCircReader\n", + "import os\n", + "import warnings\n", + "import pickle\n", + "\n", + "warnings.filterwarnings('ignore')\n", + "os.environ['TOKENIZERS_PARALLELISM'] = 'true'" + ] + }, + { + "cell_type": "markdown", + "id": "e20186c0", + "metadata": {}, + "source": [ + "Before we delve into the code, we first highlight two new features of the new parser that will be used in this tutorial: the sandwich functor and foliated frames. \n", + "\n", + "In the previous versions of the parser, the semantic functor, while providing quantum implementations for boxes, wires and states, did not specify the quantum implementation of frames. The sandwich functor addresses this issue by introducing a novel construction that breaks down a frame into a sequence of boxes with the frame's contents. Now that we have these different frames, we can decide whether we want every layer in these frames to be assigned their operator or have the same operator for all the layers (different parameters assigned to the layers as opposed to having all the layers having the same parameter). For more detail on this, we recommend reading the paper explaining the theory behind the new parser [here](in_the_making)." + ] + }, + { + "cell_type": "markdown", + "id": "3e26d138", + "metadata": {}, + "source": [ + "## 1. Setting Up Configuration Variables\n", + "\n", + "This cell defines paths and key configuration variables:\n", + "- `FILEPATH` specifies paths to the file containing the babI6 data. \n", + "- `TEXT_LENGTH` specifies the maximum number of sentences in a context for the experiment.\n", + "- `MAX_WIDTH` specifies the maximum number of wires in a circuit for the experiment.\n", + "- `SANDWICH` is a flag for using the sandwich functor: True to apply the sandwich functor on the circuits, False to apply the usual semantic functor.\n", + "- `FFL` is a flag for activating the foliated frames. True to set different parameters for the different layers of frames, False to set the same parameter for all the layers. It is to note that it only makes sense to have this flag if the sandwich functor is activated.\n", + "- `TRAINING_SAMPLE_SIZE`, `VALIDATION_SAMPLE_SIZE`, and `TEST_SAMPLE_SIZE` specify the size of the data for training, validation, and testing." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "28993a72", + "metadata": {}, + "outputs": [], + "source": [ + "# Here we store all the variables needed for the rest of the code: file paths, configurations, parameters...\n", + "\n", + "# The path of the file where the initial babI6 data is stored\n", + "FILEPATH = '../data/qa6_train_10k.txt'\n", + "\n", + "# Maximum length of the context\n", + "TEXT_LENGTH = 4\n", + "\n", + "# Maximum Number of wires in a circuit\n", + "MAX_WIDTH = 9\n", + "\n", + "# SANDWICH functor flag\n", + "SANDWICH = True\n", + "\n", + "# Updating the FFL parameter\n", + "FFL = True\n", + "\n", + "# Sizes of training, validation, and test datasets\n", + "TRAINING_SAMPLE_SIZE = 120\n", + "VALIDATION_SAMPLE_SIZE = 30\n", + "TEST_SAMPLE_SIZE = 30\n", + "\n", + "# Paths of resulting files for the datasets\n", + "TRAINING_DATASET_FILEPATH = 'tutorial_training_ffl' + str(FFL) + '_sandwich_' + str(SANDWICH) + '.pkl'\n", + "VALIDATION_DATASET_FILEPATH = 'tutorial_validation_ffl' + str(FFL) + '_sandwich_' + str(SANDWICH) + '.pkl'\n", + "TEST_DATASET_FILEPATH = 'tutorial_test_ffl' + str(FFL) + '_sandwich_' + str(SANDWICH) + '.pkl'" + ] + }, + { + "cell_type": "markdown", + "id": "d21b2f18", + "metadata": {}, + "source": [ + "## 2. Data Preprocessing Function\n", + "\n", + "The next step is to write a function `task_file_reader`, which processes the babI6 dataset and returns a list of texts, a list of questions on these texts, a list of answers to these questions, and a list of the lengths of the texts. This function reads and cleans lines from the `FILEPATH`, splits lines into stories, and extracts text sentences, questions, and answers.\n", + "\n", + "After extracting the texts, they are filtered to only keep the ones whose number of sentences is less than or equal to `TEXT_LENGTH`, which we set in the previous cell to determine the maximum number of sentences that we want in a text for optimization purposes. We want to make sure that we do not get huge circuits later on when we convert the texts into circuits, which might slow down the experiment. \n", + "\n", + "After this filtering, the last step is to convert the list of texts from a list of arrays of sentences, to a list of sentences. In other words, we concatenate the sentences in each text (which is an array) to obtain a string." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "05e8f624", + "metadata": {}, + "outputs": [], + "source": [ + "# Reading the texts, questions, expected answers, and text_length from the TXT file\n", + "def task_file_reader(path : str | Path) -> Tuple[List[List[str]],\n", + " List[str],\n", + " List[str],\n", + " List[str]]:\n", + " \"\"\"\n", + " reads the .txt file at `path`\n", + " returns 3 lists of equal length\n", + " - text sentences, questions, answers and text length\n", + " \"\"\"\n", + " with open(path) as f:\n", + " lines = f.readlines()\n", + "\n", + " # split the lines into stories\n", + " # record the first line location of new stories\n", + " story_splits = [i for i, line in enumerate(lines) if line[0:2] == '1 ']\n", + " # have no more need for line indices - delete these\n", + " lines = [' '.join(line.split(' ')[1:]) for line in lines]\n", + " # also delete . and \\n\n", + " lines = [line.replace('.', '').replace('\\n','') for line in lines]\n", + " stories = [lines[i:j] for i, j in zip(story_splits, story_splits[1:]+[None])]\n", + "\n", + " # create text and QnA pairs\n", + " texts = []\n", + " qnas = []\n", + " text_length = []\n", + " for story in stories:\n", + " # record the lines in the story corresponding to questions\n", + " question_splits = [i for i, line in enumerate(story) if '?' in line]\n", + " for index in question_splits:\n", + " # record the text corresponding to each question\n", + " ctx = [line.lower() for line in story[:index] if '?' not in line]\n", + " texts.append(ctx)\n", + " text_length.append(len(ctx))\n", + " # record the question\n", + " qnas.append(story[index])\n", + "\n", + " # split qna into questions and answers\n", + " questions = [qna.split('\\t')[0].lower().rstrip()[:-1] + \" ?\" for qna in qnas]\n", + " answers = [qna.split('\\t')[1].lower() for qna in qnas]\n", + "\n", + " # Filtering the data \n", + " filtered_data = [\n", + " (text, question, answer, text_length)\n", + " for text, question, answer, text_length in zip(texts, questions, answers, text_length)\n", + " if len(text) <= TEXT_LENGTH\n", + " ]\n", + "\n", + " # Applying the filter\n", + " texts, questions, answers, text_length = map(list, zip(*filtered_data))\n", + "\n", + " # Converting the texts from arrays of sentences to strings\n", + " processed_texts_list = []\n", + " for text in texts:\n", + " processed_text = \"\"\n", + " for sentence in text:\n", + " processed_text += sentence + \". \"\n", + " \n", + " processed_texts_list.append(processed_text)\n", + " \n", + "\n", + " return processed_texts_list, questions, answers, text_length\n", + "\n", + "\n", + "texts, questions, answers, text_lengths = task_file_reader(FILEPATH)" + ] + }, + { + "cell_type": "markdown", + "id": "67428372", + "metadata": {}, + "source": [ + "## 3. Converting The Texts into Circuits\n", + "\n", + "Now that we have our texts and the rest of data ready and pre-processed, we move on to the crucial step of converting them into circuits. We first start by initializing the reader, then we use it with the `SANDWICH` flag indicating whether to use the SANDWICH functor or not, as well as the `FFL` flag which indicates whether to assign different parameters to the different layers of the frame, or the same parameters.\n", + "\n", + "Moreover, we store the data in a dictionary where each entry includes the text, the corresponding generated DisCoCirc circuit, the question, the answer, and the text_length." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5dbca676", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# making the circuits from the texts and storing them in the dictionary\n", + "reader = DisCoCircReader()\n", + "datadict = {}\n", + "for i, (text, quest, ans, text_length) in enumerate(zip(texts, questions, answers, text_lengths)):\n", + " datadict.update({i:{'text':text, 'dsc_diag': reader.text2circuit(text, sandwich=SANDWICH, foliated_frame_labels = FFL), 'question':quest, 'answer':ans, 'text_length': text_length}})\n", + " " + ] + }, + { + "cell_type": "markdown", + "id": "b150eddc", + "metadata": {}, + "source": [ + "## 4. Converting The Circuits from DisCoCirc Circuits to Quantum Circuits\n", + "While we have the circuits corresponding to the texts ready, they are still DisCoCirc circuits, not quantum circuits. Therefore, we need to convert the DisCocirc circuits into quantum circuits by applying an ansatz. In this case, we chose to apply the Sim4Ansatz with 3 layers, and one qubit for each noun." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "73465ead", + "metadata": {}, + "outputs": [ + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[114], line 8\u001b[0m\n\u001b[1;32m 5\u001b[0m ansatz \u001b[38;5;241m=\u001b[39m Sim4Ansatz({N:\u001b[38;5;241m1\u001b[39m}, n_layers\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m3\u001b[39m)\n\u001b[1;32m 7\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m datadict\u001b[38;5;241m.\u001b[39mkeys():\n\u001b[0;32m----> 8\u001b[0m datadict[i]\u001b[38;5;241m.\u001b[39mupdate({\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtext_circuit_sim4_13\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[43mansatz\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdatadict\u001b[49m\u001b[43m[\u001b[49m\u001b[43mi\u001b[49m\u001b[43m]\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mdsc_diag\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m})\n", + "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/ansatz/circuit.py:114\u001b[0m, in \u001b[0;36mCircuitAnsatz.__call__\u001b[0;34m(self, diagram)\u001b[0m\n\u001b[1;32m 112\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21m__call__\u001b[39m(\u001b[38;5;28mself\u001b[39m, diagram: Diagram) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Circuit:\n\u001b[1;32m 113\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Convert a lambeq diagram into a lambeq circuit.\"\"\"\u001b[39;00m\n\u001b[0;32m--> 114\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfunctor\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdiagram\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/backend/grammar.py:1966\u001b[0m, in \u001b[0;36mFunctor.__call__\u001b[0;34m(self, entity)\u001b[0m\n\u001b[1;32m 1964\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mob_with_cache(entity)\n\u001b[1;32m 1965\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m-> 1966\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mar_with_cache\u001b[49m\u001b[43m(\u001b[49m\u001b[43mentity\u001b[49m\u001b[43m)\u001b[49m\n", + "File 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\u001b[49m\u001b[43mfunctor\u001b[49m\u001b[43m(\u001b[49m\u001b[43mbox\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_diagram\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1246\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m@\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mfunctor\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mid\u001b[49m\u001b[43m(\u001b[49m\u001b[43mright\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[1;32m 1247\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m diagram\n", + "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/backend/grammar.py:923\u001b[0m, in \u001b[0;36mDiagram.__matmul__\u001b[0;34m(self, rhs)\u001b[0m\n\u001b[1;32m 922\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21m__matmul__\u001b[39m(\u001b[38;5;28mself\u001b[39m, rhs: Diagrammable \u001b[38;5;241m|\u001b[39m Ty) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Self:\n\u001b[0;32m--> 923\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtensor\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrhs\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/backend/grammar.py:917\u001b[0m, in \u001b[0;36mDiagram.tensor\u001b[0;34m(self, *diagrams)\u001b[0m\n\u001b[1;32m 915\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m diagram \u001b[38;5;129;01min\u001b[39;00m diags:\n\u001b[1;32m 916\u001b[0m right \u001b[38;5;241m=\u001b[39m right[\u001b[38;5;28mlen\u001b[39m(diagram\u001b[38;5;241m.\u001b[39mdom):]\n\u001b[0;32m--> 917\u001b[0m layers \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m [layer\u001b[38;5;241m.\u001b[39mextend(left, right) \u001b[38;5;28;01mfor\u001b[39;00m layer \u001b[38;5;129;01min\u001b[39;00m diagram\u001b[38;5;241m.\u001b[39mlayers]\n\u001b[1;32m 918\u001b[0m left \u001b[38;5;241m@\u001b[39m\u001b[38;5;241m=\u001b[39m diagram\u001b[38;5;241m.\u001b[39mcod\n\u001b[1;32m 920\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mtype\u001b[39m(\u001b[38;5;28mself\u001b[39m)(dom\u001b[38;5;241m=\u001b[39mdom, cod\u001b[38;5;241m=\u001b[39mleft, layers\u001b[38;5;241m=\u001b[39mlayers)\n", + "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/backend/grammar.py:917\u001b[0m, in \u001b[0;36m\u001b[0;34m(.0)\u001b[0m\n\u001b[1;32m 915\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m diagram \u001b[38;5;129;01min\u001b[39;00m diags:\n\u001b[1;32m 916\u001b[0m right \u001b[38;5;241m=\u001b[39m right[\u001b[38;5;28mlen\u001b[39m(diagram\u001b[38;5;241m.\u001b[39mdom):]\n\u001b[0;32m--> 917\u001b[0m layers \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m [layer\u001b[38;5;241m.\u001b[39mextend(left, right) \u001b[38;5;28;01mfor\u001b[39;00m layer \u001b[38;5;129;01min\u001b[39;00m diagram\u001b[38;5;241m.\u001b[39mlayers]\n\u001b[1;32m 918\u001b[0m left \u001b[38;5;241m@\u001b[39m\u001b[38;5;241m=\u001b[39m diagram\u001b[38;5;241m.\u001b[39mcod\n\u001b[1;32m 920\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mtype\u001b[39m(\u001b[38;5;28mself\u001b[39m)(dom\u001b[38;5;241m=\u001b[39mdom, cod\u001b[38;5;241m=\u001b[39mleft, layers\u001b[38;5;241m=\u001b[39mlayers)\n", + "\u001b[0;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "from lambeq import Sim4Ansatz\n", + "from lambeq import AtomicType\n", + "\n", + "N = AtomicType.NOUN\n", + "ansatz = Sim4Ansatz({N:1}, n_layers=3)\n", + "\n", + "for i in datadict.keys():\n", + " datadict[i].update({'text_circuit_sim4_13': ansatz(datadict[i]['dsc_diag'])})" + ] + }, + { + "cell_type": "markdown", + "id": "ffdeb9a1", + "metadata": {}, + "source": [ + "## 5. Question Asking Circuits and Further Processing of the Circuits\n", + "The main spirit of this tutorial is having questions also be circuits that one sequetially composes with the circuits representing texts in order to see the similarity between the texts and guess the answer to the question by performing postselections. More details on question asking can be found [here](https://arxiv.org/pdf/2409.08777).\n", + "\n", + "Now that we already have the circuits representing the texts, we need to make the circuits representing the questions. Remember, in our experiment, we need to have a pair of circuits, one for the affirmative case, and the other for the negative case. However, when adding the box corresponding to the question, we have to make sure that the wires of the question box correspond to the nouns from the text that are asked about. \n", + "\n", + "Below, the function `return_noun_list` returns all the nouns in a text and the function `return_q_nouns` return all the nouns in a question. One can notice that in the latter, we take the second and fifth noun as the subject and object of the question respectively. This works because of the simple case of the babI6 experiments, all the questions are of the format \"Is the subject in the location?\"." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "15baa8dd", + "metadata": {}, + "outputs": [], + "source": [ + "from lambeq.backend.grammar import Ty\n", + "\n", + "def return_noun_list(text):\n", + " noun_list = []\n", + " for b in text.boxes:\n", + " if b.dom == Ty() and b.cod == N:\n", + " noun_list.append(b.name)\n", + " \n", + " return noun_list" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "32d767fc", + "metadata": {}, + "outputs": [], + "source": [ + "def return_q_nouns(question):\n", + " question_words = question.split(' ')\n", + " q_nouns = [question_words[1], question_words[4].strip('?')]\n", + " return q_nouns" + ] + }, + { + "cell_type": "markdown", + "id": "7ae48f77", + "metadata": {}, + "source": [ + "We proceed to add the lists obtained from the functions above to the dictionary to be used later once we want to add the question asking boxes. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "eeefa4e2", + "metadata": {}, + "outputs": [], + "source": [ + "for i in datadict.keys():\n", + " datadict[i].update({'noun_list_text': return_noun_list(datadict[i]['dsc_diag'])})\n", + " datadict[i].update({'noun_list_question': return_q_nouns(datadict[i]['question'])})" + ] + }, + { + "cell_type": "markdown", + "id": "210a2617", + "metadata": {}, + "source": [ + "We needed to extract the list of nouns in the texts as well as the list of nouns in their corresponding questions to remove the entries where the question nouns include nouns that are not in the text (questions that ask about subjects or locations not present in the text. We do this for simplification purposes). The following cell checks every entry from the `datadict` dictionary and adds the ids of \"bad\" entries (entries where the question contains nouns not present in the text) to the `discarded_ids` list that will be used later on." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ac2c4298", + "metadata": {}, + "outputs": [], + "source": [ + "#reduce texts where question nouns are not in the text\n", + "discarded_datalist = []\n", + "discarded_ids = []\n", + "for i in datadict.keys():\n", + " text_nouns = datadict[i]['noun_list_text']\n", + " q_nouns = datadict[i]['noun_list_question']\n", + " for noun in q_nouns:\n", + " if noun not in text_nouns:\n", + " discarded_datalist.append(datadict[i])\n", + " discarded_ids.append(i)\n", + " break" + ] + }, + { + "cell_type": "markdown", + "id": "7deda19b", + "metadata": {}, + "source": [ + "Now that we have a list of ids of entries that should be discarded because they contain nouns in the questions that are not present in the reduced contexts corresponding to them, we simply remove the said entries from the `datadict` dictionary." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "72b15b5f", + "metadata": {}, + "outputs": [], + "source": [ + "reduced_datadict = {}\n", + "for i in datadict.keys():\n", + " if i not in discarded_ids:\n", + " if datadict[i]['text_length'] < TEXT_LENGTH:\n", + " reduced_datadict.update({i:datadict[i]})" + ] + }, + { + "cell_type": "markdown", + "id": "33fb6e7e", + "metadata": {}, + "source": [ + "Moreover, remember that for efficiency purposes, we also wanted to limit the number of wires in every circuit by chekcing that every circuit's codomain (which is the number of open wires of a circuit) is less than or equal to `MAX_WIDTH`. The following filters the entries in the `datadict` dictionary and only keep the entries in which the text circuits have less than or equal to the maximum number of wires specified in `MAX_WIDTH`." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "af318e63", + "metadata": {}, + "outputs": [], + "source": [ + "# Reducing the size of the dictionary by removing the circuits that have more than a certain number of wires. \n", + "def right_cod_size(circuit):\n", + " if len(circuit.cod) > MAX_WIDTH:\n", + " return False\n", + " return True\n", + "\n", + "def filter_entries_by_pos_neg_circuit_pair(entries):\n", + " filtered_entries = {}\n", + " \n", + " for key, entry in entries.items():\n", + " pos_neg_circuit_pair = entry.get('text_circuit_sim4_13')\n", + " if pos_neg_circuit_pair and right_cod_size(pos_neg_circuit_pair):\n", + " filtered_entries[key] = entry\n", + " \n", + " return filtered_entries\n", + "\n", + "filtered_cod_datadict = filter_entries_by_pos_neg_circuit_pair(reduced_datadict)" + ] + }, + { + "cell_type": "markdown", + "id": "b04a8ff9", + "metadata": {}, + "source": [ + "Now that the text circuits are post-processed for optimization, it is time to make the question asking circuits to later sequentially compose the latter with the former. \n", + "\n", + "We first start with constructing two boxes `q1` and `q2` for both the affirmative and negative questions respectively. An affirmative question is just the same question that came with the text (in the pre-processing step). On the other hand, the negative question refers to the question on the negative case of the affirmative questions. For example, if the question related to a text is \"Is Emily in the kitchen?\", the equivalent negative question would be \"Is Emily not in the kitchen?\". For the purposes of this training, all the questions are either in the format of \"Is subject in object?\" or \"Is subject not in object?\". Therefore, we will need two boxes for the questions, a box for the \"is in\" questions, and another for the \"is not in\" questions. The purpose of having two generic boxes is that the ML model will learn later the parameters for these boxes. For more details about question asking in DiscoCir, we recommend [this paper](https://arxiv.org/pdf/2409.08777).\n", + "\n", + "Notice that we also created two question boxes that are equiped with swaps, the purpose of which will become clearer in later parts of the tutorial. \n", + "\n", + "We apply the same ansatz applied on the text circuits (Sim4Ansatz with 3 layers and one qubit for each wire). Lastly, we add the postselections by sequentially composing the resulting circuit from applying the ansatz to a parallel composition of two effects (bras). " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a4ea6896", + "metadata": {}, + "outputs": [], + "source": [ + "from lambeq.backend.grammar import Box, Id\n", + "from lambeq.backend.quantum import Bra, Discard, qubit, Id, Swap\n", + "from lambeq import AtomicType, Sim4Ansatz\n", + "\n", + "N = AtomicType.NOUN\n", + "\n", + "q1 = Box('is_in', N@N, N@N)\n", + "q2 = Box('is_not_in', N@N, N@N)\n", + "\n", + "ansatz = Sim4Ansatz({N:1}, n_layers=3)\n", + "qcirc1 = ansatz(q1)\n", + "qcirc2 = ansatz(q2)\n", + "\n", + "#add the postselections to the questions\n", + "qcirc1_final = qcirc1 >> Bra(0) @ Bra(0)\n", + "qcirc2_final = qcirc2 >> Bra(0) @ Bra(0)\n", + "\n", + "is_in_q = qcirc1_final\n", + "is_not_in_q = qcirc2_final\n", + "\n", + "is_in_q_swp = Swap(qubit, qubit) >> qcirc1 >> Bra(0) @ Bra(0)\n", + "is_not_in_q_swp = Swap(qubit, qubit) >> qcirc2 >> Bra(0) @ Bra(0)" + ] + }, + { + "cell_type": "markdown", + "id": "fa5f120a", + "metadata": {}, + "source": [ + "## 5. Assembling The Text Circuits with the Question Circuits\n", + "\n", + "Now that we have all the ingredients in place (the text and question circuits), it is time to assemble them using sequential composition. However, we need to be careful and only attach the wires in the question boxes to the corresponding wires in the text boxes so that the nouns match. Moreover, we have to discard the wires of the nouns that are not included in the question. In order to do this, we might need to perform some swaps so that the wires that get composed with the question circuit are the corresponding wires from the text circuit.\n", + "\n", + "We start by creating a layer composed of either identities (to link with the wires corresponding to the question nouns), or discards (for the rest of the wires). Once we sequentially compose this layer with the text circuit, this leaves us with a circuit whose codomain has two wires corresponding to the question. In order for us to attach the question boxes, we have to make sure that the wires from the question circuits are linked to the right wires from the text circuit. To achieve this, we check the question ids of the wires in the text circuits (to see whether the nouns in the text circuits are in the right order). This helps us decide whether to use the quetion boxes that come with swaps, or the ones without swaps (if the question wires are in the wrong order, we would need a swap to bring them back to the right order for the questions. Remember, we already created question boxes that are also equiped with swaps for this purpose).\n", + "\n", + "Notice that, throughout the next cell, we always have two circuits. The circuit names ending in \"pos\" signal the circuits corrsponding to the affirmative questions, while their counterparts ending in \"neg\" signal the ones corresponding to the negative questions." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9f50a873", + "metadata": {}, + "outputs": [], + "source": [ + "# Bringing everything together by plugging the question asking part to the text circuits\n", + "for i in reduced_datadict.keys():\n", + " \n", + " text_circuit = reduced_datadict[i]['text_circuit_sim4_13']\n", + " text_nouns = datadict[i]['noun_list_text']\n", + " q_nouns = datadict[i]['noun_list_question']\n", + " qid1 = datadict[i]['noun_list_text'].index(q_nouns[0])\n", + " qid2 = datadict[i]['noun_list_text'].index(q_nouns[1])\n", + "\n", + " swap_required = False\n", + " \n", + " if qid1 > qid2: \n", + " swap_required = True\n", + " elif qid1 < qid2:\n", + " swap_required = False\n", + " else:\n", + " print('noun ids are idential, error')\n", + "\n", + " quest_mid_layer = Id(qubit) if (qid1 == 0 or qid2 == 0) else Discard()\n", + " \n", + " \n", + " for k in range(1, len(text_circuit.cod)):\n", + " if k == qid1 or k == qid2:\n", + " quest_mid_layer = quest_mid_layer @ Id(qubit)\n", + " else:\n", + " quest_mid_layer = quest_mid_layer @ Discard()\n", + "\n", + " final_circuit = text_circuit >> quest_mid_layer\n", + "\n", + " if swap_required:\n", + " final_circuit_pos = final_circuit >> is_in_q_swp\n", + " final_circuit_neg = final_circuit >> is_not_in_q_swp\n", + " else:\n", + " final_circuit_pos = final_circuit >> is_in_q\n", + " final_circuit_neg = final_circuit >> is_not_in_q\n", + "\n", + " reduced_datadict[i].update({'pos_neg_circuit_pair': (final_circuit_pos, final_circuit_neg)})" + ] + }, + { + "cell_type": "markdown", + "id": "8fd17926", + "metadata": {}, + "source": [ + "## 6. Preparing The Datasets for Training\n", + "Now that our circuit pairs are ready, we move on to the final step of training a model.\n", + "\n", + "The first step is to prepare the data for training. We start with updating the \"yes\"." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bc8aecdb", + "metadata": {}, + "outputs": [], + "source": [ + "babi6_datadict = {}\n", + "for i in reduced_datadict.keys():\n", + " # Add the updated dictionary with the transformed 'answer'\n", + " babi6_datadict.update({\n", + " i: {\n", + " 'text': reduced_datadict[i]['text'],\n", + " 'question': reduced_datadict[i]['question'],\n", + " 'answer': 1 if reduced_datadict[i]['answer'] == 'yes' else 0, # Transform 'yes' to 1 and 'no' to 0\n", + " 'quantum_circ_pair_pos_neg': reduced_datadict[i]['pos_neg_circuit_pair'],\n", + " 'text_length': reduced_datadict[i]['text_length']\n", + " }\n", + " })" + ] + }, + { + "cell_type": "markdown", + "id": "3545dc09", + "metadata": {}, + "source": [ + "The next step would be to make three sets: training, validation, and test sets. We try to balance the entries." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bcecde44", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "the minimum size is: 88\n" + ] + } + ], + "source": [ + "import random\n", + "from collections import defaultdict\n", + "\n", + "# Add the 'measure' field to each item\n", + "for key, value in babi6_datadict.items():\n", + " temp = -1 if value['answer'] == 0 else 1\n", + " value['measure'] = temp * value['text_length']\n", + "\n", + "# Group items by absolute value of measure\n", + "abs_value_groups = defaultdict(list)\n", + "for key, value in babi6_datadict.items():\n", + " abs_value = abs(value['measure'])\n", + " abs_value_groups[abs_value].append((key, value))\n", + "\n", + "# Balance signs within each group and ensure diverse sizes\n", + "new_balanced_dict = {}\n", + "for abs_value, items in abs_value_groups.items():\n", + " # Separate positive and negative items\n", + " positive_items = [(k, v) for k, v in items if v['measure'] > 0]\n", + " negative_items = [(k, v) for k, v in items if v['measure'] < 0]\n", + " \n", + " # Determine the maximum balanced size for this group\n", + " min_size = min(len(positive_items), len(negative_items))\n", + " print(\"the minimum size is: \" + str(min_size))\n", + " \n", + " # Randomly sample from each group to balance\n", + " balanced_positive = random.sample(positive_items, min_size)\n", + " balanced_negative = random.sample(negative_items, min_size)\n", + " \n", + " # Add to the balanced dictionary\n", + " for k, v in balanced_positive + balanced_negative:\n", + " new_balanced_dict[k] = v" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "91b7c34d", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "# Convert dictionary into list of keys and values\n", + "keys = list(new_balanced_dict.keys())\n", + "values = list(new_balanced_dict.values())\n", + "\n", + "# Split into training and temporary (validation + testing)\n", + "train_keys, temp_keys, train_values, temp_values = train_test_split(\n", + " keys, values, test_size=0.4, random_state=42 # 60% training, 40% temp\n", + ")\n", + "\n", + "# =Split the temporary set into validation and testing\n", + "val_keys, test_keys, val_values, test_values = train_test_split(\n", + " temp_keys, temp_values, test_size=0.5, random_state=42 # 20% validation, 20% testing\n", + ")\n", + "\n", + "# Reconstruct dictionaries for training, validation, and testing\n", + "training_dict_babi6 = {k: v for k, v in zip(train_keys, train_values)}\n", + "validation_dict_babi6 = {k: v for k, v in zip(val_keys, val_values)}\n", + "test_dict_babi6 = {k: v for k, v in zip(test_keys, test_values)}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0dd61567", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "52\n", + "53\n" + ] + } + ], + "source": [ + "yes_count = 0\n", + "no_count = 0\n", + "for i in training_dict_babi6:\n", + " if training_dict_babi6[i]['answer'] == 0:\n", + " no_count += 1\n", + " else:\n", + " yes_count += 1\n", + "\n", + "print(yes_count)\n", + "print(no_count)" + ] + }, + { + "cell_type": "markdown", + "id": "af769549", + "metadata": {}, + "source": [ + "Now, the final step is to store all of this data in separate files for training, validation, and testing, to be used in part II of this tutorial." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b9f1a78c", + "metadata": {}, + "outputs": [], + "source": [ + "with open(TRAINING_DATASET_FILEPATH, 'wb') as file:\n", + " pickle.dump(training_dict_babi6, file)\n", + "with open(VALIDATION_DATASET_FILEPATH, 'wb') as file:\n", + " pickle.dump(validation_dict_babi6, file)\n", + "with open(TEST_DATASET_FILEPATH, 'wb') as file:\n", + " pickle.dump(test_dict_babi6, file) " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "experimentsenv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 2356f8c01b9896c53b45a7a0d868ad5c737c623b Mon Sep 17 00:00:00 2001 From: Ouissal Moumou Date: Thu, 13 Feb 2025 15:12:22 +0000 Subject: [PATCH 2/8] minor changes: errors eliminated --- ...al_Babi6_new_parser-release training.ipynb | 146 +++++++++++++----- ...i6_new_parser-release-preparing-data.ipynb | 53 ++----- 2 files changed, 125 insertions(+), 74 deletions(-) diff --git a/docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb b/docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb index b19ba89..5119b92 100644 --- a/docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb +++ b/docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "b67efc5e", "metadata": {}, "outputs": [], @@ -29,7 +29,7 @@ "VALIDATION_DATASET_FILEPATH = 'tutorial_validation_ffl' + str(FFL) + '_sandwich_' + str(SANDWICH) + '.pkl'\n", "TEST_DATASET_FILEPATH = 'tutorial_test_ffl' + str(FFL) + '_sandwich_' + str(SANDWICH) + '.pkl'\n", "\n", - "BATCH_SIZE = 2\n", + "BATCH_SIZE = 5\n", "EPOCHS = 30\n", "SEED = 2\n", "LEARNING_RATE = 0.005" @@ -137,6 +137,27 @@ "test_answers = [[0., 1.] if not answer else [1., 0.] for answer in test_answers]" ] }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6857d72a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "105" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(training_answers)" + ] + }, { "cell_type": "markdown", "id": "1d54c0c2", @@ -147,7 +168,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "67d6507a", "metadata": {}, "outputs": [], @@ -181,7 +202,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 7, "id": "84d09be7", "metadata": {}, "outputs": [], @@ -196,6 +217,10 @@ " for circuit in circuit_tuple:\n", " all_circuits.append(circuit)\n", "\n", + "for circuit_tuple in test_circuits:\n", + " for circuit in circuit_tuple:\n", + " all_circuits.append(circuit)\n", + "\n", "backend_config = {'backend': 'default.qubit'} # this is the default PennyLane simulator\n", "model = PairCircuitModel.from_diagrams(all_circuits,\n", " probabilities=False,\n", @@ -215,7 +240,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 8, "id": "9081225f", "metadata": {}, "outputs": [], @@ -235,7 +260,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 9, "id": "991d8f44", "metadata": {}, "outputs": [], @@ -251,7 +276,28 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 10, + "id": "ec1a4b8e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "105" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(train_dataset)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, "id": "a340f1a1", "metadata": {}, "outputs": [ @@ -259,24 +305,41 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/xl/dhbq46vx3fjd140_39vc28hh0000gp/T/ipykernel_15626/1585835587.py:7: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n", - " y_hat, torch.tensor(y, dtype=y_hat.dtype)\n" - ] - }, - { - "ename": "IndexError", - "evalue": "Dimension out of range (expected to be in range of [-1, 0], but got 1)", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mIndexError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[19], line 16\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mlambeq\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m PytorchTrainer\n\u001b[1;32m 3\u001b[0m trainer \u001b[38;5;241m=\u001b[39m PytorchTrainer(\n\u001b[1;32m 4\u001b[0m model\u001b[38;5;241m=\u001b[39mmodel,\n\u001b[1;32m 5\u001b[0m loss_function\u001b[38;5;241m=\u001b[39mloss,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 13\u001b[0m seed\u001b[38;5;241m=\u001b[39mSEED\n\u001b[1;32m 14\u001b[0m )\n\u001b[0;32m---> 16\u001b[0m \u001b[43mtrainer\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfit\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtrain_dataset\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mval_dataset\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/training/trainer.py:588\u001b[0m, in \u001b[0;36mTrainer.fit\u001b[0;34m(self, train_dataset, val_dataset, log_interval, eval_interval, eval_mode, early_stopping_criterion, early_stopping_interval, minimize_criterion, full_timing_report)\u001b[0m\n\u001b[1;32m 580\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m batch \u001b[38;5;129;01min\u001b[39;00m tqdm(train_dataset,\n\u001b[1;32m 581\u001b[0m desc\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mBatch\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m 582\u001b[0m total\u001b[38;5;241m=\u001b[39mtrain_dataset\u001b[38;5;241m.\u001b[39mbatches_per_epoch,\n\u001b[1;32m 583\u001b[0m disable\u001b[38;5;241m=\u001b[39mdisable_tqdm,\n\u001b[1;32m 584\u001b[0m leave\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[1;32m 585\u001b[0m position\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m):\n\u001b[1;32m 587\u001b[0m step \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n\u001b[0;32m--> 588\u001b[0m t_loss \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_step_and_eval\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 589\u001b[0m \u001b[43m \u001b[49m\u001b[43mbatch\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 590\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtraining_step\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 591\u001b[0m \u001b[43m \u001b[49m\u001b[43mtrain_losses\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 592\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_train_eval_running\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 593\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtrain_durations\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 594\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mevaluate_on_train\u001b[49m\n\u001b[1;32m 595\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 597\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_to_tensorboard(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtrain/step_loss\u001b[39m\u001b[38;5;124m'\u001b[39m, t_loss, step)\n\u001b[1;32m 598\u001b[0m status_bar\u001b[38;5;241m.\u001b[39mset_description(\n\u001b[1;32m 599\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_generate_stat_report(\n\u001b[1;32m 600\u001b[0m train_loss\u001b[38;5;241m=\u001b[39mt_loss,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 607\u001b[0m )\n\u001b[1;32m 608\u001b[0m )\n", - "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/training/trainer.py:390\u001b[0m, in \u001b[0;36mTrainer._step_and_eval\u001b[0;34m(self, batch, step_func, losses, eval_results, step_durations, evaluate)\u001b[0m\n\u001b[1;32m 388\u001b[0m step_start \u001b[38;5;241m=\u001b[39m time\u001b[38;5;241m.\u001b[39mtime()\n\u001b[1;32m 389\u001b[0m batch_size \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(batch[\u001b[38;5;241m0\u001b[39m])\n\u001b[0;32m--> 390\u001b[0m y_hat, loss \u001b[38;5;241m=\u001b[39m \u001b[43mstep_func\u001b[49m\u001b[43m(\u001b[49m\u001b[43mbatch\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 391\u001b[0m losses\u001b[38;5;241m.\u001b[39mappend((batch_size, loss))\n\u001b[1;32m 393\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mevaluate_functions \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m evaluate:\n", - "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/training/pytorch_trainer.py:197\u001b[0m, in \u001b[0;36mPytorchTrainer.training_step\u001b[0;34m(self, batch)\u001b[0m\n\u001b[1;32m 183\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Perform a training step.\u001b[39;00m\n\u001b[1;32m 184\u001b[0m \n\u001b[1;32m 185\u001b[0m \u001b[38;5;124;03mParameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 194\u001b[0m \n\u001b[1;32m 195\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 196\u001b[0m x, y \u001b[38;5;241m=\u001b[39m batch\n\u001b[0;32m--> 197\u001b[0m y_hat \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmodel\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 198\u001b[0m loss \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mloss_function(y_hat, y\u001b[38;5;241m.\u001b[39mto(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdevice))\n\u001b[1;32m 199\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtrain_costs\u001b[38;5;241m.\u001b[39mappend(loss\u001b[38;5;241m.\u001b[39mitem())\n", - "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/training/model.py:55\u001b[0m, in \u001b[0;36mModel.__call__\u001b[0;34m(self, *args, **kwds)\u001b[0m\n\u001b[1;32m 54\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21m__call__\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39margs: Any, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwds: Any) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Any:\n\u001b[0;32m---> 55\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mforward\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n", - "Cell \u001b[0;32mIn[15], line 14\u001b[0m, in \u001b[0;36mPairCircuitModel.forward\u001b[0;34m(self, circ_pairs)\u001b[0m\n\u001b[1;32m 10\u001b[0m neg_out \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mabs\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mget_diagram_output(neg_circs))\n\u001b[1;32m 12\u001b[0m \u001b[38;5;66;03m# implement a function that would merge pos_out and neg_out into an nx2 tensor\u001b[39;00m\n\u001b[1;32m 13\u001b[0m \u001b[38;5;66;03m#out_tensor = torch.stack((pos_out, neg_out), dim=1)\u001b[39;00m\n\u001b[0;32m---> 14\u001b[0m out_tensor \u001b[38;5;241m=\u001b[39m \u001b[43mtorch\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcat\u001b[49m\u001b[43m(\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpos_out\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43munsqueeze\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mneg_out\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43munsqueeze\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdim\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 15\u001b[0m out_tensor \u001b[38;5;241m=\u001b[39m torch\u001b[38;5;241m.\u001b[39msoftmax(out_tensor, dim\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m)\n\u001b[1;32m 17\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m out_tensor\n", - "\u001b[0;31mIndexError\u001b[0m: Dimension out of range (expected to be in range of [-1, 0], but got 1)" + "/var/folders/xl/dhbq46vx3fjd140_39vc28hh0000gp/T/ipykernel_45123/1585835587.py:7: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n", + " y_hat, torch.tensor(y, dtype=y_hat.dtype)\n", + "Epoch 1: train/loss: 1.5370 valid/loss: 2.9836 train/time: 1m49s valid/time: 38.70s train/acc: 0.5429 valid/acc: 0.4571\n", + "Epoch 2: train/loss: 0.6532 valid/loss: 2.7895 train/time: 1m58s valid/time: 40.71s train/acc: 0.6000 valid/acc: 0.3429\n", + "Epoch 3: train/loss: 2.2022 valid/loss: 3.5438 train/time: 1m57s valid/time: 39.87s train/acc: 0.6286 valid/acc: 0.3429\n", + "Epoch 4: train/loss: 0.8276 valid/loss: 4.5185 train/time: 1m51s valid/time: 42.11s train/acc: 0.6952 valid/acc: 0.4286\n", + "Epoch 5: train/loss: 0.7184 valid/loss: 4.9401 train/time: 1m55s valid/time: 42.15s train/acc: 0.7238 valid/acc: 0.3714\n", + "Epoch 6: train/loss: 0.4825 valid/loss: 5.4519 train/time: 1m53s valid/time: 39.68s train/acc: 0.7143 valid/acc: 0.3714\n", + "Epoch 7: train/loss: 0.4445 valid/loss: 6.5718 train/time: 1m51s valid/time: 39.32s train/acc: 0.7238 valid/acc: 0.4000\n", + "Epoch 8: train/loss: 0.3679 valid/loss: 6.2385 train/time: 2m0s valid/time: 40.68s train/acc: 0.7429 valid/acc: 0.4000\n", + "Epoch 9: train/loss: 0.3095 valid/loss: 6.7013 train/time: 1m54s valid/time: 40.06s train/acc: 0.7619 valid/acc: 0.4286\n", + "Epoch 10: train/loss: 0.2272 valid/loss: 6.4791 train/time: 1m59s valid/time: 40.86s train/acc: 0.8095 valid/acc: 0.4286\n", + "Epoch 11: train/loss: 0.6715 valid/loss: 6.6007 train/time: 1m54s valid/time: 39.54s train/acc: 0.8000 valid/acc: 0.4571\n", + "Epoch 12: train/loss: 0.3922 valid/loss: 1.7500 train/time: 1m58s valid/time: 44.03s train/acc: 0.7905 valid/acc: 0.4571\n", + "Epoch 13: train/loss: 3.7541 valid/loss: 3.8887 train/time: 1m53s valid/time: 41.77s train/acc: 0.7619 valid/acc: 0.6286\n", + "Epoch 14: train/loss: 2.0752 valid/loss: 5.7808 train/time: 1m59s valid/time: 41.75s train/acc: 0.6476 valid/acc: 0.3714\n", + "Epoch 15: train/loss: 1.0661 valid/loss: 1.6665 train/time: 2m0s valid/time: 41.13s train/acc: 0.6667 valid/acc: 0.5429\n", + "Epoch 16: train/loss: 0.1893 valid/loss: 1.7724 train/time: 1m57s valid/time: 41.65s train/acc: 0.7429 valid/acc: 0.6286\n", + "Epoch 17: train/loss: 0.6477 valid/loss: 1.4505 train/time: 2m5s valid/time: 44.40s train/acc: 0.6762 valid/acc: 0.5714\n", + "Epoch 18: train/loss: 0.2460 valid/loss: 1.0262 train/time: 1m53s valid/time: 12m29s train/acc: 0.8000 valid/acc: 0.6571\n", + "Epoch 19: train/loss: 0.5696 valid/loss: 1.1213 train/time: 1m59s valid/time: 40.40s train/acc: 0.8190 valid/acc: 0.6857\n", + "Epoch 20: train/loss: 0.3404 valid/loss: 1.1174 train/time: 2m10s valid/time: 45.98s train/acc: 0.8476 valid/acc: 0.6571\n", + "Epoch 21: train/loss: 0.5572 valid/loss: 1.1474 train/time: 2m1s valid/time: 45.00s train/acc: 0.8857 valid/acc: 0.7143\n", + "Epoch 22: train/loss: 0.0731 valid/loss: 1.3623 train/time: 2m0s valid/time: 41.02s train/acc: 0.9048 valid/acc: 0.6571\n", + "Epoch 23: train/loss: 0.1005 valid/loss: 1.6095 train/time: 2m1s valid/time: 42.97s train/acc: 0.9048 valid/acc: 0.6571\n", + "Epoch 24: train/loss: 0.3268 valid/loss: 2.6929 train/time: 1m56s valid/time: 42.86s train/acc: 0.9048 valid/acc: 0.6571\n", + "Epoch 25: train/loss: 0.0672 valid/loss: 2.7171 train/time: 2m6s valid/time: 48.04s train/acc: 0.9143 valid/acc: 0.7143\n", + "Epoch 26: train/loss: 0.4277 valid/loss: 1.5331 train/time: 1m57s valid/time: 42.90s train/acc: 0.9429 valid/acc: 0.7429\n", + "Epoch 27: train/loss: 0.4089 valid/loss: 2.7178 train/time: 1m59s valid/time: 40.65s train/acc: 0.9429 valid/acc: 0.7429\n", + "Epoch 28: train/loss: 0.1028 valid/loss: 2.6944 train/time: 1m57s valid/time: 40.42s train/acc: 0.9429 valid/acc: 0.7143\n", + "Epoch 29: train/loss: 0.4875 valid/loss: 2.9313 train/time: 1m60s valid/time: 42.20s train/acc: 0.9429 valid/acc: 0.7429\n", + "Epoch 30: train/loss: 0.0199 valid/loss: 2.6868 train/time: 1m60s valid/time: 40.84s train/acc: 0.9429 valid/acc: 0.7143\n", + "\n", + "Training completed!\n", + "train/time: 58m55s train/time_per_epoch: 1m58s train/time_per_step: 5.61s valid/time: 32m41s valid/time_per_eval: 1m5s\n" ] } ], @@ -309,24 +372,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "2df2f3c7", "metadata": {}, "outputs": [ { - "ename": "NameError", - "evalue": "name 'trainer' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[30], line 13\u001b[0m\n\u001b[1;32m 10\u001b[0m ax_tl\u001b[38;5;241m.\u001b[39mset_ylabel(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mLoss\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 12\u001b[0m colours \u001b[38;5;241m=\u001b[39m \u001b[38;5;28miter\u001b[39m(plt\u001b[38;5;241m.\u001b[39mrcParams[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124maxes.prop_cycle\u001b[39m\u001b[38;5;124m'\u001b[39m]\u001b[38;5;241m.\u001b[39mby_key()[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcolor\u001b[39m\u001b[38;5;124m'\u001b[39m])\n\u001b[0;32m---> 13\u001b[0m range_ \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marange(\u001b[38;5;241m1\u001b[39m, \u001b[43mtrainer\u001b[49m\u001b[38;5;241m.\u001b[39mepochs \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1\u001b[39m)\n\u001b[1;32m 14\u001b[0m ax_tl\u001b[38;5;241m.\u001b[39mplot(range_, trainer\u001b[38;5;241m.\u001b[39mtrain_epoch_costs, color\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mnext\u001b[39m(colours))\n\u001b[1;32m 15\u001b[0m ax_bl\u001b[38;5;241m.\u001b[39mplot(range_, trainer\u001b[38;5;241m.\u001b[39mtrain_eval_results[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124macc\u001b[39m\u001b[38;5;124m'\u001b[39m], color\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mnext\u001b[39m(colours))\n", - "\u001b[0;31mNameError\u001b[0m: name 'trainer' is not defined" - ] + "data": { + "text/plain": [ + "Text(26.4, 0.7428571428571429, 'early stopping')" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" }, { "data": { - "image/png": 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/6qmnyr7fvHnz8jm3Z8+e+f3S+6ZS8TfeeGPtPuVKuCfpnL7//vvnONa5c+f86I/f//739fapiUNp+9FHH13aZJNNSptttlnpm9/8Zum9995bbXxqLOalOFnuUSHpESJHHXVULsWeysGnePHlL385x7OGbVqwYEHZ/yd1S8i//PLLpU984hP5O6bXVlXOPZWbT/vWfHaKgf/2b/9WWrRoUZP7vObRLLvttlvto1OUc69OrdJ/mjvRA9a9NOKUKiPWVHICgMakUa00LTxNhUv3agFN454sqEBp+kddKbFKzzRJ9wUAALBuuScLKlCa75/KsKc/03NRbrjhhnwj71lnndXcTQMAqHiSLKhA6Qbln/zkJzF37tzo0KFDvsH58ssvb/QBwgAAFKdZ78l68sknc5WbGTNm5LKmqTJZum9kdc8pSpXK0r0l6Sni6Tk+6Yo9AABAVPs9WUuWLMklQBs+g6ExqYxoKqd58MEH51LUZ5xxRpx44onxyCOPrPO2AgAArIkWU10wPW9odSNZZ599djz00EP1HgSXnoKeHvg2ZcqU9dRSAACACrknKz0Eb/DgwfW2DRkyJI9oNWbp0qV5qbFixYr8wLgtttgiJ3YArD/put7bb7+dHw7a8AGr1URsAqjsuLRBJVnpJv70JO660vrixYtzyeqNNtpopWPGjx+fn/MAQMsxZ86c+OhHPxrVSmwCqOy4tEElWWtjzJgxuVBGjUWLFsW2226bO7Jz587N2jaAapMuiqWiRZtssklUM7EJoLLj0gaVZHXv3j3mzZtXb1taTwGp3ChWkspXp6WhdIxABtA8qn1KnNgEUNlxaYOaEJ+e9TN16tR62x599NG8HQAAoCVo1iTrnXfeyaXY01JToj39PHv27NrpFCNGjKjd/+tf/3rMmjUrzjrrrHj55Zfj+uuvj7vvvjvOPPPMZvsOAAAALSbJeuaZZ2LvvffOS5Lmp6efx44dm9fTA4prEq5k++23zyXc0+hVer7WNddcEzfffHOuMAgAANAStJjnZK3Pm9u6dOmSbzI27x1g/XIOLk+/AFTW+XeDuicLAACgpZNkAQAAFEiSBQAAUCBJFgAAQIEkWQAAAAWSZAEAABRIkgUAAFAgSRYAAECBJFkAAAAFkmQBAAAUSJIFAABQIEkWAABAgSRZAAAABZJkAQAAFEiSBQAAUCBJFgAAQIEkWQAAAAWSZAEAABRIkgUAAFAgSRYAAECBJFkAAAAFkmQBAAAUSJIFAABQIEkWAABAgSRZAAAABZJkAQAAFEiSBQAAUCBJFgAAQIEkWQAAAAWSZAEAABRIkgUAAFBJSdbEiROjV69e0bFjxxg4cGBMnz59lftPmDAhdt1119hoo42iZ8+eceaZZ8b777+/3toLAADQYpOsyZMnx+jRo2PcuHExc+bM6NOnTwwZMiTmz59fdv8777wzzjnnnLz/Sy+9FLfcckt+j3PPPXe9tx0AAKDFJVnXXnttnHTSSTFq1KjYbbfdYtKkSdGpU6e49dZby+7/9NNPx/777x/HHntsHv065JBDYvjw4asd/QIAAKj4JGvZsmUxY8aMGDx48L8a07p1Xp82bVrZY/bbb798TE1SNWvWrHj44Yfj0EMPbfRzli5dGosXL663AEBzEpsAKluzJVkLFy6M5cuXR7du3eptT+tz584te0wawbr44ovjgAMOiHbt2sWOO+4Yn/zkJ1c5XXD8+PHRpUuX2iXdxwUAzUlsAqhszV74oimeeOKJuPzyy+P666/P93Ddd9998dBDD8Ull1zS6DFjxoyJRYsW1S5z5sxZr20GgIbEJoDK1ra5Prhr167Rpk2bmDdvXr3tab179+5lj7ngggvi+OOPjxNPPDGv77nnnrFkyZI4+eST47zzzsvTDRvq0KFDXgCgpRCbACpbs41ktW/fPvr16xdTp06t3bZixYq8PmjQoLLHvPvuuyslUilRS0ql0jpuMQAAQAseyUpS+faRI0dG//79Y8CAAfkZWGlkKlUbTEaMGBE9evTIc9eTww8/PFck3HvvvfMztV599dU8upW21yRbAAAAVZtkDRs2LBYsWBBjx47NxS769u0bU6ZMqS2GMXv27HojV+eff360atUq//n666/HlltumROsyy67rBm/BQAAwL+0KlXZPLtUJjdVcko3Gnfu3Lm5mwNQVZyDy9MvAJV1/t2gqgsCAAC0dJIsAACAAkmyAAAACiTJAgAAKJAkCwAAoECSLAAAgAJJsgAAAAokyQIAACiQJAsAAKBAkiwAAIACSbIAAAAKJMkCAAAokCQLAACgQJIsAACAAkmyAAAACiTJAgAAKJAkCwAAoECSLAAAgAJJsgAAAAokyQIAACiQJAsAAKBAkiwAAIACSbIAAAAKJMkCAAAokCQLAACgQJIsAACAAkmyAAAACiTJAgAAKJAkCwAAoECSLAAAgAJJsgAAACopyZo4cWL06tUrOnbsGAMHDozp06evcv+33norTj311Nh6662jQ4cOscsuu8TDDz+83toLAACwKm2jGU2ePDlGjx4dkyZNygnWhAkTYsiQIfHKK6/EVltttdL+y5Yti8985jP5tXvvvTd69OgRf/nLX2LTTTdtlvYDAAC0qCTr2muvjZNOOilGjRqV11Oy9dBDD8Wtt94a55xzzkr7p+1vvvlmPP3009GuXbu8LY2CAQAARLVPF0yjUjNmzIjBgwf/qzGtW+f1adOmlT3mwQcfjEGDBuXpgt26dYs99tgjLr/88li+fHmjn7N06dJYvHhxvQUAmpPYBFDZmi3JWrhwYU6OUrJUV1qfO3du2WNmzZqVpwmm49J9WBdccEFcc801cemllzb6OePHj48uXbrULj179iz8uwBAU4hNAJWt2QtfNMWKFSvy/Vg33nhj9OvXL4YNGxbnnXdenmbYmDFjxsSiRYtqlzlz5qzXNgNAQ2ITQGVrtnuyunbtGm3atIl58+bV257Wu3fvXvaYVFEw3YuVjqvxsY99LI98pemH7du3X+mYVIEwLQDQUohNAJWt2UayUkKURqOmTp1ab6Qqraf7rsrZf//949VXX8371fjDH/6Qk69yCRYAAEBVTRdM5dtvuummuOOOO+Kll16Kb3zjG7FkyZLaaoMjRozIUypqpNdTdcHTTz89J1epEmEqfJEKYQAAAES1l3BP91QtWLAgxo4dm6f89e3bN6ZMmVJbDGP27Nm54mCNdGPwI488EmeeeWbstdde+TlZKeE6++yzm/FbAAAA/EurUqlUiiqSyuSmSk7pRuPOnTs3d3MAqopzcHn6BaCyzr8bVHVBAACAlk6SBQAA0NxJVnqex1//+tfa9enTp8cZZ5yRn18FAABQzdYqyTr22GPj8ccfzz+nghWf+cxncqKVHgx88cUXF91GAACAyk6yXnzxxRgwYED++e6774499tgjnn766fjxj38ct99+e9FtBAAAqOwk64MPPqh9Uv1jjz0WRxxxRP65d+/e8cYbbxTbQgAAgEpPsnbfffeYNGlS/Pd//3c8+uij8dnPfjZv/9vf/hZbbLFF0W0EAACo7CTryiuvjB/84AfxyU9+MoYPHx59+vTJ2x988MHaaYQAAADVqO3aHJSSq4ULF+aHd2222Wa1208++eTo1KlTke0DAACo/JGs9957L5YuXVqbYP3lL3+JCRMmxCuvvBJbbbVV0W0EAACo7CTryCOPjB/+8If557feeisGDhwY11xzTQwdOjRuuOGGotsIAABQ2UnWzJkz48ADD8w/33vvvdGtW7c8mpUSr+9973tFtxEAAKCyk6x33303Ntlkk/zzL3/5yzjqqKOidevWse++++ZkCwAAoFqtVZK10047xQMPPBBz5syJRx55JA455JC8ff78+dG5c+ei2wgAAFDZSdbYsWPjO9/5TvTq1SuXbB80aFDtqNbee+9ddBsBAAAqu4T70UcfHQcccEC88cYbtc/ISj796U/HF77whSLbBwAAUPlJVtK9e/e8/PWvf83rH/3oRz2IGAAAqHprNV1wxYoVcfHFF0eXLl1iu+22y8umm24al1xySX4NAACgWq3VSNZ5550Xt9xyS1xxxRWx//77521PPfVUXHjhhfH+++/HZZddVnQ7AQAAKjfJuuOOO+Lmm2+OI444onbbXnvtFT169IhTTjlFkgUAAFSttZou+Oabb0bv3r1X2p62pdcAAACq1VolWami4HXXXbfS9rQtjWgBAABUq7WaLnjVVVfFYYcdFo899ljtM7KmTZuWH0788MMPF91GAACAyh7JOuigg+IPf/hDfibWW2+9lZejjjoqfve738WPfvSj4lsJAACwgWhVKpVKRb3Z888/Hx//+Mdj+fLl0VItXrw4l55ftGhRdO7cubmbA1BVnIPL0y8AlXX+XauRLAAAAMqTZAEAABRIkgUAANBc1QVTcYtVSQUwAAAAqlmTkqx0U9jqXh8xYsSHbRMAAEB1JFm33XbbumsJAABABWgR92RNnDgxevXqFR07doyBAwfG9OnT1+i4u+66K1q1ahVDhw5d520EAADYIJKsyZMnx+jRo2PcuHExc+bM6NOnTwwZMiTmz5+/yuNee+21+M53vhMHHnjgemsrAABAi0+yrr322jjppJNi1KhRsdtuu8WkSZOiU6dOceuttzZ6THrY8XHHHRcXXXRR7LDDDuu1vQAAAC02yVq2bFnMmDEjBg8e/K8GtW6d16dNm9bocRdffHFstdVWccIJJ6z2M5YuXZqf5Fx3AYDmJDYBVLZmTbIWLlyYR6W6detWb3tanzt3btljnnrqqbjlllvipptuWqPPGD9+fK56WLP07NmzkLYDwNoSmwAqW7NPF2yKt99+O44//vicYHXt2nWNjhkzZkwsWrSodpkzZ846bycArIrYBFDZmlTCvWgpUWrTpk3Mmzev3va03r1795X2/9Of/pQLXhx++OG121asWJH/bNu2bbzyyiux44471jumQ4cOeQGAlkJsAqhszTqS1b59++jXr19MnTq1XtKU1gcNGrTS/r17944XXnghnnvuudrliCOOiIMPPjj/bLoFAABQ1SNZSSrfPnLkyOjfv38MGDAgJkyYEEuWLMnVBpMRI0ZEjx498vz19BytPfbYo97xm266af6z4XYAAICqTLKGDRsWCxYsiLFjx+ZiF3379o0pU6bUFsOYPXt2rjgIAACwIWhVKpVKUUVSmdxUySndaNy5c+fmbg5AVXEOLk+/AFTW+dcQEQAAQIEkWQAAAAWSZAEAABRIkgUAAFAgSRYAAECBJFkAAAAFkmQBAAAUSJIFAABQIEkWAABAgSRZAAAABZJkAQAAFEiSBQAAUCBJFgAAQIEkWQAAAAWSZAEAABRIkgUAAFAgSRYAAECBJFkAAAAFkmQBAAAUSJIFAABQIEkWAABAgSRZAAAABZJkAQAAFEiSBQAAUCBJFgAAQIEkWQAAAAWSZAEAABRIkgUAAFAgSRYAAECBJFkAAAAFkmQBAABUWpI1ceLE6NWrV3Ts2DEGDhwY06dPb3Tfm266KQ488MDYbLPN8jJ48OBV7g8AAFBVSdbkyZNj9OjRMW7cuJg5c2b06dMnhgwZEvPnzy+7/xNPPBHDhw+Pxx9/PKZNmxY9e/aMQw45JF5//fX13nYAAICGWpVKpVI0ozRytc8++8R1112X11esWJETp9NOOy3OOeec1R6/fPnyPKKVjh8xYsRq91+8eHF06dIlFi1aFJ07dy7kOwCwZpyDy9MvAJV1/m0bzWjZsmUxY8aMGDNmTO221q1b5ymAaZRqTbz77rvxwQcfxOabb1729aVLl+albkcCQHMSmwAqW7NOF1y4cGEeierWrVu97Wl97ty5a/QeZ599dmyzzTY5MStn/PjxOTutWdIoGQA0J7EJoLI1+z1ZH8YVV1wRd911V9x///25aEY5aZQsDf/VLHPmzFnv7QSAusQmgMrWrNMFu3btGm3atIl58+bV257Wu3fvvspjr7766pxkPfbYY7HXXns1ul+HDh3yAgAthdgEUNmadSSrffv20a9fv5g6dWrttlT4Iq0PGjSo0eOuuuqquOSSS2LKlCnRv3//9dRaAACAFj6SlaTy7SNHjszJ0oABA2LChAmxZMmSGDVqVH49VQzs0aNHnr+eXHnllTF27Ni4884787O1au7d+shHPpIXAACAqk6yhg0bFgsWLMiJU0qY+vbtm0eoaophzJ49O1ccrHHDDTfkqoRHH310vfdJz9m68MIL13v7AQAAWtRzstY3zyIBaD7OweXpF4DKOv9u0NUFAQAAWhpJFgAAQIEkWQAAAAWSZAEAABRIkgUAAFAgSRYAAECBJFkAAAAFkmQBAAAUSJIFAABQIEkWAABAgSRZAAAABZJkAQAAFEiSBQAAUCBJFgAAQIEkWQAAAAWSZAEAABRIkgUAAFAgSRYAAECBJFkAAAAFkmQBAAAUSJIFAABQIEkWAABAgSRZAAAABZJkAQAAFEiSBQAAUCBJFgAAQIEkWQAAAAWSZAEAABRIkgUAAFAgSRYAAECBJFkAAACVlmRNnDgxevXqFR07doyBAwfG9OnTV7n/PffcE717987777nnnvHwww+vt7YCAAC06CRr8uTJMXr06Bg3blzMnDkz+vTpE0OGDIn58+eX3f/pp5+O4cOHxwknnBDPPvtsDB06NC8vvvjiem87AABAQ61KpVIpmlEaudpnn33iuuuuy+srVqyInj17xmmnnRbnnHPOSvsPGzYslixZEj//+c9rt+27777Rt2/fmDRp0mo/b/HixdGlS5dYtGhRdO7cueBvA8CqOAeXp18AKuv82zaa0bJly2LGjBkxZsyY2m2tW7eOwYMHx7Rp08oek7anka+60sjXAw88UHb/pUuX5qVG6sCaDgVg/ao59zbz9b1mJzYBVHZcatYka+HChbF8+fLo1q1bve1p/eWXXy57zNy5c8vun7aXM378+LjoootW2p5GywBoHn//+9/zlcNqJTYBVHZcatYka31Io2R1R77eeuut2G677WL27NlVHeAby+RTgJ8zZ47pKnXol8bpm/L0S+PSiM22224bm2++eVQzsWnN+LvUOH1Tnn5pnL5Zv3GpWZOsrl27Rps2bWLevHn1tqf17t27lz0mbW/K/h06dMhLQymI+QUrL/WLvlmZfmmcvilPvzQuTQ2vZmJT0/i71Dh9U55+aZy+WT9xqVmjXPv27aNfv34xderU2m2p8EVaHzRoUNlj0va6+yePPvpoo/sDAACsT80+XTBNlxg5cmT0798/BgwYEBMmTMjVA0eNGpVfHzFiRPTo0SPPX09OP/30OOigg+Kaa66Jww47LO6666545pln4sYbb2zmbwIAANACkqxUkn3BggUxduzYXLwilWKfMmVKbXGLND+97vDdfvvtF3feeWecf/75ce6558bOO++cKwvusccea/R5aXpGeiZXuWka1U7flKdfGqdvytMvjdM35emX8vRL4/RNefqlcfpm/fZLsz8nCwAAoJJU953HAAAABZNkAQAAFEiSBQAAUCBJFgAAQIEkWQAAAAWSZAEAABRIkgUAAFAgSRYAAECBJFkAAAAFkmQBAAAUSJIFAABQIEkWAABAgSRZAAAABZJkAQAAFEiSBQAAUCBJFgAAQIEkWQAAAAWSZAEAABRIkgUAAFAgSRYAAECBJFkAAAAFkmQBAAAUSJIFAABQIEkWAABAgSRZAAAABZJkAQAAFEiSBQAAUCBJFgAAQIEkWQAAAAWSZAEAABRIkgUAAFApSdaTTz4Zhx9+eGyzzTbRqlWreOCBB1Z7zBNPPBEf//jHo0OHDrHTTjvF7bffvl7aCgAA0OKTrCVLlkSfPn1i4sSJa7T/n//85zjssMPi4IMPjueeey7OOOOMOPHEE+ORRx5Z520FAABYE61KpVIpWoA0knX//ffH0KFDG93n7LPPjoceeihefPHF2m3HHHNMvPXWWzFlypT11FIAAIDGtY0NyLRp02Lw4MH1tg0ZMiSPaDVm6dKleamxYsWKePPNN2OLLbbIiR0A60+6rvf222/naeKtW1fvbcFiE0Blx6UNKsmaO3dudOvWrd62tL548eJ47733YqONNlrpmPHjx8dFF120HlsJwOrMmTMnPvrRj0a1EpsAKjsubVBJ1toYM2ZMjB49unZ90aJFse222+aO7Ny5c7O2DaDapItiPXv2jE022SSqmdgEUNlxaYNKsrp37x7z5s2rty2tp4BUbhQrSVUI09JQOkYgA2ge1T4lTmwCqOy4tEFNiB80aFBMnTq13rZHH300bwcAAGgJmjXJeuedd3Ip9rTUlGhPP8+ePbt2OsWIESNq9//6178es2bNirPOOitefvnluP766+Puu++OM888s9m+AwAAQItJsp555pnYe++985Kk+enp57Fjx+b1N954ozbhSrbffvtcwj2NXqXna11zzTVx88035wqDAAAALUGLeU7W+ry5rUuXLvkmY/PeAdYv5+Dy9AtAZZ1/N6h7sgAAAFo6SRYAAECBJFkAAAAFkmQBAAAUSJIFAABQIEkWAABAgSRZAAAABZJkAQAAFEiSBQAAUCBJFgAAQIEkWQAAAAWSZAEAABRIkgUAAFAgSRYAAECBJFkAAAAFkmQBAAAUSJIFAABQIEkWAABAgSRZAAAABZJkAQAAFEiSBQAAUCBJFgAAQIEkWQAAAAWSZAEAABRIkgUAAFAgSRYAAECBJFkAAAAFkmQBAAAUSJIFAABQIEkWAABAgSRZAAAAlZRkTZw4MXr16hUdO3aMgQMHxvTp01e5/4QJE2LXXXeNjTbaKHr27BlnnnlmvP/+++utvQAAAC02yZo8eXKMHj06xo0bFzNnzow+ffrEkCFDYv78+WX3v/POO+Occ87J+7/00ktxyy235Pc499xz13vbAQAAWlySde2118ZJJ50Uo0aNit122y0mTZoUnTp1iltvvbXs/k8//XTsv//+ceyxx+bRr0MOOSSGDx++2tEvAACAik+yli1bFjNmzIjBgwf/qzGtW+f1adOmlT1mv/32y8fUJFWzZs2Khx9+OA499NBGP2fp0qWxePHiegsANCexCaCyNVuStXDhwli+fHl069at3va0Pnfu3LLHpBGsiy++OA444IBo165d7LjjjvHJT35yldMFx48fH126dKld0n1cANCcxCaAytbshS+a4oknnojLL788rr/++nwP13333RcPPfRQXHLJJY0eM2bMmFi0aFHtMmfOnPXaZgBoSGwCqGxtm+uDu3btGm3atIl58+bV257Wu3fvXvaYCy64II4//vg48cQT8/qee+4ZS5YsiZNPPjnOO++8PN2woQ4dOuQFAFoKsQmgsjXbSFb79u2jX79+MXXq1NptK1asyOuDBg0qe8y77767UiKVErWkVCqt4xYDAAC04JGsJJVvHzlyZPTv3z8GDBiQn4GVRqZStcFkxIgR0aNHjzx3PTn88MNzRcK99947P1Pr1VdfzaNbaXtNsgUAAFC1SdawYcNiwYIFMXbs2Fzsom/fvjFlypTaYhizZ8+uN3J1/vnnR6tWrfKfr7/+emy55ZY5wbrsssua8VsAAAD8S6tSlc2zS2VyUyWndKNx586dm7s5AFXFObg8/QJQWeffDaq6IAAAQEsnyQIAACiQJAsAAKBAkiwAAIACSbIAAAAKJMkCAAAokCQLAACgQJIsAACAAkmyAAAACiTJAgAAKJAkCwAAoECSLAAAgAJJsgAAAAokyQIAACiQJAsAAKBAkiwAAIACSbIAAAAKJMkCAAAokCQLAACgQJIsAACAAkmyAAAACiTJAgAAKJAkCwAAoECSLAAAgAJJsgAAAAokyQIAACiQJAsAAKA5k6xevXrFxRdfHLNnzy6yHQAAANWZZJ1xxhlx3333xQ477BCf+cxn4q677oqlS5eum9YBAABUQ5L13HPPxfTp0+NjH/tYnHbaabH11lvHN7/5zZg5c+a6aSUAAECl35P18Y9/PL73ve/F3/72txg3blzcfPPNsc8++0Tfvn3j1ltvjVKpVGxLAQAAKjnJ+uCDD+Luu++OI444Ir797W9H//79c6L1xS9+Mc4999w47rjj1uh9Jk6cmO/z6tixYwwcODCPkK3KW2+9FaeeemoePevQoUPssssu8fDDD6/t1wAAAChU26YekKYE3nbbbfGTn/wkWrduHSNGjIjvfve70bt379p9vvCFL+RRrdWZPHlyjB49OiZNmpQTrAkTJsSQIUPilVdeia222mql/ZctW5bvA0uv3XvvvdGjR4/4y1/+EptuumlTvwYAAEDLSLJS8pQSnRtuuCGGDh0a7dq1W2mf7bffPo455pjVvte1114bJ510UowaNSqvp2TroYceytMNzznnnJX2T9vffPPNePrpp2s/N42CAQAAbLBJ1qxZs2K77bZb5T4bb7xxHu1alTQqNWPGjBgzZkzttjQyNnjw4Jg2bVrZYx588MEYNGhQni74s5/9LLbccss49thj4+yzz442bdqUPSZVPqxb/XDx4sWr+YYAsG6JTQCVrcn3ZM2fPz9+85vfrLQ9bXvmmWfW+H0WLlwYy5cvj27dutXbntbnzp3baIKXpgmm49J9WBdccEFcc801cemllzb6OePHj48uXbrULj179lzjNgLAuiA2AVS2JidZaRRpzpw5K21//fXX82vr0ooVK/L9WDfeeGP069cvhg0bFuedd16eZtiYNFK2aNGi2qVc2wFgfRKbACpbk6cL/v73v8/l2xvae++982trqmvXrnmK37x58+ptT+vdu3cve0yqKJjuxao7NTA9qyuNfKXph+3bt1/pmFSBMC0A0FKITQCVrckjWSkoNEyMkjfeeCPatl3znC0lRGk0aurUqfVGqtJ6uu+qnP333z9effXVvF+NP/zhDzn5KpdgAQAAtPgk65BDDqmd5lD32VXp2Vip6mBTpPLtN910U9xxxx3x0ksvxTe+8Y1YsmRJbbXBVB6+bmGM9HqqLnj66afn5CpVIrz88svX+TRFAACAdTZd8Oqrr45PfOITucJgmiKYPPfcc7lgxY9+9KMmvVe6p2rBggUxduzYPOWvb9++MWXKlNpiGLNnz84VB2ukG4MfeeSROPPMM2OvvfbKz8lKCVeqLggAANAStCqVSqWmHpRGm3784x/H888/HxtttFFOeIYPH172mVktTSqTmyo5pZG4zp07N3dzAKqKc3B5+gWgss6/TR7JqnkO1sknn1xYIwAAACrFWiVZSaokmKbzpap+dR1xxBFFtAsAAKA6kqz0QOAvfOEL8cILL0SrVq2iZrZh+jlJDwoGAACoVk2uLpgKTWy//fYxf/786NSpU/zud7+LJ598Mvr37x9PPPHEumklAABApY5kTZs2LX71q1/lhwmnyn9pOeCAA2L8+PHxrW99K5599tl101IAAIBKHMlK0wE32WST/HNKtP72t7/ln1NJ91deeaX4FgIAAFTySNYee+yRS7enKYMDBw6Mq666Ktq3bx833nhj7LDDDuumlQAAAJWaZJ1//vn5OVnJxRdfHJ///OfjwAMPjC222CImT568LtoIAABQuUnWkCFDan/eaaed4uWXX44333wzNttss9oKgwAAANWqSfdkffDBB9G2bdt48cUX623ffPPNJVgAAABNTbLatWsX2267rWdhAQAAFFVd8Lzzzotzzz03TxEEAADgQ96Tdd1118Wrr74a22yzTS7bvvHGG9d7febMmU19SwAAgOpNsoYOHbpuWgIAAFCNSda4cePWTUsAAACq8Z4sAAAAChzJat269SrLtas8CAAAVLMmJ1n333//Ss/OevbZZ+OOO+6Iiy66qMi2AQAAVH6SdeSRR6607eijj47dd989Jk+eHCeccEJRbQMAAKjee7L23XffmDp1alFvBwAAUL1J1nvvvRff+973okePHkW8HQAAQPVMF9xss83qFb4olUrx9ttvR6dOneI///M/i24fAABAZSdZ3/3ud+slWana4JZbbhkDBw7MCRgAAEA1a3KS9ZWvfGXdtAQAAKAa78m67bbb4p577llpe9qWyrgDAABUsyYnWePHj4+uXbuutH2rrbaKyy+/vKh2AQAAVEeSNXv27Nh+++1X2r7ddtvl1wAAAKpZk5OsNGL1v//7vyttf/7552OLLbYoql0AAADVkWQNHz48vvWtb8Xjjz8ey5cvz8uvfvWrOP300+OYY45ZN60EAACo1OqCl1xySbz22mvx6U9/Otq2/f+Hr1ixIkaMGOGeLAAAoOo1Oclq3759TJ48OS699NJ47rnnYqONNoo999wz35MFAABQ7Zo8XbDGzjvvHF/60pfi85///IdOsCZOnBi9evWKjh075ocaT58+fY2Ou+uuu/KDkYcOHfqhPh8AAKDZkqwvfvGLceWVV660/aqrrspJV1OlUbHRo0fHuHHjYubMmdGnT58YMmRIzJ8/f5XHpSmL3/nOd+LAAw9s8mcCAAC0mCTrySefjEMPPXSl7Z/73Ofya0117bXXxkknnRSjRo2K3XbbLSZNmhSdOnWKW2+9tdFjUrGN4447Li666KLYYYcdmvyZAAAALSbJeuedd/J9WQ21a9cuFi9e3KT3WrZsWcyYMSMGDx78rwa1bp3Xp02b1uhxF198cS4lf8IJJ6z2M5YuXZrbVXcBgOYkNgFUtiYnWanIRZriV+7+qDQS1RQLFy7Mo1LdunWrtz2tz507t+wxTz31VNxyyy1x0003rdFnjB8/Prp06VK79OzZs0ltBICiiU0Ala3J1QUvuOCCOOqoo+JPf/pTfOpTn8rbpk6dGnfeeWfce++9sS69/fbbcfzxx+cEq2vXrmt0zJgxY/I9XzXS1ULBDIDmJDYBVLYmJ1mHH354PPDAA/mZWCmpSiXcU7GK9EDizTffvEnvlRKlNm3axLx58+ptT+vdu3dfaf+U2KWCF6kNNdIzuvIXads2Xnnlldhxxx3rHdOhQ4e8AEBLITYBVLa1KuF+2GGHxa9//etYsmRJzJo1K7785S/nSn8p2WqKdG9Xv3798khY3aQprQ8aNGil/Xv37h0vvPBCfj5XzXLEEUfEwQcfnH92FRAAANjgRrJqpEqC6d6on/70p7HNNtvkKYTpeVdNlaZLjBw5Mvr37x8DBgyICRMm5OQtVRtMRowYET169Mjz19NztPbYY496x2+66ab5z4bbAQAAWnySlYpR3H777Tm5SvPH0whWqpCUpg82tehFjWHDhsWCBQti7Nix+f379u0bU6ZMqS2GMXv27FxxEAAAYEPQqlQqldZkx3QfVBq9SlMF0zOqPvvZz+b7qVLp9ueff36tk6z1LSWHqZLTokWLonPnzs3dHICq4hxcnn4BqKzz7xqPZP3iF7+Ib33rW/GNb3wjdt5558IaAAAAUEnWeB5eej5VKqGeClUMHDgwrrvuuvycKwAAANYiydp3333z86neeOON+NrXvpYfPpwKXqRqgI8++mhOwAAAAKpdkytKbLzxxvHVr341j2ylcurf/va344orroitttoql1MHAACoZh+qbN+uu+4aV111Vfz1r3+Nn/zkJ8W1CgAAYANVSG30VGVw6NCh8eCDDxbxdgAAABssD6ACAAAokCQLAACgQJIsAACAAkmyAAAACiTJAgAAKJAkCwAAoECSLAAAgAJJsgAAAAokyQIAACiQJAsAAKBAkiwAAIACSbIAAAAKJMkCAAAokCQLAACgQJIsAACAAkmyAAAACiTJAgAAKJAkCwAAoECSLAAAgAJJsgAAAAokyQIAACiQJAsAAKBAkiwAAIACSbIAAAAKJMkCAACotCRr4sSJ0atXr+jYsWMMHDgwpk+f3ui+N910Uxx44IGx2Wab5WXw4MGr3B8AAKCqkqzJkyfH6NGjY9y4cTFz5szo06dPDBkyJObPn192/yeeeCKGDx8ejz/+eEybNi169uwZhxxySLz++uvrve0AAAANtSqVSqVoRmnkap999onrrrsur69YsSInTqeddlqcc845qz1++fLleUQrHT9ixIjV7r948eLo0qVLLFq0KDp37lzIdwBgzTgHl6dfACrr/Ns2mtGyZctixowZMWbMmNptrVu3zlMA0yjVmnj33Xfjgw8+iM0337zs60uXLs1L3Y4EgOYkNgFUtmadLrhw4cI8EtWtW7d629P63Llz1+g9zj777Nhmm21yYlbO+PHjc3Zas6RRMgBoTmITQGVr9nuyPowrrrgi7rrrrrj//vtz0Yxy0ihZGv6rWebMmbPe2wkAdYlNAJWtWacLdu3aNdq0aRPz5s2rtz2td+/efZXHXn311TnJeuyxx2KvvfZqdL8OHTrkBQBaCrEJoLI160hW+/bto1+/fjF16tTabanwRVofNGhQo8ddddVVcckll8SUKVOif//+66m1AAAALXwkK0nl20eOHJmTpQEDBsSECRNiyZIlMWrUqPx6qhjYo0ePPH89ufLKK2Ps2LFx55135mdr1dy79ZGPfCQvAAAAVZ1kDRs2LBYsWJATp5Qw9e3bN49Q1RTDmD17dq44WOOGG27IVQmPPvroeu+TnrN14YUXrvf2AwAAtKjnZK1vnkUC0Hycg8vTLwCVdf7doKsLAgAAtDSSLAAAgAJJsgAAAAokyQIAACiQJAsAAKBAkiwAAIACSbIAAAAKJMkCAAAokCQLAACgQJIsAACAAkmyAAAACiTJAgAAKJAkCwAAoECSLAAAgAJJsgAAAAokyQIAACiQJAsAAKBAkiwAAIACSbIAAAAKJMkCAAAokCQLAACgQJIsAACAAkmyAAAACiTJAgAAKJAkCwAAoECSLAAAgAJJsgAAAAokyQIAACiQJAsAAKBAkiwAAIACSbIAAAAqLcmaOHFi9OrVKzp27BgDBw6M6dOnr3L/e+65J3r37p3333PPPePhhx9eb20FAABo0UnW5MmTY/To0TFu3LiYOXNm9OnTJ4YMGRLz588vu//TTz8dw4cPjxNOOCGeffbZGDp0aF5efPHF9d52AACAhlqVSqVSNKM0crXPPvvEddddl9dXrFgRPXv2jNNOOy3OOeeclfYfNmxYLFmyJH7+85/Xbtt3332jb9++MWnSpNV+3uLFi6NLly6xaNGi6Ny5c8HfBoBVcQ4uT78AVNb5t200o2XLlsWMGTNizJgxtdtat24dgwcPjmnTppU9Jm1PI191pZGvBx54oOz+S5cuzUuN1IE1HQrA+lVz7m3m63vNTmwCqOy41KxJ1sKFC2P58uXRrVu3etvT+ssvv1z2mLlz55bdP20vZ/z48XHRRRettD2NlgHQPP7+97/nK4fVSmwCqOy41KxJ1vqQRsnqjny99dZbsd1228Xs2bOrOsA3lsmnAD9nzhzTVerQL43TN+Xpl8alEZttt902Nt9886hmYtOa8XepcfqmPP3SOH2zfuNSsyZZXbt2jTZt2sS8efPqbU/r3bt3L3tM2t6U/Tt06JCXhlIQ8wtWXuoXfbMy/dI4fVOefmlcmhpezcSmpvF3qXH6pjz90jh9s37iUrNGufbt20e/fv1i6tSptdtS4Yu0PmjQoLLHpO11908effTRRvcHAABYn5p9umCaLjFy5Mjo379/DBgwICZMmJCrB44aNSq/PmLEiOjRo0eev56cfvrpcdBBB8U111wThx12WNx1113xzDPPxI033tjM3wQAAKAFJFmpJPuCBQti7NixuXhFKsU+ZcqU2uIWaX563eG7/fbbL+688844//zz49xzz42dd945VxbcY4891ujz0vSM9EyuctM0qp2+KU+/NE7flKdfGqdvytMv5emXxumb8vRL4/TN+u2XZn9OFgAAQCWp7juPAQAACibJAgAAKJAkCwAAoECSLAAAgAJVZJI1ceLE6NWrV3Ts2DEGDhwY06dPX+X+99xzT/Tu3Tvvv+eee8bDDz8claopfXPTTTfFgQceGJtttlleBg8evNq+rJbfmRrpEQKtWrWKoUOHRqVqat+89dZbceqpp8bWW2+dK/XssssuFfl3qqn9kh5Pseuuu8ZGG20UPXv2jDPPPDPef//9qCRPPvlkHH744bHNNtvkvxep8uvqPPHEE/Hxj388/67stNNOcfvtt0elEpvKE5caJzaVJy41TmxqQbGpVGHuuuuuUvv27Uu33npr6Xe/+13ppJNOKm266aalefPmld3/17/+dalNmzalq666qvT73/++dP7555fatWtXeuGFF0rV3jfHHntsaeLEiaVnn3229NJLL5W+8pWvlLp06VL661//Wqrmfqnx5z//udSjR4/SgQceWDryyCNLlaipfbN06dJS//79S4ceemjpqaeeyn30xBNPlJ577rlSNffLj3/841KHDh3yn6lPHnnkkdLWW29dOvPMM0uV5OGHHy6dd955pfvuuy9VrS3df//9q9x/1qxZpU6dOpVGjx6dz7/f//738/l4ypQppUojNpUnLjVObCpPXGqc2NSyYlPFJVkDBgwonXrqqbXry5cvL22zzTal8ePHl93/y1/+cumwww6rt23gwIGlr33ta6Vq75uG/vnPf5Y22WST0h133FGq9n5JfbHffvuVbr755tLIkSMrMpCtTd/ccMMNpR122KG0bNmyUiVrar+kfT/1qU/V25ZO3vvvv3+pUq1JIDvrrLNKu+++e71tw4YNKw0ZMqRUacSm8sSlxolN5YlLjRObWlZsqqjpgsuWLYsZM2bk6QM10oOM0/q0adPKHpO2190/GTJkSKP7V1PfNPTuu+/GBx98EJtvvnlUe79cfPHFsdVWW8UJJ5wQlWpt+ubBBx+MQYMG5WkZ6YHi6SHhl19+eSxfvjyquV/SQ9TTMTXTNmbNmpWnqhx66KFRzZx/qzs2iUuNE5vKE5caJzYVp6jzb9uoIAsXLsx/adJforrS+ssvv1z2mLlz55bdP22v9r5p6Oyzz87zWRv+4lVbvzz11FNxyy23xHPPPReVbG36Jp2gf/WrX8Vxxx2XT9SvvvpqnHLKKfkfQelp6tXaL8cee2w+7oADDkizB+Kf//xnfP3rX49zzz03qllj59/FixfHe++9l+8RqARiU3niUuPEpvLEpcaJTS0vNlXUSBbrzhVXXJFvpL3//vvzzZTV6u23347jjz8+33zdtWvX5m5Oi7NixYp8FfXGG2+Mfv36xbBhw+K8886LSZMmRTVLN9CmK6fXX399zJw5M+6777546KGH4pJLLmnupsEGS1z6F7GpceJS48SmdauiRrLSiaVNmzYxb968etvTevfu3csek7Y3Zf9q6psaV199dQ5mjz32WOy1115Rzf3ypz/9KV577bVcpabuCTxp27ZtvPLKK7HjjjtGtf7OpMpN7dq1y8fV+NjHPpavCqWpDO3bt49q7JcLLrgg/wPoxBNPzOupUtySJUvi5JNPzsE+TemoRo2dfzt37lwxo1iJ2FSeuNQ4sak8calxYlPLi00V1XvpL0q6SjF16tR6J5m0nubjlpO2190/efTRRxvdv5r6JrnqqqvyFY0pU6ZE//79o9I0tV9SOeUXXnghT8eoWY444og4+OCD88+p/Gk1/87sv//+eSpGTXBP/vCHP+QgVymBbG36Jd030jBY1QT8/38fbnVy/q3u2CQuNU5sKk9capzYVJzCzr+lCixfmcpR3n777bns4sknn5zLV86dOze/fvzxx5fOOeecemVy27ZtW7r66qtzOdhx48ZVZJnctembK664IpcCvffee0tvvPFG7fL222+XqrlfGqrUCk5r0zezZ8/Olb6++c1vll555ZXSz3/+89JWW21VuvTSS0vV3C/pvJL65Sc/+UkuDfvLX/6ytOOOO+YKcpUknRtSae20pPBy7bXX5p//8pe/5NdTn6S+aVgm99/+7d/y+TeV5q7kEu5i08rEpcaJTeWJS40Tm1pWbKq4JCtJ9ey33XbbfCJO5Sz/53/+p/a1gw46KJ946rr77rtLu+yyS94/lWx86KGHSpWqKX2z3Xbb5V/Ghkv6S1ntvzPVEMjWtm+efvrpXGo6nehT2dzLLrsslxWu5n754IMPShdeeGEOXh07diz17NmzdMopp5T+8Y9/lCrJ448/XvacUdMX6c/UNw2P6du3b+7H9Pty2223lSqV2FSeuNQ4sak8calxYlPLiU2t0n8KHGEDAACoahV1TxYAAEBzk2QBAAAUSJIFAABQIEkWAABAgSRZAAAABZJkAQAAFEiSBQAAUCBJFgAAQIEkWVAhevXqFRMmTGjuZgBAJi5RzSRZsBa+8pWvxNChQ/PPn/zkJ+OMM85Yb599++23x6abbrrS9t/+9rdx8sknr7d2ANByiEvQsrRt7gYA/9+yZcuiffv2a338lltuWWh7AKhu4hKsPSNZ8CGvHP7f//t/4z/+4z+iVatWeXnttdfyay+++GJ87nOfi4985CPRrVu3OP7442PhwoW1x6Yrjd/85jfz1cauXbvGkCFD8vZrr7029txzz9h4442jZ8+eccopp8Q777yTX3viiSdi1KhRsWjRotrPu/DCC8tOy5g9e3YceeSR+fM7d+4cX/7yl2PevHm1r6fj+vbtGz/60Y/ysV26dIljjjkm3n777dp97r333tyWjTbaKLbYYosYPHhwLFmyZD30LABrQ1yClkGSBR9CCmKDBg2Kk046Kd544428pAD01ltvxac+9anYe++945lnnokpU6bkQJICSl133HFHvkr461//OiZNmpS3tW7dOr73ve/F7373u/z6r371qzjrrLPya/vtt18OWCk41Xzed77znZXatWLFihzI3nzzzRxsH3300Zg1a1YMGzas3n5/+tOf4oEHHoif//zneUn7XnHFFfm19N7Dhw+Pr371q/HSSy/lQHrUUUdFqVRahz0KwIchLkHLYLogfAjpKlsKRp06dYru3bvXbr/uuutyILv88strt91666050P3hD3+IXXbZJW/beeed46qrrqr3nnXn0acreZdeeml8/etfj+uvvz5/VvrMdKWw7uc1NHXq1HjhhRfiz3/+c/7M5Ic//GHsvvvueY78PvvsUxv00lz6TTbZJK+nq5rp2MsuuywHs3/+8585gG233Xb59XT1EICWS1yClsFIFqwDzz//fDz++ON5SkTN0rt379qrdDX69eu30rGPPfZYfPrTn44ePXrkIJMCzN///vd499131/jz0xW+FMRqAlmy22675RuT02t1g2VNIEu23nrrmD9/fv65T58+uR0pgH3pS1+Km266Kf7xj3+sRW8A0NzEJVi/JFmwDqS56ocffng899xz9ZY//vGP8YlPfKJ2vzS/va40b/7zn/987LXXXvHTn/40ZsyYERMnTqy9Ablo7dq1q7eerkSmq4hJmzZt8nSOX/ziFzkQfv/7349dd901X4UEYMMiLsH6JcmCDylNlVi+fHm9bR//+Mfz3PV0RW6nnXaqtzQMYHWl4JWCyTXXXBP77rtvnr7xt7/9bbWf19DHPvaxmDNnTl5q/P73v89z8lNgWlMpuO2///5x0UUXxbPPPps/+/7771/j4wFY/8QlaH6SLPiQUsD6zW9+k6/2pSpNKRideuqp+ebedINummuepmI88sgjuQLTqgJRCnYffPBBvjqXbghOFZZqbjyu+3npimSao54+r9x0jVRtKU2nOO6442LmzJkxffr0GDFiRBx00EHRv3//Nfpe6TulufvpBulUEeq+++6LBQsW5EAJQMslLkHzk2TBh5SqKKUpDOlKXHomSDrxb7PNNrkyUwpchxxySA4s6cbhNPc8VWlqTJpvnkrlXnnllbHHHnvEj3/84xg/fny9fVIlp3TDcarIlD6v4Q3KNVf6fvazn8Vmm22Wp4Gk4LbDDjvE5MmT1/h7pUpRTz75ZBx66KH5yuX555+fr2Sm8r8AtFziEjS/ViV1LwEAAApjJAsAAKBAkiwAAIACSbIAAAAKJMkCAAAokCQLAACgQJIsAACAAkmyAAAACiTJAgAAKJAkCwAAoECSLAAAgAJJsgA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", 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" ] @@ -374,10 +436,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "463a2d27", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test Accuracy: 0.6666666666666666\n" + ] + } + ], "source": [ "model.load(trainer.log_dir + '/best_model.lt')\n", "test_acc = acc(model(test_circuits), torch.tensor(test_answers))\n", diff --git a/docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb b/docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb index 5bbb3f4..81edf22 100644 --- a/docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb +++ b/docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb @@ -66,7 +66,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "28993a72", "metadata": {}, "outputs": [], @@ -201,7 +201,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "5dbca676", "metadata": { "scrolled": true @@ -227,29 +227,10 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "73465ead", "metadata": {}, - "outputs": [ - { - "ename": "KeyboardInterrupt", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[114], line 8\u001b[0m\n\u001b[1;32m 5\u001b[0m ansatz \u001b[38;5;241m=\u001b[39m Sim4Ansatz({N:\u001b[38;5;241m1\u001b[39m}, n_layers\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m3\u001b[39m)\n\u001b[1;32m 7\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m datadict\u001b[38;5;241m.\u001b[39mkeys():\n\u001b[0;32m----> 8\u001b[0m datadict[i]\u001b[38;5;241m.\u001b[39mupdate({\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtext_circuit_sim4_13\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[43mansatz\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdatadict\u001b[49m\u001b[43m[\u001b[49m\u001b[43mi\u001b[49m\u001b[43m]\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mdsc_diag\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m})\n", - "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/ansatz/circuit.py:114\u001b[0m, in \u001b[0;36mCircuitAnsatz.__call__\u001b[0;34m(self, diagram)\u001b[0m\n\u001b[1;32m 112\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21m__call__\u001b[39m(\u001b[38;5;28mself\u001b[39m, diagram: Diagram) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Circuit:\n\u001b[1;32m 113\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Convert a lambeq diagram into a lambeq circuit.\"\"\"\u001b[39;00m\n\u001b[0;32m--> 114\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfunctor\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdiagram\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/backend/grammar.py:1966\u001b[0m, in \u001b[0;36mFunctor.__call__\u001b[0;34m(self, entity)\u001b[0m\n\u001b[1;32m 1964\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mob_with_cache(entity)\n\u001b[1;32m 1965\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m-> 1966\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mar_with_cache\u001b[49m\u001b[43m(\u001b[49m\u001b[43mentity\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/backend/grammar.py:1991\u001b[0m, in \u001b[0;36mFunctor.ar_with_cache\u001b[0;34m(self, ar)\u001b[0m\n\u001b[1;32m 1988\u001b[0m \u001b[38;5;28;01mpass\u001b[39;00m\n\u001b[1;32m 1990\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m ar\u001b[38;5;241m.\u001b[39mis_id:\n\u001b[0;32m-> 1991\u001b[0m ret \u001b[38;5;241m=\u001b[39m \u001b[43mar\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapply_functor\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1992\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 1993\u001b[0m ret \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtarget_category\u001b[38;5;241m.\u001b[39mDiagram\u001b[38;5;241m.\u001b[39mid(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mob_with_cache(ar\u001b[38;5;241m.\u001b[39mdom))\n", - "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/backend/grammar.py:1244\u001b[0m, in \u001b[0;36mDiagram.apply_functor\u001b[0;34m(self, functor)\u001b[0m\n\u001b[1;32m 1242\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m layer \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mlayers:\n\u001b[1;32m 1243\u001b[0m left, box, right \u001b[38;5;241m=\u001b[39m layer\u001b[38;5;241m.\u001b[39munpack()\n\u001b[0;32m-> 1244\u001b[0m diagram \u001b[38;5;241m>>\u001b[39m\u001b[38;5;241m=\u001b[39m (\u001b[43mfunctor\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mid\u001b[49m\u001b[43m(\u001b[49m\u001b[43mleft\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1245\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m@\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mfunctor\u001b[49m\u001b[43m(\u001b[49m\u001b[43mbox\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_diagram\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1246\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m@\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mfunctor\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mid\u001b[49m\u001b[43m(\u001b[49m\u001b[43mright\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[1;32m 1247\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m diagram\n", - "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/backend/grammar.py:923\u001b[0m, in \u001b[0;36mDiagram.__matmul__\u001b[0;34m(self, rhs)\u001b[0m\n\u001b[1;32m 922\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21m__matmul__\u001b[39m(\u001b[38;5;28mself\u001b[39m, rhs: Diagrammable \u001b[38;5;241m|\u001b[39m Ty) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Self:\n\u001b[0;32m--> 923\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtensor\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrhs\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/backend/grammar.py:917\u001b[0m, in \u001b[0;36mDiagram.tensor\u001b[0;34m(self, *diagrams)\u001b[0m\n\u001b[1;32m 915\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m diagram \u001b[38;5;129;01min\u001b[39;00m diags:\n\u001b[1;32m 916\u001b[0m right \u001b[38;5;241m=\u001b[39m right[\u001b[38;5;28mlen\u001b[39m(diagram\u001b[38;5;241m.\u001b[39mdom):]\n\u001b[0;32m--> 917\u001b[0m layers \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m [layer\u001b[38;5;241m.\u001b[39mextend(left, right) \u001b[38;5;28;01mfor\u001b[39;00m layer \u001b[38;5;129;01min\u001b[39;00m diagram\u001b[38;5;241m.\u001b[39mlayers]\n\u001b[1;32m 918\u001b[0m left \u001b[38;5;241m@\u001b[39m\u001b[38;5;241m=\u001b[39m diagram\u001b[38;5;241m.\u001b[39mcod\n\u001b[1;32m 920\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mtype\u001b[39m(\u001b[38;5;28mself\u001b[39m)(dom\u001b[38;5;241m=\u001b[39mdom, cod\u001b[38;5;241m=\u001b[39mleft, layers\u001b[38;5;241m=\u001b[39mlayers)\n", - "File \u001b[0;32m~/actual_discocirc/notebooks/discocirc-experiments/lambeq/lambeq/backend/grammar.py:917\u001b[0m, in \u001b[0;36m\u001b[0;34m(.0)\u001b[0m\n\u001b[1;32m 915\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m diagram \u001b[38;5;129;01min\u001b[39;00m diags:\n\u001b[1;32m 916\u001b[0m right \u001b[38;5;241m=\u001b[39m right[\u001b[38;5;28mlen\u001b[39m(diagram\u001b[38;5;241m.\u001b[39mdom):]\n\u001b[0;32m--> 917\u001b[0m layers \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m [layer\u001b[38;5;241m.\u001b[39mextend(left, right) \u001b[38;5;28;01mfor\u001b[39;00m layer \u001b[38;5;129;01min\u001b[39;00m diagram\u001b[38;5;241m.\u001b[39mlayers]\n\u001b[1;32m 918\u001b[0m left \u001b[38;5;241m@\u001b[39m\u001b[38;5;241m=\u001b[39m diagram\u001b[38;5;241m.\u001b[39mcod\n\u001b[1;32m 920\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mtype\u001b[39m(\u001b[38;5;28mself\u001b[39m)(dom\u001b[38;5;241m=\u001b[39mdom, cod\u001b[38;5;241m=\u001b[39mleft, layers\u001b[38;5;241m=\u001b[39mlayers)\n", - "\u001b[0;31mKeyboardInterrupt\u001b[0m: " - ] - } - ], + "outputs": [], "source": [ "from lambeq import Sim4Ansatz\n", "from lambeq import AtomicType\n", @@ -276,7 +257,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "15baa8dd", "metadata": {}, "outputs": [], @@ -294,7 +275,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "32d767fc", "metadata": {}, "outputs": [], @@ -315,7 +296,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "eeefa4e2", "metadata": {}, "outputs": [], @@ -335,7 +316,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "ac2c4298", "metadata": {}, "outputs": [], @@ -363,7 +344,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "72b15b5f", "metadata": {}, "outputs": [], @@ -385,7 +366,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "af318e63", "metadata": {}, "outputs": [], @@ -425,7 +406,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "a4ea6896", "metadata": {}, "outputs": [], @@ -470,7 +451,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "9f50a873", "metadata": {}, "outputs": [], @@ -527,7 +508,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "bc8aecdb", "metadata": {}, "outputs": [], @@ -556,7 +537,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "bcecde44", "metadata": {}, "outputs": [ @@ -605,7 +586,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "91b7c34d", "metadata": {}, "outputs": [], @@ -634,7 +615,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "0dd61567", "metadata": {}, "outputs": [ @@ -670,7 +651,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "b9f1a78c", "metadata": {}, "outputs": [], From 73d0317960cb061f6c9da18413ab7eb9014cd848 Mon Sep 17 00:00:00 2001 From: Dimitri Kartsaklis Date: Mon, 24 Feb 2025 11:08:36 +0000 Subject: [PATCH 3/8] Rename NBs --- ...er-release-preparing-data.ipynb => discocirc_babi6_prep.ipynb} | 0 ...rser-release training.ipynb => discocirc_babi6_training.ipynb} | 0 2 files changed, 0 insertions(+), 0 deletions(-) rename docs/tutorials/{tutorial_Babi6_new_parser-release-preparing-data.ipynb => discocirc_babi6_prep.ipynb} (100%) rename docs/tutorials/{tutorial_Babi6_new_parser-release training.ipynb => discocirc_babi6_training.ipynb} (100%) diff --git a/docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb b/docs/tutorials/discocirc_babi6_prep.ipynb similarity index 100% rename from docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb rename to docs/tutorials/discocirc_babi6_prep.ipynb diff --git a/docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb b/docs/tutorials/discocirc_babi6_training.ipynb similarity index 100% rename from docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb rename to docs/tutorials/discocirc_babi6_training.ipynb From fb082322216352699bc1c391277fdcea878d8936 Mon Sep 17 00:00:00 2001 From: Dimitri Kartsaklis Date: Mon, 24 Feb 2025 11:57:03 +0000 Subject: [PATCH 4/8] Add index and hooks --- docs/discocirc-babi.rst | 12 ++++++++++++ docs/training.rst | 7 ++++++- 2 files changed, 18 insertions(+), 1 deletion(-) create mode 100644 docs/discocirc-babi.rst diff --git a/docs/discocirc-babi.rst b/docs/discocirc-babi.rst new file mode 100644 index 0000000..5a834fe --- /dev/null +++ b/docs/discocirc-babi.rst @@ -0,0 +1,12 @@ +.. _sec-discocirc_babi: + +Training: DisCoCirc for babi6 +============================= + +**TBD + +.. toctree:: + :maxdepth: 1 + + ../tutorials/discocirc_babi6_prep.ipynb + ../tutorials/discocirc_babi6_training.ipynb diff --git a/docs/training.rst b/docs/training.rst index 0525dae..5435bf4 100644 --- a/docs/training.rst +++ b/docs/training.rst @@ -13,6 +13,7 @@ The following examples demonstrate the usage of the :py:mod:`.training` package ../tutorials/trainer-quantum.ipynb ../tutorials/trainer-hybrid.ipynb ../tutorials/discocirc-mc-task.ipynb + discocirc-babi manual-training - :ref:`Classical case ` @@ -27,10 +28,14 @@ The following examples demonstrate the usage of the :py:mod:`.training` package See how to utilise the powerful :term:`PennyLane` backend to train pure and hybrid quantum models. -- :ref:`DisCoCirc training ` +- :ref:`DisCoCirc - classification ` Convert entire paragraphs or documents into :term:`DisCoCirc` circuits and train them with ``lambeq``'s :py:class:`~lambeq.training.PennyLaneModel`. +- :ref:`DisCoCirc - babi6 ` + + Create a DisCoCirc model for solving the `babi6` inference task. + - :ref:`Manual pipeline ` Learn how to create custom training loops for your ``lambeq`` models. From 3aa48ac91a778ba06cd1cb19137118925c5707c2 Mon Sep 17 00:00:00 2001 From: Dimitri Kartsaklis Date: Tue, 25 Feb 2025 09:44:05 +0000 Subject: [PATCH 5/8] Move and rename data files --- .../data/qa6_train_10k.txt => examples/datasets/babi6_10k.txt} | 0 docs/tutorials/data/data.txt | 0 2 files changed, 0 insertions(+), 0 deletions(-) rename docs/{tutorials/data/qa6_train_10k.txt => examples/datasets/babi6_10k.txt} (100%) delete mode 100644 docs/tutorials/data/data.txt diff --git a/docs/tutorials/data/qa6_train_10k.txt b/docs/examples/datasets/babi6_10k.txt similarity index 100% rename from docs/tutorials/data/qa6_train_10k.txt rename to docs/examples/datasets/babi6_10k.txt diff --git a/docs/tutorials/data/data.txt b/docs/tutorials/data/data.txt deleted file mode 100644 index e69de29..0000000 From 39f4d55de5fa9fac47f5b1bf90dca972d9093f50 Mon Sep 17 00:00:00 2001 From: Dimitri Kartsaklis Date: Tue, 25 Feb 2025 09:48:40 +0000 Subject: [PATCH 6/8] Change dataset filename in NB --- docs/tutorials/discocirc_babi6_prep.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/tutorials/discocirc_babi6_prep.ipynb b/docs/tutorials/discocirc_babi6_prep.ipynb index 81edf22..839b75e 100644 --- a/docs/tutorials/discocirc_babi6_prep.ipynb +++ b/docs/tutorials/discocirc_babi6_prep.ipynb @@ -66,7 +66,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "28993a72", "metadata": {}, "outputs": [], @@ -74,7 +74,7 @@ "# Here we store all the variables needed for the rest of the code: file paths, configurations, parameters...\n", "\n", "# The path of the file where the initial babI6 data is stored\n", - "FILEPATH = '../data/qa6_train_10k.txt'\n", + "FILEPATH = '../examples/datasets/babi6_10k.txt'\n", "\n", "# Maximum length of the context\n", "TEXT_LENGTH = 4\n", From 350514a27bbdf07589a5df6e93c277872995f43d Mon Sep 17 00:00:00 2001 From: Ouissal Moumou Date: Thu, 22 May 2025 03:39:56 +0100 Subject: [PATCH 7/8] resolving some of Tiffany's comments --- ...al_Babi6_new_parser-release training.ipynb | 18 ++-- ...i6_new_parser-release-preparing-data.ipynb | 88 ++++++++++--------- 2 files changed, 50 insertions(+), 56 deletions(-) diff --git a/docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb b/docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb index 5119b92..702cb0f 100644 --- a/docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb +++ b/docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb @@ -122,7 +122,7 @@ "id": "99b9ac0c", "metadata": {}, "source": [ - "We also modify the yes and no answers and replace their representations by 1s and 0s, i.e. by \"[1, 0]\"s and \"[0, 1]\"s respectively." + "The final output of the model is going to be a vector that we can interpret as a probability distribution over the possible answers (in this case [yes, no]). Therefore, We modify the yes and no answers and replace their representations by 1s and 0s, i.e. by \"[1, 0]\"s and \"[0, 1]\"s respectively." ] }, { @@ -202,24 +202,16 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "84d09be7", "metadata": {}, "outputs": [], "source": [ "all_circuits = []\n", "\n", - "for circuit_tuple in training_circuits:\n", - " for circuit in circuit_tuple:\n", - " all_circuits.append(circuit)\n", - "\n", - "for circuit_tuple in val_circuits:\n", - " for circuit in circuit_tuple:\n", - " all_circuits.append(circuit)\n", - "\n", - "for circuit_tuple in test_circuits:\n", - " for circuit in circuit_tuple:\n", - " all_circuits.append(circuit)\n", + "all_circuits = [circuit for circuit_tuple in training_circuits for circuit in circuit_tuple]\n", + "all_circuits = [circuit for circuit_tuple in val_circuits for circuit in circuit_tuple]\n", + "all_circuits = [circuit for circuit_tuple in test_circuits for circuit in circuit_tuple]\n", "\n", "backend_config = {'backend': 'default.qubit'} # this is the default PennyLane simulator\n", "model = PairCircuitModel.from_diagrams(all_circuits,\n", diff --git a/docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb b/docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb index 81edf22..7912fb6 100644 --- a/docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb +++ b/docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb @@ -6,9 +6,9 @@ "metadata": {}, "source": [ "\n", - "# Tutorial: babI6 Training and Preprocessing in Python\n", + "# Tutorial: bAbI6 Training and Preprocessing in Python\n", "\n", - "In this tutorial, we will try to implement question asking and answering for babI6 tasks. babI6 tasks are tasks where we supply a text that describes movement of people in different locations and ask questions about the locations of said people while they are moving around. More on the babI tasks can be in this [paper](https://arxiv.org/abs/1502.05698) and this [repository](https://github.com/facebookarchive/bAbI-tasks?tab=readme-ov-file) by Facebook." + "In this tutorial, we will try to implement question asking and answering for bAbI6 tasks. bAbI6 tasks are tasks where we supply a text that describes movement of people in different locations and ask questions about the locations of said people while they are moving around. More on the babI tasks can be in this [paper](https://arxiv.org/abs/1502.05698) and this [repository](https://github.com/facebookarchive/bAbI-tasks?tab=readme-ov-file) by Facebook." ] }, { @@ -18,11 +18,14 @@ "metadata": {}, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/ouissal.moumou/actual_discocirc/notebooks/discocirc-experiments/lambeq/experimentsenv/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", - " from .autonotebook import tqdm as notebook_tqdm\n" + "ename": "ModuleNotFoundError", + "evalue": "No module named 'lambeq'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[1], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpathlib\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Path\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mtyping\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Tuple, List\n\u001b[0;32m----> 3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mlambeq\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mexperimental\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdiscocirc\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m DisCoCircReader\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mos\u001b[39;00m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mwarnings\u001b[39;00m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'lambeq'" ] } ], @@ -56,7 +59,7 @@ "## 1. Setting Up Configuration Variables\n", "\n", "This cell defines paths and key configuration variables:\n", - "- `FILEPATH` specifies paths to the file containing the babI6 data. \n", + "- `FILEPATH` specifies paths to the file containing the bAbI6 data. \n", "- `TEXT_LENGTH` specifies the maximum number of sentences in a context for the experiment.\n", "- `MAX_WIDTH` specifies the maximum number of wires in a circuit for the experiment.\n", "- `SANDWICH` is a flag for using the sandwich functor: True to apply the sandwich functor on the circuits, False to apply the usual semantic functor.\n", @@ -66,14 +69,14 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "28993a72", "metadata": {}, "outputs": [], "source": [ "# Here we store all the variables needed for the rest of the code: file paths, configurations, parameters...\n", "\n", - "# The path of the file where the initial babI6 data is stored\n", + "# The path of the file where the initial bAbI6 data is stored\n", "FILEPATH = '../data/qa6_train_10k.txt'\n", "\n", "# Maximum length of the context\n", @@ -86,7 +89,7 @@ "SANDWICH = True\n", "\n", "# Updating the FFL parameter\n", - "FFL = True\n", + "FFL = False\n", "\n", "# Sizes of training, validation, and test datasets\n", "TRAINING_SAMPLE_SIZE = 120\n", @@ -106,7 +109,7 @@ "source": [ "## 2. Data Preprocessing Function\n", "\n", - "The next step is to write a function `task_file_reader`, which processes the babI6 dataset and returns a list of texts, a list of questions on these texts, a list of answers to these questions, and a list of the lengths of the texts. This function reads and cleans lines from the `FILEPATH`, splits lines into stories, and extracts text sentences, questions, and answers.\n", + "The next step is to write a function `task_file_reader`, which processes the bAbI6 dataset and returns a list of texts, a list of questions on these texts, a list of answers to these questions, and a list of the lengths of the texts. This function reads and cleans lines from the `FILEPATH`, splits lines into stories, and extracts text sentences, questions, and answers.\n", "\n", "After extracting the texts, they are filtered to only keep the ones whose number of sentences is less than or equal to `TEXT_LENGTH`, which we set in the previous cell to determine the maximum number of sentences that we want in a text for optimization purposes. We want to make sure that we do not get huge circuits later on when we convert the texts into circuits, which might slow down the experiment. \n", "\n", @@ -115,7 +118,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "05e8f624", "metadata": {}, "outputs": [], @@ -201,7 +204,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "5dbca676", "metadata": { "scrolled": true @@ -227,7 +230,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "73465ead", "metadata": {}, "outputs": [], @@ -252,12 +255,12 @@ "\n", "Now that we already have the circuits representing the texts, we need to make the circuits representing the questions. Remember, in our experiment, we need to have a pair of circuits, one for the affirmative case, and the other for the negative case. However, when adding the box corresponding to the question, we have to make sure that the wires of the question box correspond to the nouns from the text that are asked about. \n", "\n", - "Below, the function `return_noun_list` returns all the nouns in a text and the function `return_q_nouns` return all the nouns in a question. One can notice that in the latter, we take the second and fifth noun as the subject and object of the question respectively. This works because of the simple case of the babI6 experiments, all the questions are of the format \"Is the subject in the location?\"." + "Below, the function `return_noun_list` returns all the nouns in a text and the function `return_q_nouns` return all the nouns in a question. One can notice that in the latter, we take the second and fifth noun as the subject and object of the question respectively. This works because of the simple case of the bAbI6 experiments, all the questions are of the format \"Is the subject in the location?\"." ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "15baa8dd", "metadata": {}, "outputs": [], @@ -275,7 +278,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "32d767fc", "metadata": {}, "outputs": [], @@ -296,7 +299,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "eeefa4e2", "metadata": {}, "outputs": [], @@ -316,7 +319,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "ac2c4298", "metadata": {}, "outputs": [], @@ -344,7 +347,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "id": "72b15b5f", "metadata": {}, "outputs": [], @@ -366,7 +369,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "id": "af318e63", "metadata": {}, "outputs": [], @@ -406,7 +409,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "id": "a4ea6896", "metadata": {}, "outputs": [], @@ -451,7 +454,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "id": "9f50a873", "metadata": {}, "outputs": [], @@ -476,7 +479,6 @@ "\n", " quest_mid_layer = Id(qubit) if (qid1 == 0 or qid2 == 0) else Discard()\n", " \n", - " \n", " for k in range(1, len(text_circuit.cod)):\n", " if k == qid1 or k == qid2:\n", " quest_mid_layer = quest_mid_layer @ Id(qubit)\n", @@ -508,15 +510,15 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "id": "bc8aecdb", "metadata": {}, "outputs": [], "source": [ - "babi6_datadict = {}\n", + "bAbI6_datadict = {}\n", "for i in reduced_datadict.keys():\n", " # Add the updated dictionary with the transformed 'answer'\n", - " babi6_datadict.update({\n", + " bAbI6_datadict.update({\n", " i: {\n", " 'text': reduced_datadict[i]['text'],\n", " 'question': reduced_datadict[i]['question'],\n", @@ -537,7 +539,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "id": "bcecde44", "metadata": {}, "outputs": [ @@ -554,13 +556,13 @@ "from collections import defaultdict\n", "\n", "# Add the 'measure' field to each item\n", - "for key, value in babi6_datadict.items():\n", + "for key, value in bAbI6_datadict.items():\n", " temp = -1 if value['answer'] == 0 else 1\n", " value['measure'] = temp * value['text_length']\n", "\n", "# Group items by absolute value of measure\n", "abs_value_groups = defaultdict(list)\n", - "for key, value in babi6_datadict.items():\n", + "for key, value in bAbI6_datadict.items():\n", " abs_value = abs(value['measure'])\n", " abs_value_groups[abs_value].append((key, value))\n", "\n", @@ -586,7 +588,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "id": "91b7c34d", "metadata": {}, "outputs": [], @@ -608,14 +610,14 @@ ")\n", "\n", "# Reconstruct dictionaries for training, validation, and testing\n", - "training_dict_babi6 = {k: v for k, v in zip(train_keys, train_values)}\n", - "validation_dict_babi6 = {k: v for k, v in zip(val_keys, val_values)}\n", - "test_dict_babi6 = {k: v for k, v in zip(test_keys, test_values)}" + "training_dict_bAbI6 = {k: v for k, v in zip(train_keys, train_values)}\n", + "validation_dict_bAbI6 = {k: v for k, v in zip(val_keys, val_values)}\n", + "test_dict_bAbI6 = {k: v for k, v in zip(test_keys, test_values)}" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "id": "0dd61567", "metadata": {}, "outputs": [ @@ -631,8 +633,8 @@ "source": [ "yes_count = 0\n", "no_count = 0\n", - "for i in training_dict_babi6:\n", - " if training_dict_babi6[i]['answer'] == 0:\n", + "for i in training_dict_bAbI6:\n", + " if training_dict_bAbI6[i]['answer'] == 0:\n", " no_count += 1\n", " else:\n", " yes_count += 1\n", @@ -651,23 +653,23 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "id": "b9f1a78c", "metadata": {}, "outputs": [], "source": [ "with open(TRAINING_DATASET_FILEPATH, 'wb') as file:\n", - " pickle.dump(training_dict_babi6, file)\n", + " pickle.dump(training_dict_bAbI6, file)\n", "with open(VALIDATION_DATASET_FILEPATH, 'wb') as file:\n", - " pickle.dump(validation_dict_babi6, file)\n", + " pickle.dump(validation_dict_bAbI6, file)\n", "with open(TEST_DATASET_FILEPATH, 'wb') as file:\n", - " pickle.dump(test_dict_babi6, file) " + " pickle.dump(test_dict_bAbI6, file) " ] } ], "metadata": { "kernelspec": { - "display_name": "experimentsenv", + "display_name": "Python 3", "language": "python", "name": "python3" }, From 45c4ee1c8161490455d99115869a70aca96189b9 Mon Sep 17 00:00:00 2001 From: Ouissal Moumou Date: Tue, 27 May 2025 18:05:22 +0100 Subject: [PATCH 8/8] pushing some of the changes so far: may 27th 2025 --- ...al_Babi6_new_parser-release training.ipynb | 462 ++++++++++++ ...i6_new_parser-release-preparing-data.ipynb | 700 ++++++++++++++++++ 2 files changed, 1162 insertions(+) create mode 100644 docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb create mode 100644 docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb diff --git a/docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb b/docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb new file mode 100644 index 0000000..45b5845 --- /dev/null +++ b/docs/tutorials/tutorial_Babi6_new_parser-release training.ipynb @@ -0,0 +1,462 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "48aad21d", + "metadata": {}, + "source": [ + "# Tutorial: BabI6 Training and Preprocessing in Python (Part II)\n", + "\n", + "In Part I of this tutorial, we learned how to create DisCoCirc circuits for question asking for the babI6 dataset. In this part, we proceed to train the model with the circuits that we created." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "b67efc5e", + "metadata": {}, + "outputs": [], + "source": [ + "# Parameters determining the type of the data\n", + "# SANDWICH functor flag\n", + "SANDWICH = True\n", + "\n", + "# Updating the FFL Parameter\n", + "FFL = True\n", + "\n", + "# Names of Resulting file paths for the Datasets\n", + "TRAINING_DATASET_FILEPATH = 'tutorial_training_ffl' + str(FFL) + '_sandwich_' + str(SANDWICH) + '.pkl'\n", + "VALIDATION_DATASET_FILEPATH = 'tutorial_validation_ffl' + str(FFL) + '_sandwich_' + str(SANDWICH) + '.pkl'\n", + "TEST_DATASET_FILEPATH = 'tutorial_test_ffl' + str(FFL) + '_sandwich_' + str(SANDWICH) + '.pkl'\n", + "\n", + "BATCH_SIZE = 5\n", + "EPOCHS = 30\n", + "SEED = 2\n", + "LEARNING_RATE = 0.005" + ] + }, + { + "cell_type": "markdown", + "id": "0f9091f4", + "metadata": {}, + "source": [ + "## 8. Training the Circuits and Tests\n", + "Now that we have the data ready, we proceed with the training as usual, except that, we have to deal with pairs of circuits instead of single circuits, which will be accommodated by overriding the forward() method in the model." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "c6023fa1", + "metadata": {}, + "outputs": [], + "source": [ + "import pickle\n", + "training_dict_babi6 = {}\n", + "\n", + "with open(TRAINING_DATASET_FILEPATH, 'rb') as file:\n", + " training_dict_babi6 = pickle.load(file)\n", + "\n", + "val_dict_babi6 = {}\n", + "\n", + "with open(VALIDATION_DATASET_FILEPATH, 'rb') as file:\n", + " val_dict_babi6 = pickle.load(file)\n", + "\n", + "test_dict_babi6 = {}\n", + "with open(TEST_DATASET_FILEPATH, 'rb') as file:\n", + " test_dict_babi6 = pickle.load(file)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "1565fb9d", + "metadata": {}, + "outputs": [], + "source": [ + "training_circuits = []\n", + "training_answers = []\n", + "training_questions = []\n", + "training_contexts = []\n", + "\n", + "for key, value in training_dict_babi6.items():\n", + " training_answers.append(value['answer'])\n", + " training_questions.append(value['question'])\n", + " training_contexts.append(value['text'])\n", + " training_circuits.append(value['quantum_circ_pair_pos_neg'])\n", + "\n", + "val_circuits = []\n", + "val_answers = []\n", + "val_questions = []\n", + "val_contexts = []\n", + "\n", + "for key, value in val_dict_babi6.items():\n", + " val_answers.append(value['answer'])\n", + " val_questions.append(value['question'])\n", + " val_contexts.append(value['text'])\n", + " val_circuits.append(value['quantum_circ_pair_pos_neg'])\n", + " \n", + "test_circuits = []\n", + "test_answers = []\n", + "test_questions = []\n", + "test_contexts = []\n", + "\n", + "for key, value in test_dict_babi6.items():\n", + " test_answers.append(value['answer'])\n", + " test_questions.append(value['question'])\n", + " test_contexts.append(value['text'])\n", + " test_circuits.append(value['quantum_circ_pair_pos_neg'])" + ] + }, + { + "cell_type": "markdown", + "id": "99b9ac0c", + "metadata": {}, + "source": [ + "The final output of the model is going to be a vector that we can interpret as a probability distribution over the possible answers (in this case [yes, no]). Therefore, We modify the yes and no answers and replace their representations by 1s and 0s, i.e. by \"[1, 0]\"s and \"[0, 1]\"s respectively." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "007b6bc8", + "metadata": {}, + "outputs": [], + "source": [ + "training_answers = [[0., 1.] if not answer else [1., 0.] for answer in training_answers]\n", + "val_answers = [[0., 1.] if not answer else [1., 0.] for answer in val_answers]\n", + "test_answers = [[0., 1.] if not answer else [1., 0.] for answer in test_answers]" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "6857d72a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "105" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(training_answers)" + ] + }, + { + "cell_type": "markdown", + "id": "1d54c0c2", + "metadata": {}, + "source": [ + "The following shows how we override the forward() method to accommodate having pairs of circuits." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "67d6507a", + "metadata": {}, + "outputs": [], + "source": [ + "from lambeq import PennyLaneModel\n", + "from lambeq.backend.quantum import Diagram\n", + "import torch\n", + "\n", + "\n", + "class PairCircuitModel(PennyLaneModel):\n", + " def forward(self, circ_pairs: list[tuple[Diagram, Diagram]]) -> torch.Tensor:\n", + " pos_circs, neg_circs = zip(*circ_pairs)\n", + " pos_out = abs(self.get_diagram_output(pos_circs))\n", + " neg_out = abs(self.get_diagram_output(neg_circs))\n", + "\n", + " # implement a function that would merge pos_out and neg_out into an nx2 tensor\n", + " out_tensor = torch.stack((pos_out, neg_out), dim=1)\n", + " out_tensor = torch.softmax(out_tensor, dim=1)\n", + " \n", + " return out_tensor\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "549f1f68", + "metadata": {}, + "source": [ + "The way circuits are stored in our current example is as pairs. However, when initializing circuits, one has to simply pass all the circuits to be initilised to the model (as seen in later cells). Therefore, for the initialisation step, we will create a new collection of circuits that includes all the circuits from the pairs of circuits that we originally have." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "84d09be7", + "metadata": {}, + "outputs": [], + "source": [ + "all_circuits = [\n", + " circuit\n", + " for circuit_tuple in training_circuits + val_circuits + test_circuits\n", + " for circuit in circuit_tuple\n", + "]\n", + "\n", + "backend_config = {'backend': 'default.qubit'} # this is the default PennyLane simulator\n", + "model = PairCircuitModel.from_diagrams(all_circuits,\n", + " probabilities=False,\n", + " normalize=True,\n", + " backend_config=backend_config)\n", + "\n", + "model.initialise_weights()" + ] + }, + { + "cell_type": "markdown", + "id": "a897cf89", + "metadata": {}, + "source": [ + "Finally, we proceed with training as usual (see previous tutorials for more details on this part)." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "9081225f", + "metadata": {}, + "outputs": [], + "source": [ + "def acc(y_hat, y):\n", + " return (torch.argmax(y_hat, dim=1) ==\n", + " torch.argmax(y, dim=1)).sum().item()/len(y)\n", + "\n", + "def loss(y_hat, y):\n", + " return torch.nn.functional.binary_cross_entropy(\n", + " y_hat, torch.tensor(y, dtype=y_hat.dtype)\n", + " )\n", + "\n", + "\n", + "eval_metrics = {\"acc\": acc}" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "991d8f44", + "metadata": {}, + "outputs": [], + "source": [ + "from lambeq import Dataset\n", + "\n", + "train_dataset = Dataset(training_circuits,\n", + " training_answers,\n", + " batch_size=BATCH_SIZE)\n", + "\n", + "val_dataset = Dataset(val_circuits, val_answers, shuffle=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "ec1a4b8e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "105" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(train_dataset)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "a340f1a1", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/xl/dhbq46vx3fjd140_39vc28hh0000gp/T/ipykernel_83154/1585835587.py:7: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n", + " y_hat, torch.tensor(y, dtype=y_hat.dtype)\n", + "Epoch 1: train/loss: 0.9346 valid/loss: 6.8342 train/time: 5.32s valid/time: 1.01s train/acc: 0.5905 valid/acc: 0.5429\n", + "Epoch 2: train/loss: 0.2990 valid/loss: 8.0345 train/time: 5.46s valid/time: 1.02s train/acc: 0.6095 valid/acc: 0.5143\n", + "Epoch 3: train/loss: 0.7921 valid/loss: 2.7350 train/time: 5.36s valid/time: 1.03s train/acc: 0.7333 valid/acc: 0.5429\n", + "Epoch 4: train/loss: 14.7256 valid/loss: 7.4992 train/time: 5.32s valid/time: 1.03s train/acc: 0.5619 valid/acc: 0.4857\n", + "Epoch 5: train/loss: 1.0462 valid/loss: 4.2637 train/time: 5.44s valid/time: 1.05s train/acc: 0.6286 valid/acc: 0.4857\n", + "Epoch 6: train/loss: 0.1580 valid/loss: 12.2741 train/time: 5.70s valid/time: 1.03s train/acc: 0.6190 valid/acc: 0.4571\n", + "Epoch 7: train/loss: 6.8167 valid/loss: 5.6832 train/time: 5.39s valid/time: 1.04s train/acc: 0.7238 valid/acc: 0.4857\n", + "Epoch 8: train/loss: 0.3790 valid/loss: 6.2157 train/time: 5.17s valid/time: 1.26s train/acc: 0.7333 valid/acc: 0.4286\n", + "Epoch 9: train/loss: 0.2092 valid/loss: 7.0995 train/time: 5.21s valid/time: 1.27s train/acc: 0.8000 valid/acc: 0.4857\n", + "Epoch 10: train/loss: 0.1870 valid/loss: 6.0674 train/time: 5.33s valid/time: 1.48s train/acc: 0.8190 valid/acc: 0.4857\n", + "Epoch 11: train/loss: 0.2487 valid/loss: 3.8180 train/time: 5.46s valid/time: 1.03s train/acc: 0.8857 valid/acc: 0.5714\n", + "Epoch 12: train/loss: 0.0456 valid/loss: 3.2134 train/time: 5.52s valid/time: 1.04s train/acc: 0.8667 valid/acc: 0.5714\n", + "Epoch 13: train/loss: 0.2040 valid/loss: 3.2660 train/time: 5.38s valid/time: 1.05s train/acc: 0.8857 valid/acc: 0.5714\n", + "Epoch 14: train/loss: 0.1381 valid/loss: 3.2107 train/time: 5.67s valid/time: 1.05s train/acc: 0.9238 valid/acc: 0.5714\n", + "Epoch 15: train/loss: 0.1448 valid/loss: 3.0778 train/time: 5.53s valid/time: 1.08s train/acc: 0.9238 valid/acc: 0.6286\n", + "Epoch 16: train/loss: 1.2513 valid/loss: 3.7392 train/time: 5.48s valid/time: 1.05s train/acc: 0.7143 valid/acc: 0.5143\n", + "Epoch 17: train/loss: 0.0843 valid/loss: 5.8888 train/time: 6.10s valid/time: 1.09s train/acc: 0.7333 valid/acc: 0.6286\n", + "Epoch 18: train/loss: 0.3621 valid/loss: 6.2788 train/time: 5.48s valid/time: 1.05s train/acc: 0.8381 valid/acc: 0.6000\n", + "Epoch 19: train/loss: 0.0967 valid/loss: 4.8195 train/time: 5.46s valid/time: 1.14s train/acc: 0.8952 valid/acc: 0.6571\n", + "Epoch 20: train/loss: 0.3041 valid/loss: 4.3510 train/time: 5.44s valid/time: 1.06s train/acc: 0.9238 valid/acc: 0.6286\n", + "Epoch 21: train/loss: 0.0788 valid/loss: 4.5908 train/time: 5.93s valid/time: 1.10s train/acc: 0.9524 valid/acc: 0.6000\n", + "Epoch 22: train/loss: 0.3641 valid/loss: 4.6065 train/time: 5.84s valid/time: 1.13s train/acc: 0.9714 valid/acc: 0.6286\n", + "Epoch 23: train/loss: 0.0930 valid/loss: 5.3995 train/time: 5.44s valid/time: 1.05s train/acc: 0.9810 valid/acc: 0.6286\n", + "Epoch 24: train/loss: 0.1385 valid/loss: 5.4588 train/time: 5.42s valid/time: 1.05s train/acc: 0.9714 valid/acc: 0.6286\n", + "Epoch 25: train/loss: 0.2872 valid/loss: 6.8909 train/time: 5.54s valid/time: 1.06s train/acc: 0.9905 valid/acc: 0.6286\n", + "Epoch 26: train/loss: 0.0618 valid/loss: 7.5244 train/time: 5.54s valid/time: 1.12s train/acc: 0.9714 valid/acc: 0.6000\n", + "Epoch 27: train/loss: 0.1148 valid/loss: 7.2076 train/time: 5.27s valid/time: 1.29s train/acc: 0.9810 valid/acc: 0.6286\n", + "Epoch 28: train/loss: 0.2075 valid/loss: 8.3714 train/time: 5.19s valid/time: 1.29s train/acc: 0.9905 valid/acc: 0.6286\n", + "Epoch 29: train/loss: 0.1348 valid/loss: 7.4553 train/time: 5.22s valid/time: 1.30s train/acc: 0.9905 valid/acc: 0.6286\n", + "Epoch 30: train/loss: 0.0633 valid/loss: 10.5360 train/time: 5.21s valid/time: 1.29s train/acc: 0.9810 valid/acc: 0.6000\n", + "\n", + "Training completed!\n", + "train/time: 2m44s train/time_per_epoch: 5.46s train/time_per_step: 0.26s valid/time: 33.54s valid/time_per_eval: 1.12s\n" + ] + } + ], + "source": [ + "from lambeq import PytorchTrainer\n", + "\n", + "trainer = PytorchTrainer(\n", + " model=model,\n", + " loss_function=loss,\n", + " optimizer=torch.optim.Adam,\n", + " learning_rate=LEARNING_RATE,\n", + " epochs=EPOCHS,\n", + " evaluate_functions=eval_metrics,\n", + " evaluate_on_train=True,\n", + " use_tensorboard=False,\n", + " verbose='text',\n", + " seed=SEED\n", + " )\n", + "\n", + "trainer.fit(train_dataset, val_dataset)" + ] + }, + { + "cell_type": "markdown", + "id": "c91c8756", + "metadata": {}, + "source": [ + "Now that the training has ended, the final part is to test and plot the graphs for the results of the training as shown below. " + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "2df2f3c7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(19.4, 0.6571428571428571, 'early stopping')" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "fig, ((ax_tl, ax_tr), (ax_bl, ax_br)) = plt.subplots(2, 2, sharex=True, sharey='row', figsize=(10, 6))\n", + "ax_tl.set_title('Training set')\n", + "ax_tr.set_title('Development set')\n", + "ax_bl.set_xlabel('Iterations')\n", + "ax_br.set_xlabel('Iterations')\n", + "ax_bl.set_ylabel('Accuracy')\n", + "ax_tl.set_ylabel('Loss')\n", + "\n", + "colours = iter(plt.rcParams['axes.prop_cycle'].by_key()['color'])\n", + "range_ = np.arange(1, trainer.epochs + 1)\n", + "ax_tl.plot(range_, trainer.train_epoch_costs, color=next(colours))\n", + "ax_bl.plot(range_, trainer.train_eval_results['acc'], color=next(colours))\n", + "ax_tr.plot(range_, trainer.val_costs, color=next(colours))\n", + "ax_br.plot(range_, trainer.val_eval_results['acc'], color=next(colours))\n", + "\n", + "# mark best model as circle\n", + "best_epoch = np.argmax(trainer.val_eval_results['acc'])\n", + "ax_tl.plot(best_epoch + 1, trainer.train_epoch_costs[best_epoch], 'o', color='black', fillstyle='none')\n", + "ax_tr.plot(best_epoch + 1, trainer.val_costs[best_epoch], 'o', color='black', fillstyle='none')\n", + "ax_bl.plot(best_epoch + 1, trainer.train_eval_results['acc'][best_epoch], 'o', color='black', fillstyle='none')\n", + "ax_br.plot(best_epoch + 1, trainer.val_eval_results['acc'][best_epoch], 'o', color='black', fillstyle='none')\n", + "\n", + "ax_br.text(best_epoch + 1.4, trainer.val_eval_results['acc'][best_epoch], 'early stopping', va='center')" + ] + }, + { + "cell_type": "markdown", + "id": "4ad0b133", + "metadata": {}, + "source": [ + "Finally, We select the best model (from the best epoch) and use it to get the accuracy on the test data. The best epoch is determined based on the validation accuracy, which is marked on the plot by a circle." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "463a2d27", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test Accuracy: 0.4444444444444444\n" + ] + } + ], + "source": [ + "model.load(trainer.log_dir + '/best_model.lt')\n", + "test_acc = acc(model(test_circuits), torch.tensor(test_answers))\n", + "print('Test Accuracy:', test_acc)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "experimentsenv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb b/docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb new file mode 100644 index 0000000..af26d58 --- /dev/null +++ b/docs/tutorials/tutorial_Babi6_new_parser-release-preparing-data.ipynb @@ -0,0 +1,700 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "48aad21d", + "metadata": {}, + "source": [ + "\n", + "# Tutorial: babI6 Training and Preprocessing in Python\n", + "\n", + "In this tutorial, we will try to implement question answering for babI6 tasks. babI6 tasks are tasks where we supply a text that describes movement of people in different locations and ask questions about the locations of said people while they are moving around. More on the babI tasks can be in this [paper](https://arxiv.org/abs/1502.05698) and this [repository](https://github.com/facebookarchive/bAbI-tasks?tab=readme-ov-file) by Facebook." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "cf759bce", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/ouissal.moumou/actual_discocirc/notebooks/discocirc-experiments/lambeq/experimentsenv/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], + "source": [ + "from pathlib import Path\n", + "from typing import Tuple, List\n", + "from lambeq.experimental.discocirc import DisCoCircReader\n", + "import os\n", + "import warnings\n", + "import pickle\n", + "\n", + "warnings.filterwarnings('ignore')\n", + "os.environ['TOKENIZERS_PARALLELISM'] = 'true'" + ] + }, + { + "cell_type": "markdown", + "id": "e20186c0", + "metadata": {}, + "source": [ + "Before we delve into the code, we first highlight two new features of the new parser that will be used in this tutorial: the sandwich functor and foliated frames. \n", + "\n", + "In the previous versions of the parser, the semantic functor, while providing quantum implementations for boxes, wires and states, did not specify the quantum implementation of frames. The sandwich functor addresses this issue by introducing a novel construction that breaks down a frame into a sequence of boxes with the frame's contents. Now that we have these different frames, we can decide whether we want every layer in these frames to be assigned their operator or have the same operator for all the layers (different parameters assigned to the layers as opposed to having all the layers having the same parameter). For more detail on this, we recommend reading the paper explaining the theory behind the new parser [here](in_the_making)." + ] + }, + { + "cell_type": "markdown", + "id": "3e26d138", + "metadata": {}, + "source": [ + "## 1. Setting Up Configuration Variables\n", + "\n", + "This cell defines paths and key configuration variables:\n", + "- `FILEPATH` specifies paths to the file containing the babI6 data. \n", + "- `TEXT_LENGTH` specifies the maximum number of sentences in a context for the experiment.\n", + "- `MAX_WIDTH` specifies the maximum number of wires in a circuit for the experiment.\n", + "- `SANDWICH` is a flag for using the sandwich functor: True to apply the sandwich functor on the circuits, False to apply the usual semantic functor.\n", + "- `FFL` is a flag for activating the foliated frames. True to set different parameters for the different layers of frames, False to set the same parameter for all the layers. It is to note that it only makes sense to have this flag if the sandwich functor is activated.\n", + "- `TRAINING_SAMPLE_SIZE`, `VALIDATION_SAMPLE_SIZE`, and `TEST_SAMPLE_SIZE` specify the size of the data for training, validation, and testing." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "28993a72", + "metadata": {}, + "outputs": [], + "source": [ + "# Here we store all the variables needed for the rest of the code: file paths, configurations, parameters...\n", + "\n", + "# The path of the file where the initial babI6 data is stored\n", + "FILEPATH = '../data/qa6_train_10k.txt'\n", + "\n", + "# Maximum length of the context\n", + "TEXT_LENGTH = 4\n", + "\n", + "# Maximum Number of wires in a circuit\n", + "MAX_WIDTH = 9\n", + "\n", + "# SANDWICH functor flag\n", + "SANDWICH = True\n", + "\n", + "# Updating the FFL parameter\n", + "FFL = True\n", + "\n", + "# Sizes of training, validation, and test datasets\n", + "TRAINING_SAMPLE_SIZE = 120\n", + "VALIDATION_SAMPLE_SIZE = 30\n", + "TEST_SAMPLE_SIZE = 30\n", + "\n", + "# Paths of resulting files for the datasets\n", + "TRAINING_DATASET_FILEPATH = 'tutorial_training_ffl' + str(FFL) + '_sandwich_' + str(SANDWICH) + '.pkl'\n", + "VALIDATION_DATASET_FILEPATH = 'tutorial_validation_ffl' + str(FFL) + '_sandwich_' + str(SANDWICH) + '.pkl'\n", + "TEST_DATASET_FILEPATH = 'tutorial_test_ffl' + str(FFL) + '_sandwich_' + str(SANDWICH) + '.pkl'" + ] + }, + { + "cell_type": "markdown", + "id": "d21b2f18", + "metadata": {}, + "source": [ + "## 2. Data Preprocessing Function\n", + "\n", + "The next step is to write a function `task_file_reader`, which processes the babI6 dataset and returns a list of texts, a list of questions on these texts, a list of answers to these questions, and a list of the lengths of the texts. This function reads and cleans lines from the `FILEPATH`, splits lines into stories, and extracts text sentences, questions, and answers.\n", + "\n", + "After extracting the texts, they are filtered to only keep the ones whose number of sentences is less than or equal to `TEXT_LENGTH`, which we set in the previous cell to determine the maximum number of sentences that we want in a text for optimization purposes. We want to make sure that we do not get huge circuits later on when we convert the texts into circuits, which might slow down the experiment. \n", + "\n", + "After this filtering, the last step is to convert the list of texts from a list of arrays of sentences, to a list of sentences. In other words, we concatenate the sentences in each text (which is an array) to obtain a string." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "05e8f624", + "metadata": {}, + "outputs": [], + "source": [ + "# Reading the texts, questions, expected answers, and text_length from the TXT file\n", + "def task_file_reader(path : str | Path) -> Tuple[List[List[str]],\n", + " List[str],\n", + " List[str],\n", + " List[str]]:\n", + " \"\"\"\n", + " reads the .txt file at `path`\n", + " returns 4 lists of equal length\n", + " - text sentences, questions, answers and text length\n", + " \"\"\"\n", + " with open(path) as f:\n", + " lines = f.readlines()\n", + "\n", + " # split the lines into stories\n", + " # record the first line location of new stories\n", + " story_splits = [i for i, line in enumerate(lines) if line[0:2] == '1 ']\n", + " # have no more need for line indices - delete these\n", + " lines = [' '.join(line.split(' ')[1:]) for line in lines]\n", + " # also delete . and \\n\n", + " lines = [line.replace('.', '').replace('\\n','') for line in lines]\n", + " stories = [lines[i:j] for i, j in zip(story_splits, story_splits[1:]+[None])]\n", + "\n", + " # create text and QnA pairs\n", + " texts = []\n", + " qnas = []\n", + " text_length = []\n", + " for story in stories:\n", + " # record the lines in the story corresponding to questions\n", + " question_splits = [i for i, line in enumerate(story) if '?' in line]\n", + " for index in question_splits:\n", + " # record the text corresponding to each question\n", + " ctx = [line.lower() for line in story[:index] if '?' not in line]\n", + " texts.append(ctx)\n", + " text_length.append(len(ctx))\n", + " # record the question\n", + " qnas.append(story[index])\n", + "\n", + " # split qna into questions and answers\n", + " questions = [qna.split('\\t')[0].lower().rstrip()[:-1] + \" ?\" for qna in qnas]\n", + " answers = [qna.split('\\t')[1].lower() for qna in qnas]\n", + "\n", + " # Filtering the data \n", + " filtered_data = [\n", + " (text, question, answer, text_length)\n", + " for text, question, answer, text_length in zip(texts, questions, answers, text_length) \n", + " if len(text) <= TEXT_LENGTH\n", + " ]\n", + " # Applying the filter\n", + " texts, questions, answers, text_length = map(list, zip(*filtered_data))\n", + "\n", + " # Converting the texts from arrays of sentences to strings\n", + " processed_texts_list = []\n", + " for text in texts:\n", + " processed_text = \"\"\n", + " for sentence in text:\n", + " processed_text += sentence + \". \"\n", + " \n", + " processed_texts_list.append(processed_text)\n", + "\n", + " processed_texts_list = [\". \".join(text) + \". \" for text in texts]\n", + "\n", + " return processed_texts_list, questions, answers, text_length\n", + "\n", + "\n", + "texts, questions, answers, text_lengths = task_file_reader(FILEPATH)" + ] + }, + { + "cell_type": "markdown", + "id": "67428372", + "metadata": {}, + "source": [ + "## 3. Converting The Texts into Circuits\n", + "\n", + "Now that we have our texts and the rest of data ready and pre-processed, we move on to the crucial step of converting them into circuits. We first start by initializing the reader, then we use it with the `SANDWICH` flag indicating whether to use the SANDWICH functor or not, as well as the `FFL` flag which indicates whether to assign different parameters to the different layers of the frame, or the same parameters.\n", + "\n", + "Moreover, we store the data in a dictionary where each entry includes the text, the corresponding generated DisCoCirc circuit, the question, the answer, and the text_length." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "5dbca676", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# making the circuits from the texts and storing them in the dictionary\n", + "reader = DisCoCircReader()\n", + "datadict = {}\n", + "for i, (text, quest, ans, text_length) in enumerate(zip(texts, questions, answers, text_lengths)):\n", + " datadict.update({i:{'text':text, 'dsc_diag': reader.text2circuit(text, sandwich=SANDWICH, foliated_frame_labels = FFL), 'question':quest, 'answer':ans, 'text_length': text_length}})\n", + " " + ] + }, + { + "cell_type": "markdown", + "id": "b150eddc", + "metadata": {}, + "source": [ + "## 4. Converting The Circuits from DisCoCirc Circuits to Quantum Circuits\n", + "While we have the circuits corresponding to the texts ready, they are still DisCoCirc circuits, not quantum circuits. Therefore, we need to convert the DisCocirc circuits into quantum circuits by applying an ansatz. In this case, we chose to apply the Sim4Ansatz with 3 layers, and one qubit for each noun." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "73465ead", + "metadata": {}, + "outputs": [], + "source": [ + "from lambeq import Sim4Ansatz\n", + "from lambeq import AtomicType\n", + "\n", + "N = AtomicType.NOUN\n", + "ansatz = Sim4Ansatz({N:1}, n_layers=3)\n", + "\n", + "for i in datadict.keys():\n", + " datadict[i].update({'text_circuit_sim4_13': ansatz(datadict[i]['dsc_diag'])})" + ] + }, + { + "cell_type": "markdown", + "id": "ffdeb9a1", + "metadata": {}, + "source": [ + "## 5. Question Circuits and Further Processing\n", + "The main spirit of this tutorial is having questions also be circuits that one sequetially composes with the circuits representing texts in order to see the similarity between the texts and guess the answer to the question by performing postselections. More details on question answering can be found [here](https://arxiv.org/pdf/2409.08777).\n", + "\n", + "Now that we already have the circuits representing the texts, we need to make the circuits representing the questions. Remember, in our experiment, we need to have a pair of circuits, one for the affirmative case, and the other for the negative case. However, when adding the box corresponding to the question, we have to make sure that the wires of the question box correspond to the nouns from the text that are asked about. \n", + "\n", + "Below, the function `return_noun_list` returns all the nouns in a text and the function `return_q_nouns` return all the nouns in a question. One can notice that in the latter, we take the second and fifth noun as the subject and object of the question respectively. This works because of the simple case of the babI6 experiments, all the questions are of the format \"Is the subject in the location?\"." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "15baa8dd", + "metadata": {}, + "outputs": [], + "source": [ + "from lambeq.backend.grammar import Ty\n", + "\n", + "def return_noun_list(text):\n", + " noun_list = []\n", + " for b in text.boxes:\n", + " if b.dom == Ty() and b.cod == N:\n", + " noun_list.append(b.name)\n", + " \n", + " return noun_list" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "32d767fc", + "metadata": {}, + "outputs": [], + "source": [ + "def return_q_nouns(question):\n", + " question_words = question.split(' ')\n", + " q_nouns = [question_words[1], question_words[4].strip('?')]\n", + " return q_nouns" + ] + }, + { + "cell_type": "markdown", + "id": "7ae48f77", + "metadata": {}, + "source": [ + "We proceed to add the lists obtained from the functions above to the dictionary to be used later when building the question circuits. " + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "eeefa4e2", + "metadata": {}, + "outputs": [], + "source": [ + "for i in datadict.keys():\n", + " datadict[i].update({'noun_list_text': return_noun_list(datadict[i]['dsc_diag'])})\n", + " datadict[i].update({'noun_list_question': return_q_nouns(datadict[i]['question'])})" + ] + }, + { + "cell_type": "markdown", + "id": "210a2617", + "metadata": {}, + "source": [ + "We needed to extract the list of nouns in the texts as well as the list of nouns in their corresponding questions to remove the entries where the question nouns include nouns that are not in the text (questions that ask about subjects or locations not present in the text. We do this for simplification purposes). The following cell checks every entry from the `datadict` dictionary and adds the ids of \"bad\" entries (entries where the question contains nouns not present in the text) to the `discarded_ids` list that will be used later on." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "ac2c4298", + "metadata": {}, + "outputs": [], + "source": [ + "#reduce texts where question nouns are not in the text\n", + "discarded_ids = []\n", + "for i in datadict.keys():\n", + " text_nouns = datadict[i]['noun_list_text']\n", + " q_nouns = datadict[i]['noun_list_question']\n", + " for noun in q_nouns:\n", + " if noun not in text_nouns:\n", + " discarded_ids.append(i)\n", + " break" + ] + }, + { + "cell_type": "markdown", + "id": "7deda19b", + "metadata": {}, + "source": [ + "Now that we have a list of ids of entries that should be discarded because they contain nouns in the questions that are not present in the reduced contexts corresponding to them, we simply remove the said entries from the `datadict` dictionary." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "f75a2315", + "metadata": {}, + "outputs": [], + "source": [ + "# This is to be merged with the cell below by adding the logic for removing the ones that have less text length.\n", + "reduced_datadict = {\n", + " i: entry \n", + " for i, entry in datadict.items() \n", + " if set(entry['noun_list_question']).issubset(entry['noun_list_text'])\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "72b15b5f", + "metadata": {}, + "outputs": [], + "source": [ + "reduced_datadict = {}\n", + "for i in datadict.keys():\n", + " if i not in discarded_ids:\n", + " if datadict[i]['text_length'] < TEXT_LENGTH:\n", + " reduced_datadict.update({i:datadict[i]})" + ] + }, + { + "cell_type": "markdown", + "id": "33fb6e7e", + "metadata": {}, + "source": [ + "Moreover, remember that for efficiency purposes, we also wanted to limit the number of wires in every circuit by chekcing that every circuit's codomain (which is the number of open wires of a circuit) is less than or equal to `MAX_WIDTH`. The following filters the entries in the `datadict` dictionary and only keep the entries in which the text circuits have less than or equal to the maximum number of wires specified in `MAX_WIDTH`." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "af318e63", + "metadata": {}, + "outputs": [], + "source": [ + "# Reducing the size of the dictionary by removing the circuits that have more than a certain number of wires. \n", + "def right_cod_size(circuit):\n", + " return len(circuit.cod) < MAX_WIDTH\n", + "\n", + "def filter_circuits_by_width(entries):\n", + " filtered_entries = {}\n", + " \n", + " for key, entry in entries.items():\n", + " circuit = entry.get('text_circuit_sim4_13')\n", + " if circuit and right_cod_size(circuit):\n", + " filtered_entries[key] = entry\n", + " \n", + " return filtered_entries\n", + "\n", + "filtered_cod_datadict = filter_circuits_by_width(reduced_datadict)" + ] + }, + { + "cell_type": "markdown", + "id": "b04a8ff9", + "metadata": {}, + "source": [ + "Now that the text circuits are post-processed for optimization, it is time to make the question answering circuits to later sequentially compose the latter with the former. \n", + "\n", + "We first start with constructing two boxes `q1` and `q2` for both the affirmative and negative questions respectively. An affirmative question is just the same question that came with the text (in the pre-processing step). On the other hand, the negative question refers to the question on the negative case of the affirmative questions. For example, if the question related to a text is \"Is Emily in the kitchen?\", the equivalent negative question would be \"Is Emily not in the kitchen?\". For the purposes of this training, all the questions are either in the format of \"Is subject in object?\" or \"Is subject not in object?\". Therefore, we will need two boxes for the questions, a box for the \"is in\" questions, and another for the \"is not in\" questions. The purpose of having two generic boxes is that the ML model will learn later the parameters for these boxes. For more details about question answering in DiscoCir, we recommend [this paper](https://arxiv.org/pdf/2409.08777).\n", + "\n", + "Notice that we also created two question boxes that are equiped with swaps, the purpose of which will become clearer in later parts of the tutorial. \n", + "\n", + "We apply the same ansatz applied on the text circuits (Sim4Ansatz with 3 layers and one qubit for each wire). Lastly, we add the postselections by sequentially composing the resulting circuit from applying the ansatz to a parallel composition of two effects (bras). " + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "a4ea6896", + "metadata": {}, + "outputs": [], + "source": [ + "from lambeq.backend.grammar import Box, Id\n", + "from lambeq.backend.quantum import Bra, Discard, qubit, Id, Swap\n", + "from lambeq import AtomicType, Sim4Ansatz\n", + "\n", + "N = AtomicType.NOUN\n", + "\n", + "q1 = Box('is_in', N@N, N@N)\n", + "q2 = Box('is_not_in', N@N, N@N)\n", + "\n", + "ansatz = Sim4Ansatz({N:1}, n_layers=3)\n", + "qcirc1 = ansatz(q1)\n", + "qcirc2 = ansatz(q2)\n", + "\n", + "#add the postselections to the questions\n", + "qcirc1_final = qcirc1 >> Bra(0) @ Bra(0)\n", + "qcirc2_final = qcirc2 >> Bra(0) @ Bra(0)\n", + "\n", + "is_in_q = qcirc1_final\n", + "is_not_in_q = qcirc2_final\n", + "\n", + "is_in_q_swp = Swap(qubit, qubit) >> qcirc1 >> Bra(0) @ Bra(0)\n", + "is_not_in_q_swp = Swap(qubit, qubit) >> qcirc2 >> Bra(0) @ Bra(0)" + ] + }, + { + "cell_type": "markdown", + "id": "fa5f120a", + "metadata": {}, + "source": [ + "## 5. Assembling The Text Circuits with the Question Circuits\n", + "\n", + "Now that we have all the ingredients in place (the text and question circuits), it is time to assemble them using sequential composition. However, we need to be careful and only attach the wires in the question boxes to the corresponding wires in the text boxes so that the nouns match. Moreover, we have to discard the wires of the nouns that are not included in the question. In order to do this, we might need to perform some swaps so that the wires that get composed with the question circuit are the corresponding wires from the text circuit.\n", + "\n", + "We start by creating a layer composed of either identities (to link with the wires corresponding to the question nouns), or discards (for the rest of the wires). Once we sequentially compose this layer with the text circuit, this leaves us with a circuit whose codomain has two wires corresponding to the question. In order for us to attach the question boxes, we have to make sure that the wires from the question circuits are linked to the right wires from the text circuit. To achieve this, we check the question ids of the wires in the text circuits (to see whether the nouns in the text circuits are in the right order). This helps us decide whether to use the quetion boxes that come with swaps, or the ones without swaps (if the question wires are in the wrong order, we would need a swap to bring them back to the right order for the questions. Remember, we already created question boxes that are also equiped with swaps for this purpose).\n", + "\n", + "Notice that, throughout the next cell, we always have two circuits. The circuit names ending in \"pos\" signal the circuits corrsponding to the affirmative questions, while their counterparts ending in \"neg\" signal the ones corresponding to the negative questions." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9f50a873", + "metadata": {}, + "outputs": [], + "source": [ + "# Bringing everything together by plugging the question answering part to the text circuits\n", + "for i in reduced_datadict.keys():\n", + " \n", + " text_circuit = reduced_datadict[i]['text_circuit_sim4_13']\n", + " text_nouns = datadict[i]['noun_list_text']\n", + " q_nouns = datadict[i]['noun_list_question']\n", + " qid1 = datadict[i]['noun_list_text'].index(q_nouns[0])\n", + " qid2 = datadict[i]['noun_list_text'].index(q_nouns[1])\n", + "\n", + " swap_required = False\n", + " \n", + " if qid1 > qid2: \n", + " swap_required = True\n", + " elif qid1 < qid2:\n", + " swap_required = False\n", + " else:\n", + " print('noun ids are idential, error')\n", + "\n", + " quest_mid_layer = Id(qubit) if (qid1 == 0 or qid2 == 0) else Discard()\n", + " \n", + " \n", + " for k in range(1, len(text_circuit.cod)):\n", + " if k == qid1 or k == qid2:\n", + " quest_mid_layer = quest_mid_layer @ Id(qubit)\n", + " else:\n", + " quest_mid_layer = quest_mid_layer @ Discard()\n", + "\n", + " final_circuit = text_circuit >> quest_mid_layer\n", + "\n", + " if swap_required:\n", + " final_circuit_pos = final_circuit >> is_in_q_swp\n", + " final_circuit_neg = final_circuit >> is_not_in_q_swp\n", + " else:\n", + " final_circuit_pos = final_circuit >> is_in_q\n", + " final_circuit_neg = final_circuit >> is_not_in_q\n", + "\n", + " reduced_datadict[i].update({'pos_neg_circuit_pair': (final_circuit_pos, final_circuit_neg)})" + ] + }, + { + "cell_type": "markdown", + "id": "8fd17926", + "metadata": {}, + "source": [ + "## 6. Preparing The Datasets for Training\n", + "Now that our circuit pairs are ready, we move on to the final step of training a model.\n", + "\n", + "The first step is to prepare the data for training. We start with updating the \"yes\"." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "bc8aecdb", + "metadata": {}, + "outputs": [], + "source": [ + "babi6_datadict = {}\n", + "for i in reduced_datadict.keys():\n", + " # Add the updated dictionary with the transformed 'answer'\n", + " babi6_datadict.update({\n", + " i: {\n", + " 'text': reduced_datadict[i]['text'],\n", + " 'question': reduced_datadict[i]['question'],\n", + " 'answer': 1 if reduced_datadict[i]['answer'] == 'yes' else 0, # Transform 'yes' to 1 and 'no' to 0\n", + " 'quantum_circ_pair_pos_neg': reduced_datadict[i]['pos_neg_circuit_pair'],\n", + " 'text_length': reduced_datadict[i]['text_length']\n", + " }\n", + " })" + ] + }, + { + "cell_type": "markdown", + "id": "3545dc09", + "metadata": {}, + "source": [ + "The next step would be to make three sets: training, validation, and test sets. We try to balance the entries." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "bcecde44", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "the minimum size is: 88\n" + ] + } + ], + "source": [ + "import random\n", + "from collections import defaultdict\n", + "\n", + "# Add the 'measure' field to each item\n", + "for key, value in babi6_datadict.items():\n", + " temp = -1 if value['answer'] == 0 else 1\n", + " value['measure'] = temp * value['text_length']\n", + "\n", + "# Group items by absolute value of measure\n", + "abs_value_groups = defaultdict(list)\n", + "for key, value in babi6_datadict.items():\n", + " abs_value = abs(value['measure'])\n", + " abs_value_groups[abs_value].append((key, value))\n", + "\n", + "# Balance signs within each group and ensure diverse sizes\n", + "new_balanced_dict = {}\n", + "for abs_value, items in abs_value_groups.items():\n", + " # Separate positive and negative items\n", + " positive_items = [(k, v) for k, v in items if v['measure'] > 0]\n", + " negative_items = [(k, v) for k, v in items if v['measure'] < 0]\n", + " \n", + " # Determine the maximum balanced size for this group\n", + " min_size = min(len(positive_items), len(negative_items))\n", + " print(\"the minimum size is: \" + str(min_size))\n", + " \n", + " # Randomly sample from each group to balance\n", + " balanced_positive = random.sample(positive_items, min_size)\n", + " balanced_negative = random.sample(negative_items, min_size)\n", + " \n", + " # Add to the balanced dictionary\n", + " for k, v in balanced_positive + balanced_negative:\n", + " new_balanced_dict[k] = v" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "91b7c34d", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "# Convert dictionary into list of keys and values\n", + "keys = list(new_balanced_dict.keys())\n", + "values = list(new_balanced_dict.values())\n", + "\n", + "# Split into training and temporary (validation + testing)\n", + "train_keys, temp_keys, train_values, temp_values = train_test_split(\n", + " keys, values, test_size=0.4, random_state=42 # 60% training, 40% temp\n", + ")\n", + "\n", + "# =Split the temporary set into validation and testing\n", + "val_keys, test_keys, val_values, test_values = train_test_split(\n", + " temp_keys, temp_values, test_size=0.5, random_state=42 # 20% validation, 20% testing\n", + ")\n", + "\n", + "# Reconstruct dictionaries for training, validation, and testing\n", + "training_dict_babi6 = {k: v for k, v in zip(train_keys, train_values)}\n", + "validation_dict_babi6 = {k: v for k, v in zip(val_keys, val_values)}\n", + "test_dict_babi6 = {k: v for k, v in zip(test_keys, test_values)}" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "0dd61567", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "52\n", + "53\n" + ] + } + ], + "source": [ + "yes_count = 0\n", + "no_count = 0\n", + "for i in training_dict_babi6:\n", + " if training_dict_babi6[i]['answer'] == 0:\n", + " no_count += 1\n", + " else:\n", + " yes_count += 1\n", + "\n", + "print(yes_count)\n", + "print(no_count)" + ] + }, + { + "cell_type": "markdown", + "id": "af769549", + "metadata": {}, + "source": [ + "Now, the final step is to store all of this data in separate files for training, validation, and testing, to be used in part II of this tutorial." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "b9f1a78c", + "metadata": {}, + "outputs": [], + "source": [ + "with open(TRAINING_DATASET_FILEPATH, 'wb') as file:\n", + " pickle.dump(training_dict_babi6, file)\n", + "with open(VALIDATION_DATASET_FILEPATH, 'wb') as file:\n", + " pickle.dump(validation_dict_babi6, file)\n", + "with open(TEST_DATASET_FILEPATH, 'wb') as file:\n", + " pickle.dump(test_dict_babi6, file) " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "experimentsenv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}