Datasets:
Tasks:
Text Classification
Sub-tasks:
natural-language-inference
Languages:
English
Multilinguality:
monolingual
Size Categories:
1K<n<10K
Language Creators:
crowdsourced
Annotations Creators:
expert-generated
Source Datasets:
original
Tags:
example_id
stringlengths 4
6
| length
int32 5
6
| label
int32 0
1
| breakpoint
int32 1
5
| confl_sents
list | confl_pairs
list | stories
list |
|---|---|---|---|---|---|---|
13-C0 | 5 | 0 | 4 | [
2,
3
] | [
[
2,
4
],
[
3,
4
]
] | [
{
"story_id": 13,
"worker_id": "A32W24TWSWXW",
"type": null,
"idx": null,
"aug": false,
"actor": "John",
"location": "kitchen",
"objects": "cabinet, counter, knife, pan, potato, pizza",
"sentences": [
"John was getting the snacks ready for the party.",
"John opened the cabinet, took out a pan and put it on the counter.",
"John opened the fridge and got out the pizza.",
"John put the pizza on the pan and put them into the oven.",
"John took a knife and cut the hot pizza in eight slices."
],
"length": 5,
"example_id": "13",
"plausible": true,
"breakpoint": -1,
"confl_sents": [],
"confl_pairs": [],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
},
{
"story_id": 13,
"worker_id": "A32W24TWSWXW",
"type": "cloze",
"idx": 0,
"aug": false,
"actor": "John",
"location": "kitchen",
"objects": "cabinet, counter, knife, pan, potato, pizza",
"sentences": [
"John was getting the snacks ready for the party.",
"John opened the cabinet, took out a pan and put it on the counter.",
"John opened the fridge and got out the pizza.",
"John put the pizza on the pan and put them into the oven.",
"John called the pizza joint to deliver a pizza."
],
"length": 5,
"example_id": "13-C0",
"plausible": false,
"breakpoint": 4,
"confl_sents": [
2,
3
],
"confl_pairs": [
[
2,
4
],
[
3,
4
]
],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
}
] |
13-C1 | 5 | 0 | 4 | [
3
] | [
[
3,
4
]
] | [
{
"story_id": 13,
"worker_id": "A32W24TWSWXW",
"type": null,
"idx": null,
"aug": false,
"actor": "John",
"location": "kitchen",
"objects": "cabinet, counter, knife, pan, potato, pizza",
"sentences": [
"John was getting the snacks ready for the party.",
"John opened the cabinet, took out a pan and put it on the counter.",
"John opened the fridge and got out the pizza.",
"John put the pizza on the pan and put them into the oven.",
"John took a knife and cut the hot pizza in eight slices."
],
"length": 5,
"example_id": "13",
"plausible": true,
"breakpoint": -1,
"confl_sents": [],
"confl_pairs": [],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
},
{
"story_id": 13,
"worker_id": "A32W24TWSWXW",
"type": "cloze",
"idx": 1,
"aug": false,
"actor": "John",
"location": "kitchen",
"objects": "cabinet, counter, knife, pan, potato, pizza",
"sentences": [
"John was getting the snacks ready for the party.",
"John opened the cabinet, took out a pan and put it on the counter.",
"John opened the fridge and got out the pizza.",
"The pizza smelled funny so John threw it in the trash.",
"John took a knife and cut the hot pizza in eight slices."
],
"length": 5,
"example_id": "13-C1",
"plausible": false,
"breakpoint": 4,
"confl_sents": [
3
],
"confl_pairs": [
[
3,
4
]
],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
}
] |
33-C0 | 5 | 1 | 4 | [
3
] | [
[
3,
4
]
] | [
{
"story_id": 33,
"worker_id": "A1F01FVEPYCPHO",
"type": "cloze",
"idx": 0,
"aug": false,
"actor": "Mary",
"location": "bathroom",
"objects": "washing machine, cabinet, toothpaste, bleach, socks, mirror",
"sentences": [
"Mary took off her socks.",
"Mary put the socks in the washing machine.",
"Mary opened the cabinet.",
"Mary took out the toothbrush and toothpaste.",
"Mary did not find her toothpaste."
],
"length": 5,
"example_id": "33-C0",
"plausible": false,
"breakpoint": 4,
"confl_sents": [
3
],
"confl_pairs": [
[
3,
4
]
],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
},
{
"story_id": 33,
"worker_id": "A1F01FVEPYCPHO",
"type": null,
"idx": null,
"aug": false,
"actor": "Mary",
"location": "bathroom",
"objects": "washing machine, cabinet, toothpaste, bleach, socks, mirror",
"sentences": [
"Mary took off her socks.",
"Mary put the socks in the washing machine.",
"Mary opened the cabinet.",
"Mary took out the toothbrush and toothpaste.",
"Mary brushed her teeth while looking in the mirror."
],
"length": 5,
"example_id": "33",
"plausible": true,
"breakpoint": -1,
"confl_sents": [],
"confl_pairs": [],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
}
] |
33-C1 | 5 | 0 | 4 | [
3
] | [
[
3,
4
]
] | [
{
"story_id": 33,
"worker_id": "A1F01FVEPYCPHO",
"type": null,
"idx": null,
"aug": false,
"actor": "Mary",
"location": "bathroom",
"objects": "washing machine, cabinet, toothpaste, bleach, socks, mirror",
"sentences": [
"Mary took off her socks.",
"Mary put the socks in the washing machine.",
"Mary opened the cabinet.",
"Mary took out the toothbrush and toothpaste.",
"Mary brushed her teeth while looking in the mirror."
],
"length": 5,
"example_id": "33",
"plausible": true,
"breakpoint": -1,
"confl_sents": [],
"confl_pairs": [],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
},
{
"story_id": 33,
"worker_id": "A1F01FVEPYCPHO",
"type": "cloze",
"idx": 1,
"aug": false,
"actor": "Mary",
"location": "bathroom",
"objects": "washing machine, cabinet, toothpaste, bleach, socks, mirror",
"sentences": [
"Mary took off her socks.",
"Mary put the socks in the washing machine.",
"Mary opened the cabinet.",
"Mary dropped her toothbrush in the toilet.",
"Mary brushed her teeth while looking in the mirror."
],
"length": 5,
"example_id": "33-C1",
"plausible": false,
"breakpoint": 4,
"confl_sents": [
3
],
"confl_pairs": [
[
3,
4
]
],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
}
] |
33-C2 | 5 | 0 | 1 | [
0
] | [
[
0,
1
]
] | [
{
"story_id": 33,
"worker_id": "A1F01FVEPYCPHO",
"type": null,
"idx": null,
"aug": false,
"actor": "Mary",
"location": "bathroom",
"objects": "washing machine, cabinet, toothpaste, bleach, socks, mirror",
"sentences": [
"Mary took off her socks.",
"Mary put the socks in the washing machine.",
"Mary opened the cabinet.",
"Mary took out the toothbrush and toothpaste.",
"Mary brushed her teeth while looking in the mirror."
],
"length": 5,
"example_id": "33",
"plausible": true,
"breakpoint": -1,
"confl_sents": [],
"confl_pairs": [],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
},
{
"story_id": 33,
"worker_id": "A1F01FVEPYCPHO",
"type": "cloze",
"idx": 2,
"aug": false,
"actor": "Mary",
"location": "bathroom",
"objects": "washing machine, cabinet, toothpaste, bleach, socks, mirror",
"sentences": [
"Mary put on her socks.",
"Mary put the socks in the washing machine.",
"Mary opened the cabinet.",
"Mary took out the toothbrush and toothpaste.",
"Mary brushed her teeth while looking in the mirror."
],
"length": 5,
"example_id": "33-C2",
"plausible": false,
"breakpoint": 1,
"confl_sents": [
0
],
"confl_pairs": [
[
0,
1
]
],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
}
] |
581-C0 | 5 | 1 | 4 | [
3
] | [
[
3,
4
]
] | [
{
"story_id": 581,
"worker_id": "A1IIGNNI3XCI32",
"type": "cloze",
"idx": 0,
"aug": false,
"actor": "Ann",
"location": "bathroom",
"objects": "bathtub, hair dryer, deodorant, bleach, socks, pants",
"sentences": [
"Ann washed her hair in the bathtub.",
"Ann used the hair dryer to get ready to go out.",
"Ann applied deodorant to her armpits.",
"Ann put her pants on.",
"Ann ironed her pants before going out."
],
"length": 5,
"example_id": "581-C0",
"plausible": false,
"breakpoint": 4,
"confl_sents": [
3
],
"confl_pairs": [
[
3,
4
]
],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
},
{
"story_id": 581,
"worker_id": "A1IIGNNI3XCI32",
"type": null,
"idx": null,
"aug": false,
"actor": "Ann",
"location": "bathroom",
"objects": "bathtub, hair dryer, deodorant, bleach, socks, pants",
"sentences": [
"Ann washed her hair in the bathtub.",
"Ann used the hair dryer to get ready to go out.",
"Ann applied deodorant to her armpits.",
"Ann cleaned her socks with bleach.",
"Ann ironed her pants before going out."
],
"length": 5,
"example_id": "581",
"plausible": true,
"breakpoint": -1,
"confl_sents": [],
"confl_pairs": [],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
}
] |
402-C0 | 5 | 1 | 4 | [
3
] | [
[
3,
4
]
] | [
{
"story_id": 402,
"worker_id": "A3R79CYQ817AV3",
"type": "cloze",
"idx": 0,
"aug": false,
"actor": "Ann",
"location": "kitchen",
"objects": "black mug, blue mug, short knife, long knife, cutting board, wine bottle",
"sentences": [
"Ann sliced the roast with the long knife.",
"Ann used the cutting board to slice the cheese.",
"Ann served Brad hot milk in the black mug.",
"Brad added instant cocoa mix to the hot milk in the black mug.",
"Brad enjoyed drinking hot chocolate in the blue mug."
],
"length": 5,
"example_id": "402-C0",
"plausible": false,
"breakpoint": 4,
"confl_sents": [
3
],
"confl_pairs": [
[
3,
4
]
],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
},
{
"story_id": 402,
"worker_id": "A3R79CYQ817AV3",
"type": null,
"idx": null,
"aug": false,
"actor": "Ann",
"location": "kitchen",
"objects": "black mug, blue mug, short knife, long knife, cutting board, wine bottle",
"sentences": [
"Ann sliced the roast with the long knife.",
"Ann used the cutting board to slice the cheese.",
"Ann served Brad hot milk in the black mug.",
"Brad added instant cocoa mix to the hot milk in the black mug.",
"Brad enjoyed drinking hot chocolate in the black mug."
],
"length": 5,
"example_id": "402",
"plausible": true,
"breakpoint": -1,
"confl_sents": [],
"confl_pairs": [],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
}
] |
402-C1 | 5 | 0 | 4 | [
3
] | [
[
3,
4
]
] | [
{
"story_id": 402,
"worker_id": "A3R79CYQ817AV3",
"type": null,
"idx": null,
"aug": false,
"actor": "Ann",
"location": "kitchen",
"objects": "black mug, blue mug, short knife, long knife, cutting board, wine bottle",
"sentences": [
"Ann sliced the roast with the long knife.",
"Ann used the cutting board to slice the cheese.",
"Ann served Brad hot milk in the black mug.",
"Brad added instant cocoa mix to the hot milk in the black mug.",
"Brad enjoyed drinking hot chocolate in the black mug."
],
"length": 5,
"example_id": "402",
"plausible": true,
"breakpoint": -1,
"confl_sents": [],
"confl_pairs": [],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
},
{
"story_id": 402,
"worker_id": "A3R79CYQ817AV3",
"type": "cloze",
"idx": 1,
"aug": false,
"actor": "Ann",
"location": "kitchen",
"objects": "black mug, blue mug, short knife, long knife, cutting board, wine bottle",
"sentences": [
"Ann sliced the roast with the long knife.",
"Ann used the cutting board to slice the cheese.",
"Ann served Brad hot milk in the black mug.",
"Brad dumped the cup of milk down the sink drain.",
"Brad enjoyed drinking hot chocolate in the black mug."
],
"length": 5,
"example_id": "402-C1",
"plausible": false,
"breakpoint": 4,
"confl_sents": [
3
],
"confl_pairs": [
[
3,
4
]
],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
}
] |
402-C2 | 5 | 0 | 3 | [
2
] | [
[
2,
3
]
] | [
{
"story_id": 402,
"worker_id": "A3R79CYQ817AV3",
"type": null,
"idx": null,
"aug": false,
"actor": "Ann",
"location": "kitchen",
"objects": "black mug, blue mug, short knife, long knife, cutting board, wine bottle",
"sentences": [
"Ann sliced the roast with the long knife.",
"Ann used the cutting board to slice the cheese.",
"Ann served Brad hot milk in the black mug.",
"Brad added instant cocoa mix to the hot milk in the black mug.",
"Brad enjoyed drinking hot chocolate in the black mug."
],
"length": 5,
"example_id": "402",
"plausible": true,
"breakpoint": -1,
"confl_sents": [],
"confl_pairs": [],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
},
{
"story_id": 402,
"worker_id": "A3R79CYQ817AV3",
"type": "cloze",
"idx": 2,
"aug": false,
"actor": "Ann",
"location": "kitchen",
"objects": "black mug, blue mug, short knife, long knife, cutting board, wine bottle",
"sentences": [
"Ann sliced the roast with the long knife.",
"Ann used the cutting board to slice the cheese.",
"Ann served Brad cold tea in the black mug.",
"Brad added instant cocoa mix to the hot milk in the black mug.",
"Brad enjoyed drinking hot chocolate in the black mug."
],
"length": 5,
"example_id": "402-C2",
"plausible": false,
"breakpoint": 3,
"confl_sents": [
2
],
"confl_pairs": [
[
2,
3
]
],
"state-h_location": [],
"state-conscious": [],
"state-wearing": [],
"state-h_wet": [],
"state-hygiene": [],
"state-location": [],
"state-exist": [],
"state-clean": [],
"state-power": [],
"state-functional": [],
"state-pieces": [],
"state-wet": [],
"state-open": [],
"state-temperature": [],
"state-solid": [],
"state-contain": [],
"state-running": [],
"state-moveable": [],
"state-mixed": [],
"state-edible": []
}
] |
531-C0 | 5 | 0 | 4 | [
3
] | [
[
3,
4
]
] | [
{
"story_id": 531,
"worker_id": "A3SXV3VD8DJ0YX",
"type": null,
"idx": null,
"aug": false,
"actor": "John",
"location": "office",
"objects": "",
"sentences": [
"John walked into the office.",
"John sat at his desk.",
"John opened up his book bag.",
"John took out his notebook.",
"John began writing down notes."
],
"length": 5,
"example_id": "531",
"plausible": true,
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531-C1 | 5 | 1 | 3 | [
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262-C0 | 5 | 1 | 4 | [
1
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262-C1 | 5 | 0 | 2 | [
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262-C2 | 5 | 1 | 4 | [
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239-C0 | 5 | 0 | 4 | [
3
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239-C1 | 5 | 1 | 2 | [
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239-C2 | 5 | 0 | 2 | [
1
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2
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239-C3 | 5 | 0 | 1 | [
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632-C0 | 5 | 0 | 4 | [
3
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3,
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"state-edible": []
}
] |
632-C1 | 5 | 0 | 2 | [
1
] | [
[
1,
2
]
] | [
{
"story_id": 632,
"worker_id": "AZLKAW3V1GRPH",
"type": null,
"idx": null,
"aug": false,
"actor": "Sam",
"location": "office",
"objects": "desktop computer, chair, scissors, keyboard, blue ink, notebook",
"sentences": [
"Sam sat in the chair.",
"Sam turned on his desktop computer.",
"Sam typed on his keyboard.",
"Sam wrote in his notebook.",
"Sam used the scissors to cut a piece of the notebook paper out."
],
"length": 5,
"example_id": "632",
"plausible": true,
"breakpoint": -1,
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},
{
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"type": "cloze",
"idx": 1,
"aug": false,
"actor": "Sam",
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"objects": "desktop computer, chair, scissors, keyboard, blue ink, notebook",
"sentences": [
"Sam sat in the chair.",
"Sam turned off his desktop computer.",
"Sam typed on his keyboard.",
"Sam wrote in his notebook.",
"Sam used the scissors to cut a piece of the notebook paper out."
],
"length": 5,
"example_id": "632-C1",
"plausible": false,
"breakpoint": 2,
"confl_sents": [
1
],
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[
1,
2
]
],
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"state-edible": []
}
] |
625-C0 | 5 | 1 | 2 | [
1
] | [
[
1,
2
]
] | [
{
"story_id": 625,
"worker_id": "A34QZDSTKZ3JO9",
"type": "cloze",
"idx": 0,
"aug": false,
"actor": "Tom",
"location": "office",
"objects": "chair, copier, scissors, pencil, blue ink, notebook",
"sentences": [
"Tom picked up the paper from the copier.",
"Tom broke the scissors.",
"Tom used the scissors to cut the paper.",
"Tom picked up his pencil.",
"Tom wrote his name on the paper."
],
"length": 5,
"example_id": "625-C0",
"plausible": false,
"breakpoint": 2,
"confl_sents": [
1
],
"confl_pairs": [
[
1,
2
]
],
"state-h_location": [],
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},
{
"story_id": 625,
"worker_id": "A34QZDSTKZ3JO9",
"type": null,
"idx": null,
"aug": false,
"actor": "Tom",
"location": "office",
"objects": "chair, copier, scissors, pencil, blue ink, notebook",
"sentences": [
"Tom picked up the paper from the copier.",
"Tom picked up the scissors.",
"Tom used the scissors to cut the paper.",
"Tom picked up his pencil.",
"Tom wrote his name on the paper."
],
"length": 5,
"example_id": "625",
"plausible": true,
"breakpoint": -1,
"confl_sents": [],
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"state-edible": []
}
] |
595-C0 | 5 | 1 | 4 | [
3
] | [
[
3,
4
]
] | [
{
"story_id": 595,
"worker_id": "A3RS7UCO7CQ74R",
"type": "cloze",
"idx": 0,
"aug": false,
"actor": "John",
"location": "living room",
"objects": "couch, window, power outlet, phone, suitcase, watch",
"sentences": [
"John was sitting on the couch.",
"John looked out of the window.",
"John saw a man walking towards his house.",
"John locked the front door and hid in his backyard.",
"The man greeted John and entered the house."
],
"length": 5,
"example_id": "595-C0",
"plausible": false,
"breakpoint": 4,
"confl_sents": [
3
],
"confl_pairs": [
[
3,
4
]
],
"state-h_location": [],
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},
{
"story_id": 595,
"worker_id": "A3RS7UCO7CQ74R",
"type": null,
"idx": null,
"aug": false,
"actor": "John",
"location": "living room",
"objects": "couch, window, power outlet, phone, suitcase, watch",
"sentences": [
"John was sitting on the couch.",
"John looked out of the window.",
"John saw a man walking towards his house.",
"John stood up and opened the door.",
"The man greeted John and entered the house."
],
"length": 5,
"example_id": "595",
"plausible": true,
"breakpoint": -1,
"confl_sents": [],
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}
] |
595-C1 | 5 | 1 | 3 | [
2
] | [
[
2,
3
],
[
2,
4
]
] | [
{
"story_id": 595,
"worker_id": "A3RS7UCO7CQ74R",
"type": "cloze",
"idx": 1,
"aug": false,
"actor": "John",
"location": "living room",
"objects": "couch, window, power outlet, phone, suitcase, watch",
"sentences": [
"John was sitting on the couch.",
"John looked out of the window.",
"John left his house through the back door.",
"John stood up and opened the door.",
"The man greeted John and entered the house."
],
"length": 5,
"example_id": "595-C1",
"plausible": false,
"breakpoint": 3,
"confl_sents": [
2
],
"confl_pairs": [
[
2,
3
],
[
2,
4
]
],
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},
{
"story_id": 595,
"worker_id": "A3RS7UCO7CQ74R",
"type": null,
"idx": null,
"aug": false,
"actor": "John",
"location": "living room",
"objects": "couch, window, power outlet, phone, suitcase, watch",
"sentences": [
"John was sitting on the couch.",
"John looked out of the window.",
"John saw a man walking towards his house.",
"John stood up and opened the door.",
"The man greeted John and entered the house."
],
"length": 5,
"example_id": "595",
"plausible": true,
"breakpoint": -1,
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}
] |
103-C0 | 5 | 1 | 4 | [
2
] | [
[
2,
4
]
] | [
{
"story_id": 103,
"worker_id": "A32W24TWSWXW",
"type": "cloze",
"idx": 0,
"aug": false,
"actor": "Tom",
"location": "garage",
"objects": "ladder, wrench, screwdriver, bicycle, rope, box",
"sentences": [
"Tom put the ladder next to the house to keep it out of the way.",
"Tom went into the garage and put the bicycle up on the table.",
"Tom got his wrench and screwdriver from the box.",
"Tom took the wheel off the bicycle and started to work on the frame.",
"Tom walked over to his truck and looked for his wrench."
],
"length": 5,
"example_id": "103-C0",
"plausible": false,
"breakpoint": 4,
"confl_sents": [
2
],
"confl_pairs": [
[
2,
4
]
],
"state-h_location": [],
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},
{
"story_id": 103,
"worker_id": "A32W24TWSWXW",
"type": null,
"idx": null,
"aug": false,
"actor": "Tom",
"location": "garage",
"objects": "ladder, wrench, screwdriver, bicycle, rope, box",
"sentences": [
"Tom put the ladder next to the house to keep it out of the way.",
"Tom went into the garage and put the bicycle up on the table.",
"Tom got his wrench and screwdriver from the box.",
"Tom took the wheel off the bicycle and started to work on the frame.",
"Tom could not get it repaired so he gave up."
],
"length": 5,
"example_id": "103",
"plausible": true,
"breakpoint": -1,
"confl_sents": [],
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}
] |
103-C1 | 5 | 1 | 4 | [
3
] | [
[
3,
4
]
] | [
{
"story_id": 103,
"worker_id": "A32W24TWSWXW",
"type": "cloze",
"idx": 1,
"aug": false,
"actor": "Tom",
"location": "garage",
"objects": "ladder, wrench, screwdriver, bicycle, rope, box",
"sentences": [
"Tom put the ladder next to the house to keep it out of the way.",
"Tom went into the garage and put the bicycle up on the table.",
"Tom got his wrench and screwdriver from the box.",
"Tom took the wheel off the bicycle and started to work on the frame.",
"Tom got on his bicycle and rode away."
],
"length": 5,
"example_id": "103-C1",
"plausible": false,
"breakpoint": 4,
"confl_sents": [
3
],
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[
3,
4
]
],
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},
{
"story_id": 103,
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"type": null,
"idx": null,
"aug": false,
"actor": "Tom",
"location": "garage",
"objects": "ladder, wrench, screwdriver, bicycle, rope, box",
"sentences": [
"Tom put the ladder next to the house to keep it out of the way.",
"Tom went into the garage and put the bicycle up on the table.",
"Tom got his wrench and screwdriver from the box.",
"Tom took the wheel off the bicycle and started to work on the frame.",
"Tom could not get it repaired so he gave up."
],
"length": 5,
"example_id": "103",
"plausible": true,
"breakpoint": -1,
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}
] |
330-C0 | 5 | 0 | 4 | [
3
] | [
[
3,
4
]
] | [
{
"story_id": 330,
"worker_id": "A3HL2LL0LEPZT8",
"type": null,
"idx": null,
"aug": false,
"actor": "Mary",
"location": "garage",
"objects": "bucket, chainsaw, lawnmower, car, bicycle, box",
"sentences": [
"Mary turned the box upside down and dumped everything on the floor.",
"Mary threw away the box.",
"Mary stored the bucket on the shelf.",
"Mary put her car in the garage.",
"Mary went out of the garage and closed the door."
],
"length": 5,
"example_id": "330",
"plausible": true,
"breakpoint": -1,
"confl_sents": [],
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},
{
"story_id": 330,
"worker_id": "A3HL2LL0LEPZT8",
"type": "cloze",
"idx": 0,
"aug": false,
"actor": "Mary",
"location": "garage",
"objects": "bucket, chainsaw, lawnmower, car, bicycle, box",
"sentences": [
"Mary turned the box upside down and dumped everything on the floor.",
"Mary threw away the box.",
"Mary stored the bucket on the shelf.",
"Mary put her car in the garage.",
"Mary drove her car to the store."
],
"length": 5,
"example_id": "330-C0",
"plausible": false,
"breakpoint": 4,
"confl_sents": [
3
],
"confl_pairs": [
[
3,
4
]
],
"state-h_location": [],
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"state-edible": []
}
] |
330-C1 | 5 | 1 | 2 | [
1
] | [
[
1,
2
]
] | [
{
"story_id": 330,
"worker_id": "A3HL2LL0LEPZT8",
"type": "cloze",
"idx": 1,
"aug": false,
"actor": "Mary",
"location": "garage",
"objects": "bucket, chainsaw, lawnmower, car, bicycle, box",
"sentences": [
"Mary turned the box upside down and dumped everything on the floor.",
"Mary threw away the box.",
"Mary put tools in the box.",
"Mary put her car in the garage.",
"Mary went out of the garage and closed the door."
],
"length": 5,
"example_id": "330-C1",
"plausible": false,
"breakpoint": 2,
"confl_sents": [
1
],
"confl_pairs": [
[
1,
2
]
],
"state-h_location": [],
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},
{
"story_id": 330,
"worker_id": "A3HL2LL0LEPZT8",
"type": null,
"idx": null,
"aug": false,
"actor": "Mary",
"location": "garage",
"objects": "bucket, chainsaw, lawnmower, car, bicycle, box",
"sentences": [
"Mary turned the box upside down and dumped everything on the floor.",
"Mary threw away the box.",
"Mary stored the bucket on the shelf.",
"Mary put her car in the garage.",
"Mary went out of the garage and closed the door."
],
"length": 5,
"example_id": "330",
"plausible": true,
"breakpoint": -1,
"confl_sents": [],
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}
] |
330-C2 | 5 | 0 | 2 | [
1
] | [
[
1,
2
]
] | [
{
"story_id": 330,
"worker_id": "A3HL2LL0LEPZT8",
"type": null,
"idx": null,
"aug": false,
"actor": "Mary",
"location": "garage",
"objects": "bucket, chainsaw, lawnmower, car, bicycle, box",
"sentences": [
"Mary turned the box upside down and dumped everything on the floor.",
"Mary threw away the box.",
"Mary stored the bucket on the shelf.",
"Mary put her car in the garage.",
"Mary went out of the garage and closed the door."
],
"length": 5,
"example_id": "330",
"plausible": true,
"breakpoint": -1,
"confl_sents": [],
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},
{
"story_id": 330,
"worker_id": "A3HL2LL0LEPZT8",
"type": "cloze",
"idx": 2,
"aug": false,
"actor": "Mary",
"location": "garage",
"objects": "bucket, chainsaw, lawnmower, car, bicycle, box",
"sentences": [
"Mary turned the box upside down and dumped everything on the floor.",
"Mary threw away the bucket.",
"Mary stored the bucket on the shelf.",
"Mary put her car in the garage.",
"Mary went out of the garage and closed the door."
],
"length": 5,
"example_id": "330-C2",
"plausible": false,
"breakpoint": 2,
"confl_sents": [
1
],
"confl_pairs": [
[
1,
2
]
],
"state-h_location": [],
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}
] |
156-C0 | 5 | 1 | 4 | [
3
] | [
[
3,
4
]
] | [
{
"story_id": 156,
"worker_id": "ABI1EI8UQK6LK",
"type": "cloze",
"idx": 0,
"aug": false,
"actor": "John",
"location": "park",
"objects": "see-saw, bench, duffle bag, shorts, soccer ball, baseball",
"sentences": [
"John packed his baseball and soccer ball into his duffle bag.",
"John carried the bag to the playground and put it on a bench.",
"John found his friend and they got on the see-saw.",
"John yelled when he saw a big dog get his baseball out of the duffle bag but the dog ran off with it.",
"John got his baseball out of his duffle bag and played with his friend."
],
"length": 5,
"example_id": "156-C0",
"plausible": false,
"breakpoint": 4,
"confl_sents": [
3
],
"confl_pairs": [
[
3,
4
]
],
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] |
156-C1 | 5 | 1 | 4 | [
3
] | [
[
3,
4
]
] | [
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] |
333-C0 | 5 | 0 | 4 | [
2
] | [
[
2,
4
]
] | [
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] |
333-C1 | 5 | 1 | 1 | [
0
] | [
[
0,
1
]
] | [
{
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] |
186-C0 | 5 | 1 | 4 | [
3
] | [
[
3,
4
]
] | [
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] |
186-C1 | 5 | 1 | 1 | [
0
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0,
1
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[
0,
3
],
[
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4
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] |
520-C0 | 5 | 1 | 2 | [
0
] | [
[
0,
2
]
] | [
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] |
520-C1 | 5 | 1 | 1 | [
0
] | [
[
0,
1
]
] | [
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] |
571-C0 | 5 | 0 | 4 | [
2,
3
] | [
[
2,
4
],
[
3,
4
]
] | [
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] |
571-C1 | 5 | 1 | 4 | [
1
] | [
[
1,
4
]
] | [
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597-C0 | 5 | 0 | 4 | [
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597-C1 | 5 | 0 | 4 | [
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69-C0 | 5 | 0 | 4 | [
3
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4
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69-C1 | 5 | 1 | 2 | [
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129-C0 | 5 | 0 | 4 | [
3
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129-C1 | 5 | 0 | 4 | [
3
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129-C2 | 5 | 1 | 4 | [
3
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23-C0 | 5 | 0 | 4 | [
2
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23-C1 | 5 | 0 | 4 | [
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729-C0 | 5 | 0 | 2 | [
1
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216-C0 | 5 | 0 | 4 | [
2
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142-C0 | 5 | 0 | 4 | [
2
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142-C1 | 5 | 1 | 4 | [
2
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2,
4
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509-C0 | 5 | 1 | 3 | [
2
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3
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509-C1 | 5 | 0 | 3 | [
2
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2,
3
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519-C0 | 5 | 0 | 1 | [
0
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519-C1 | 5 | 0 | 2 | [
1
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519-C2 | 5 | 0 | 4 | [
3
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102-C0 | 5 | 1 | 3 | [
2
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2,
3
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102-C1 | 5 | 1 | 1 | [
0
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"Tom rode the bike around the yard."
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},
{
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}
] |
102-C2 | 5 | 1 | 3 | [
2
] | [
[
2,
3
],
[
2,
4
]
] | [
{
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}
] |
172-C0 | 5 | 0 | 4 | [
1
] | [
[
1,
4
]
] | [
{
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},
{
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1
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}
] |
172-C1 | 5 | 1 | 3 | [
2
] | [
[
2,
3
]
] | [
{
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},
{
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}
] |
455-C0 | 5 | 0 | 4 | [
3
] | [
[
3,
4
]
] | [
{
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},
{
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}
] |
455-C1 | 5 | 1 | 1 | [
0
] | [
[
0,
1
],
[
0,
3
]
] | [
{
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},
{
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}
] |
332-C0 | 5 | 1 | 4 | [
3
] | [
[
3,
4
]
] | [
{
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},
{
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}
] |
332-C1 | 5 | 0 | 1 | [
0
] | [
[
0,
1
]
] | [
{
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},
{
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"example_id": "332-C1",
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],
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}
] |
332-C2 | 5 | 1 | 3 | [
2
] | [
[
2,
3
]
] | [
{
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{
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}
] |
569-C0 | 5 | 1 | 3 | [
2
] | [
[
2,
3
]
] | [
{
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],
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"plausible": false,
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},
{
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] |
569-C1 | 5 | 0 | 2 | [
1
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[
1,
2
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[
1,
3
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[
1,
4
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] | [
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] |
576-C0 | 5 | 0 | 3 | [
2
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2,
3
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2,
4
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] |
576-C1 | 5 | 0 | 3 | [
2
] | [
[
2,
3
]
] | [
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] |
121-C0 | 5 | 0 | 1 | [
0
] | [
[
0,
1
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] | [
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] |
121-C1 | 5 | 1 | 1 | [
0
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1
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] | [
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] |
679-C0 | 5 | 1 | 3 | [
2
] | [
[
2,
3
]
] | [
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] |
679-C1 | 5 | 1 | 3 | [
2
] | [
[
2,
3
]
] | [
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] |
403-C0 | 5 | 1 | 4 | [
0
] | [
[
0,
4
]
] | [
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] |
403-C1 | 5 | 1 | 4 | [
2
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[
2,
4
]
] | [
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] |
758-C0 | 5 | 1 | 1 | [
0
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0,
1
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[
0,
4
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0
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0,
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},
{
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"idx": null,
"aug": false,
"actor": "Lee",
"location": "kitchen",
"objects": "",
"sentences": [
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"Lee opened the cupboard door and took out a glass.",
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"Lee opened the milk and poured some into the glass."
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"example_id": "758",
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}
] |
758-C1 | 5 | 0 | 4 | [
1
] | [
[
1,
4
]
] | [
{
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"Lee opened the milk and poured some into the glass."
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},
{
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"Lee opened the refrigerator door and took out a carton of milk.",
"Lee closed the refrigerator door and emptied the carton of milk into a pan.",
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"Lee closed the cupboard door and put the glass on the counter.",
"Lee opened the milk and poured some into the glass."
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"length": 5,
"example_id": "758-C1",
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1
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}
] |
45-C0 | 5 | 0 | 4 | [
3
] | [
[
3,
4
]
] | [
{
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"aug": false,
"actor": "Tom",
"location": "bathroom",
"objects": "cabinet, sink, toothbrush, hair brush, shirt, shorts",
"sentences": [
"Tom brushed his hair with his hair brush.",
"Tom went to the sink and used his toothbrush.",
"Tom went to get his shirt and shorts out of the dryer.",
"Tom got out his shirt but found his shorts had been ripped to shreds.",
"Tom put on the shirt, and some pants that were in the closet."
],
"length": 5,
"example_id": "45",
"plausible": true,
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},
{
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"Tom brushed his hair with his hair brush.",
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"Tom got out his shirt but found his shorts had been ripped to shreds.",
"Tom put on the shirt and shorts."
],
"length": 5,
"example_id": "45-C0",
"plausible": false,
"breakpoint": 4,
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3
],
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3,
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],
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}
] |
45-C1 | 5 | 0 | 4 | [
3
] | [
[
3,
4
]
] | [
{
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"Tom got out his shirt but found his shorts had been ripped to shreds.",
"Tom put on the shirt, and some pants that were in the closet."
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},
{
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"Tom got out his shirt and threw it away.",
"Tom put on the shirt, and some pants that were in the closet."
],
"length": 5,
"example_id": "45-C1",
"plausible": false,
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3
],
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3,
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],
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}
] |
97-C0 | 5 | 1 | 3 | [
1
] | [
[
1,
3
]
] | [
{
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"idx": 0,
"aug": false,
"actor": "Ann",
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"objects": "axe, toolbox, scissors, rope, car, bicycle",
"sentences": [
"Ann opened the trunk of the car.",
"Ann put the bicycle in the trunk.",
"Ann cut the rope into many small pieces.",
"Ann rode the bicycle home.",
"Ann closed the trunk of the car."
],
"length": 5,
"example_id": "97-C0",
"plausible": false,
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1
],
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1,
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]
],
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},
{
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"plausible": true,
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}
] |
97-C1 | 5 | 1 | 4 | [
3
] | [
[
3,
4
]
] | [
{
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],
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},
{
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}
] |
130-C0 | 5 | 0 | 4 | [
1
] | [
[
1,
4
]
] | [
{
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"aug": false,
"actor": "Tom",
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"sentences": [
"Tom pulled up a chair at the kitchen table to make some posters.",
"Tom checked his supplies for a pen and scissors which he found in a box.",
"Tom looked for a ruler, which he could not find, so he decided to use a book as a guide instead.",
"Tom got a book from the bookcase to use to help make straight lines.",
"Tom sat down in the chair and began making his posters."
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},
{
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"Tom pulled up a chair at the kitchen table to make some posters.",
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"Tom got a book from the bookcase to use to help make straight lines.",
"Tom searched for the box with the pens and scissors but couldn't find it."
],
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"example_id": "130-C0",
"plausible": false,
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1
],
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],
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}
] |
130-C1 | 5 | 1 | 4 | [
2
] | [
[
2,
4
]
] | [
{
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"Tom got a book from the bookcase to use to help make straight lines.",
"Tom used the ruler to measure the length of his table."
],
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"example_id": "130-C1",
"plausible": false,
"breakpoint": 4,
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2
],
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]
],
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},
{
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"Tom pulled up a chair at the kitchen table to make some posters.",
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"Tom got a book from the bookcase to use to help make straight lines.",
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"example_id": "130",
"plausible": true,
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}
] |
130-C2 | 5 | 0 | 4 | [
2
] | [
[
2,
4
]
] | [
{
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],
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"plausible": true,
"breakpoint": -1,
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},
{
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"type": "cloze",
"idx": 2,
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"Tom pulled up a chair at the kitchen table to make some posters.",
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"Tom sat down in the chair and began making his posters with a ruler."
],
"length": 5,
"example_id": "130-C2",
"plausible": false,
"breakpoint": 4,
"confl_sents": [
2
],
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2,
4
]
],
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}
] |
268-C0 | 5 | 0 | 4 | [
3
] | [
[
3,
4
]
] | [
{
"story_id": 268,
"worker_id": "A233SPWF36A8TP",
"type": null,
"idx": null,
"aug": false,
"actor": "John",
"location": "living room",
"objects": "couch, window, power outlet, phone, suitcase, watch",
"sentences": [
"John moved the couch to the window.",
"John sat down and looked out the window.",
"John stood up and packed up his suitcase.",
"John disconnected the phone.",
"John took his suitcase and went out."
],
"length": 5,
"example_id": "268",
"plausible": true,
"breakpoint": -1,
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},
{
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268-C1 | 5 | 1 | 4 | [
3
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376-C0 | 5 | 1 | 4 | [
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376-C1 | 5 | 1 | 4 | [
0
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4
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314-C0 | 5 | 0 | 4 | [
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4
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314-C1 | 5 | 1 | 3 | [
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3
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53-C0 | 5 | 1 | 4 | [
2
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4
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53-C1 | 5 | 0 | 4 | [
3
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331-C0 | 5 | 0 | 4 | [
3
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3,
4
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331-C1 | 5 | 0 | 4 | [
1
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4
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}
] |
63-C0 | 5 | 0 | 4 | [
2
] | [
[
2,
4
]
] | [
{
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"Ann listened to the clock ticking.",
"Ann smashed the clock on the floor.",
"Ann heard her cell phone ringing.",
"Ann read the time on the clock."
],
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}
] |
63-C1 | 5 | 0 | 3 | [
2
] | [
[
2,
3
],
[
2,
4
]
] | [
{
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"Ann sat by the window.",
"Ann listened to the clock ticking.",
"Ann smashed the clock on the floor.",
"Ann heard her cell phone ringing.",
"Ann answered the cell phone."
],
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},
{
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"actor": "Ann",
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"objects": "coffee table, window, laptop, clock, shoes, cell phone",
"sentences": [
"Ann sat by the window.",
"Ann listened to the clock ticking.",
"Ann smashed her cell phone on the floor.",
"Ann heard her cell phone ringing.",
"Ann answered the cell phone."
],
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"plausible": false,
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[
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}
] |
63-C2 | 5 | 0 | 3 | [
2
] | [
[
2,
3
]
] | [
{
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"aug": false,
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"objects": "coffee table, window, laptop, clock, shoes, cell phone",
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"Ann listened to the clock ticking.",
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"Ann heard her cell phone ringing.",
"Ann answered the cell phone."
],
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},
{
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"Ann smashed the clock on the floor.",
"Ann continued listening to the clock ticking.",
"Ann answered the cell phone."
],
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"plausible": false,
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],
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}
] |
492-C0 | 5 | 1 | 4 | [
3
] | [
[
3,
4
]
] | [
{
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"worker_id": "AXFR7YKAC6GND",
"type": "cloze",
"idx": 0,
"aug": false,
"actor": "Tom",
"location": "kitchen",
"objects": "orange, egg, milk, cake, butter, ice cream, spoon, plate, knife, oven, fridge, sink",
"sentences": [
"Tom opens the fridge.",
"Tom takes out a plate.",
"Tom keeps egg and cake on the plate.",
"Tom is allergic to dairy.",
"Tom drinks some milk."
],
"length": 5,
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],
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"objects": "orange, egg, milk, cake, butter, ice cream, spoon, plate, knife, oven, fridge, sink",
"sentences": [
"Tom opens the fridge.",
"Tom takes out a plate.",
"Tom keeps egg and cake on the plate.",
"Tom peels an orange.",
"Tom drinks some milk."
],
"length": 5,
"example_id": "492",
"plausible": true,
"breakpoint": -1,
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}
] |
650-C0 | 5 | 1 | 3 | [
2
] | [
[
2,
3
],
[
2,
4
]
] | [
{
"story_id": 650,
"worker_id": "AXFR7YKAC6GND",
"type": "cloze",
"idx": 0,
"aug": false,
"actor": "John",
"location": "park",
"objects": "bench, swings, shorts, water bottle, frisbee, football",
"sentences": [
"John played on the swings.",
"John went towards the bench.",
"John threw his water bottle as far as he could.",
"John drank from his water bottle.",
"John passed the bottle to his friend."
],
"length": 5,
"example_id": "650-C0",
"plausible": false,
"breakpoint": 3,
"confl_sents": [
2
],
"confl_pairs": [
[
2,
3
],
[
2,
4
]
],
"state-h_location": [],
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},
{
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"type": null,
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"actor": "John",
"location": "park",
"objects": "bench, swings, shorts, water bottle, frisbee, football",
"sentences": [
"John played on the swings.",
"John went towards the bench.",
"John took out his water bottle from the bag.",
"John drank from his water bottle.",
"John passed the bottle to his friend."
],
"length": 5,
"example_id": "650",
"plausible": true,
"breakpoint": -1,
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}
] |
End of preview. Expand
in Dataset Viewer.
TRIP - Tiered Reasoning for Intuitive Physics
Official dataset for Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding. Shane Storks, Qiaozi Gao, Yichi Zhang, Joyce Chai. EMNLP Findings, 2021.
For our official model and experiment code, please check GitHub.
Overview
We introduce Tiered Reasoning for Intuitive Physics (TRIP), a novel commonsense reasoning dataset with dense annotations that enable multi-tiered evaluation of machines’ reasoning process.
It includes dense annotations for each story capturing multiple tiers of reasoning beyond the end task. From these annotations, we propose a tiered evaluation, where given a pair of highly similar stories (differing only by one sentence which makes one of the stories implausible), systems must jointly identify (1) the plausible story, (2) a pair of conflicting sentences in the implausible story, and (3) the underlying physical states in those sentences causing the conflict. The goal of TRIP is to enable a systematic evaluation of machine coherence toward the end task prediction of plausibility. In particular, we evaluate whether a high-level plausibility prediction can be verified based on lower-level understanding, for example, physical state changes that would support the prediction.
Download
from datasets import load_dataset
dataset = load_dataset("sled-umich/TRIP")
Cite
@misc{storks2021tiered,
title={Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding},
author={Shane Storks and Qiaozi Gao and Yichi Zhang and Joyce Chai},
year={2021},
booktitle={Findings of the Association for Computational Linguistics: EMNLP 2021},
location={Punta Cana, Dominican Republic},
publisher={Association for Computational Linguistics},
}
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