Datasets:

sileod
/

probability_words_nli

context stringlengths 93 178	hypothesis stringlengths 50 117	problog stringlengths 248 252	probability float64 0 1	probability_word stringclasses 19 values	distractor stringclasses 19 values	valid_hypothesis stringlengths 50 117	invalid_hypothesis stringlengths 49 115	label class label 2 classes	hypothesis_assertion stringlengths 34 77	idx int64 0 4k
It is probably not the case that Mary is in the school. It is improbable that Julius is a frog. It is highly likely that Brian is gray.	We believe that 'Julius is a frog' or 'Mary is in the school' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.25::factA. 0.1::factB. 0.9::factC. %hop2 conclusion:-or(factB,factA). query(conclusion).	0.325	probably not	we believe	It is probably not the case that 'Julius is a frog' or 'Mary is in the school' or both.	We believe that 'Julius is a frog' or 'Mary is in the school' or both.	0invalid	'Julius is a frog' or 'Mary is in the school' or both.	0
There is almost no chance that Greg is white. Chances are slight that Lily is a frog. There is little chance that Sandra grabbed the apple.	It is impossible that 'Greg is white and Sandra grabbed the apple'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.02::factA. 0.1::factB. 0.1::factC. %hop2 conclusion:-and(factA,factC). query(conclusion).	0.002	impossible	probable	It is impossible that 'Greg is white and Sandra grabbed the apple'.	It is probable that 'Greg is white and Sandra grabbed the apple'.	1valid	'Greg is white and Sandra grabbed the apple'.	1
It is certain that Bernhard is yellow. There is almost no chance that Sandra got the milk. It is improbable that Winona is a sheep.	There is almost no chance that either 'Sandra got the milk' or 'Bernhard is yellow' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 1.0::factA. 0.02::factB. 0.1::factC. %hop2 conclusion:-xor(factB,factA). query(conclusion).	0.98	certain	almost no chance	It is certain that either 'Sandra got the milk' or 'Bernhard is yellow' but not both.	There is almost no chance that either 'Sandra got the milk' or 'Bernhard is yellow' but not both.	0invalid	Either 'Sandra got the milk' or 'Bernhard is yellow' but not both.	2
We believe that John discarded the milk. It is probable that Emily is a mouse. Chances are about even that Greg is a frog.	Chances are about even that 'John discarded the milk and Emily is a mouse'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.75::factA. 0.7::factB. 0.5::factC. %hop2 conclusion:-and(factA,factB). query(conclusion).	0.525	about even	impossible	Chances are about even that 'John discarded the milk and Emily is a mouse'.	It is impossible that 'John discarded the milk and Emily is a mouse'.	1valid	'John discarded the milk and Emily is a mouse'.	3
It is probably the case that Greg is yellow. It is highly likely that Lily is green. Chances are about even that John grabbed the milk.	Chances are about even that either 'Greg is yellow' or 'John grabbed the milk' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.7::factA. 0.9::factB. 0.5::factC. %hop2 conclusion:-xor(factA,factC). query(conclusion).	0.5	about even	certain	Chances are about even that either 'Greg is yellow' or 'John grabbed the milk' but not both.	It is certain that either 'Greg is yellow' or 'John grabbed the milk' but not both.	1valid	Either 'Greg is yellow' or 'John grabbed the milk' but not both.	4
Chances are about even that Bill went to the office. There is a very good chance that John grabbed the milk. It is probably not the case that Bernhard is a swan.	It is probably not the case that 'John grabbed the milk' or 'Bill went to the office' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.5::factA. 0.8::factB. 0.25::factC. %hop2 conclusion:-or(factB,factA). query(conclusion).	0.9	highly likely	probably not	It is highly likely that 'John grabbed the milk' or 'Bill went to the office' or both.	It is probably not the case that 'John grabbed the milk' or 'Bill went to the office' or both.	0invalid	'John grabbed the milk' or 'Bill went to the office' or both.	5
It is probably not the case that Mary moved to the office. It is unlikely that Greg is gray. It is probably the case that John went to the garden.	It is certain that 'John went to the garden and Greg is gray'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.25::factA. 0.2::factB. 0.7::factC. %hop2 conclusion:-and(factC,factB). query(conclusion).	0.14	chances are slight	certain	Chances are slight that 'John went to the garden and Greg is gray'.	It is certain that 'John went to the garden and Greg is gray'.	0invalid	'John went to the garden and Greg is gray'.	6
There is a very good chance that Mary went to the garden. It is unlikely that Greg is yellow. It is probably the case that Emily is a mouse.	It is improbable that 'Emily is a mouse and Mary went to the garden'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.8::factA. 0.2::factB. 0.7::factC. %hop2 conclusion:-and(factC,factA). query(conclusion).	0.56	better than even	improbable	There is a better than even chance that 'Emily is a mouse and Mary went to the garden'.	It is improbable that 'Emily is a mouse and Mary went to the garden'.	0invalid	'Emily is a mouse and Mary went to the garden'.	7
It is almost certain that Brian is a rhino. It is probably not the case that Lily is a lion. It is highly likely that Jeff went to the garden.	There is a better than even chance that either 'Jeff went to the garden' or 'Brian is a rhino' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.95::factA. 0.25::factB. 0.9::factC. %hop2 conclusion:-xor(factC,factA). query(conclusion).	0.14	little chance	better than even	There is little chance that either 'Jeff went to the garden' or 'Brian is a rhino' but not both.	There is a better than even chance that either 'Jeff went to the garden' or 'Brian is a rhino' but not both.	0invalid	Either 'Jeff went to the garden' or 'Brian is a rhino' but not both.	8
It is improbable that Brian is green. There is almost no chance that Julius is white. It is impossible that Mary went to the garden.	It is impossible that 'Brian is green and Mary went to the garden'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.02::factB. 0.0::factC. %hop2 conclusion:-and(factA,factC). query(conclusion).	0	impossible	probably	It is impossible that 'Brian is green and Mary went to the garden'.	It is probably the case that 'Brian is green and Mary went to the garden'.	1valid	'Brian is green and Mary went to the garden'.	9
It is improbable that Daniel left the milk. There is little chance that Lily is white. It is improbable that Jessica is a mouse.	There is almost no chance that 'Jessica is a mouse and Daniel left the milk'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.1::factB. 0.1::factC. %hop2 conclusion:-and(factC,factA). query(conclusion).	0.01	almost no chance	certain	There is almost no chance that 'Jessica is a mouse and Daniel left the milk'.	It is certain that 'Jessica is a mouse and Daniel left the milk'.	1valid	'Jessica is a mouse and Daniel left the milk'.	10
There is little chance that Julius is a rhino. It is highly unlikely that Mary went to the kitchen. Chances are about even that Bernhard is yellow.	It is certain that 'Mary went to the kitchen' or 'Bernhard is yellow' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.05::factB. 0.5::factC. %hop2 conclusion:-or(factB,factC). query(conclusion).	0.525	about even	certain	Chances are about even that 'Mary went to the kitchen' or 'Bernhard is yellow' or both.	It is certain that 'Mary went to the kitchen' or 'Bernhard is yellow' or both.	0invalid	'Mary went to the kitchen' or 'Bernhard is yellow' or both.	11
It is probable that Julius is a rhino. It is likely that Greg is yellow. It is probably not the case that Bill went to the kitchen.	There is a better than even chance that either 'Greg is yellow' or 'Bill went to the kitchen' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.7::factA. 0.7::factB. 0.25::factC. %hop2 conclusion:-xor(factB,factC). query(conclusion).	0.6	better than even	improbable	There is a better than even chance that either 'Greg is yellow' or 'Bill went to the kitchen' but not both.	It is improbable that either 'Greg is yellow' or 'Bill went to the kitchen' but not both.	1valid	Either 'Greg is yellow' or 'Bill went to the kitchen' but not both.	12
There is a better than even chance that Lily is yellow. There is a better than even chance that Brian is a frog. There is little chance that John went to the garden.	It is highly unlikely that 'John went to the garden and Brian is a frog'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.6::factA. 0.6::factB. 0.1::factC. %hop2 conclusion:-and(factC,factB). query(conclusion).	0.06	highly unlikely	probably	It is highly unlikely that 'John went to the garden and Brian is a frog'.	It is probably the case that 'John went to the garden and Brian is a frog'.	1valid	'John went to the garden and Brian is a frog'.	13
It is impossible that Brian is green. It is probably the case that Jason is tired. We doubt that John is in the garden.	It is highly likely that 'Brian is green' or 'John is in the garden' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.0::factA. 0.7::factB. 0.2::factC. %hop2 conclusion:-or(factA,factC). query(conclusion).	0.2	we doubt	highly likely	We doubt that 'Brian is green' or 'John is in the garden' or both.	It is highly likely that 'Brian is green' or 'John is in the garden' or both.	0invalid	'Brian is green' or 'John is in the garden' or both.	14
There is a better than even chance that Mary moved to the office. It is likely that Bernhard is a swan. Chances are about even that John left the apple.	It is certain that either 'Mary moved to the office' or 'John left the apple' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.6::factA. 0.7::factB. 0.5::factC. %hop2 conclusion:-xor(factA,factC). query(conclusion).	0.5	about even	certain	Chances are about even that either 'Mary moved to the office' or 'John left the apple' but not both.	It is certain that either 'Mary moved to the office' or 'John left the apple' but not both.	0invalid	Either 'Mary moved to the office' or 'John left the apple' but not both.	15
There is a better than even chance that Jason is thirsty. It is certain that Julius is yellow. It is probably the case that Sumit is hungry.	It is probable that either 'Julius is yellow' or 'Sumit is hungry' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.6::factA. 1.0::factB. 0.7::factC. %hop2 conclusion:-xor(factB,factC). query(conclusion).	0.3	probably not	probable	It is probably not the case that either 'Julius is yellow' or 'Sumit is hungry' but not both.	It is probable that either 'Julius is yellow' or 'Sumit is hungry' but not both.	0invalid	Either 'Julius is yellow' or 'Sumit is hungry' but not both.	16
It is certain that Brian is yellow. It is highly likely that Mary got the football. There is almost no chance that Lily is a lion.	There is almost no chance that 'Mary got the football and Lily is a lion'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 1.0::factA. 0.9::factB. 0.02::factC. %hop2 conclusion:-and(factB,factC). query(conclusion).	0.018	almost no chance	about even	There is almost no chance that 'Mary got the football and Lily is a lion'.	Chances are about even that 'Mary got the football and Lily is a lion'.	1valid	'Mary got the football and Lily is a lion'.	17
We doubt that Mary went to the office. It is unlikely that Winona is a wolf. It is impossible that Brian is a swan.	It is unlikely that either 'Winona is a wolf' or 'Brian is a swan' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.2::factA. 0.2::factB. 0.0::factC. %hop2 conclusion:-xor(factB,factC). query(conclusion).	0.2	unlikely	almost certain	It is unlikely that either 'Winona is a wolf' or 'Brian is a swan' but not both.	It is almost certain that either 'Winona is a wolf' or 'Brian is a swan' but not both.	1valid	Either 'Winona is a wolf' or 'Brian is a swan' but not both.	18
It is improbable that Julius is green. It is probable that Brian is yellow. It is certain that Mary put down the apple.	We doubt that either 'Mary put down the apple' or 'Julius is green' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.7::factB. 1.0::factC. %hop2 conclusion:-xor(factC,factA). query(conclusion).	0.9	highly likely	we doubt	It is highly likely that either 'Mary put down the apple' or 'Julius is green' but not both.	We doubt that either 'Mary put down the apple' or 'Julius is green' but not both.	0invalid	Either 'Mary put down the apple' or 'Julius is green' but not both.	19
It is improbable that Lily is green. We believe that Brian is a swan. It is impossible that John discarded the apple.	It is unlikely that either 'John discarded the apple' or 'Brian is a swan' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.75::factB. 0.0::factC. %hop2 conclusion:-xor(factC,factB). query(conclusion).	0.75	we believe	unlikely	We believe that either 'John discarded the apple' or 'Brian is a swan' but not both.	It is unlikely that either 'John discarded the apple' or 'Brian is a swan' but not both.	0invalid	Either 'John discarded the apple' or 'Brian is a swan' but not both.	20
We doubt that Mary went to the hallway. It is likely that Fred left the football. There is almost no chance that Lily is yellow.	It is probably the case that either 'Fred left the football' or 'Lily is yellow' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.2::factA. 0.7::factB. 0.02::factC. %hop2 conclusion:-xor(factB,factC). query(conclusion).	0.692	probably	probably not	It is probably the case that either 'Fred left the football' or 'Lily is yellow' but not both.	It is probably not the case that either 'Fred left the football' or 'Lily is yellow' but not both.	1valid	Either 'Fred left the football' or 'Lily is yellow' but not both.	21
It is probably the case that Brian is green. Chances are slight that Mary went to the kitchen. It is highly likely that Julius is gray.	We doubt that either 'Mary went to the kitchen' or 'Brian is green' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.7::factA. 0.1::factB. 0.9::factC. %hop2 conclusion:-xor(factB,factA). query(conclusion).	0.66	probably	we doubt	It is probably the case that either 'Mary went to the kitchen' or 'Brian is green' but not both.	We doubt that either 'Mary went to the kitchen' or 'Brian is green' but not both.	0invalid	Either 'Mary went to the kitchen' or 'Brian is green' but not both.	22
It is improbable that Julius is a frog. It is probably the case that Mary got the milk. It is highly unlikely that John picked up the apple.	It is probable that 'John picked up the apple and Julius is a frog'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.7::factB. 0.05::factC. %hop2 conclusion:-and(factC,factA). query(conclusion).	0.005	impossible	probable	It is impossible that 'John picked up the apple and Julius is a frog'.	It is probable that 'John picked up the apple and Julius is a frog'.	0invalid	'John picked up the apple and Julius is a frog'.	23
It is probably not the case that John went to the garden. It is unlikely that Emily is a mouse. Chances are slight that Julius is a lion.	It is probably not the case that either 'Emily is a mouse' or 'John went to the garden' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.25::factA. 0.2::factB. 0.1::factC. %hop2 conclusion:-xor(factB,factA). query(conclusion).	0.35	probably not	probably	It is probably not the case that either 'Emily is a mouse' or 'John went to the garden' but not both.	It is probably the case that either 'Emily is a mouse' or 'John went to the garden' but not both.	1valid	Either 'Emily is a mouse' or 'John went to the garden' but not both.	24
It is improbable that John went to the kitchen. We doubt that Brian is yellow. It is impossible that Bernhard is green.	It is probably not the case that either 'Brian is yellow' or 'John went to the kitchen' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.2::factB. 0.0::factC. %hop2 conclusion:-xor(factB,factA). query(conclusion).	0.26	probably not	probable	It is probably not the case that either 'Brian is yellow' or 'John went to the kitchen' but not both.	It is probable that either 'Brian is yellow' or 'John went to the kitchen' but not both.	1valid	Either 'Brian is yellow' or 'John went to the kitchen' but not both.	25
There is a better than even chance that Lily is a frog. There is almost no chance that Gertrude is a sheep. It is probably not the case that Sandra dropped the milk.	It is impossible that 'Sandra dropped the milk and Gertrude is a sheep'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.6::factA. 0.02::factB. 0.25::factC. %hop2 conclusion:-and(factC,factB). query(conclusion).	0.005	impossible	better than even	It is impossible that 'Sandra dropped the milk and Gertrude is a sheep'.	There is a better than even chance that 'Sandra dropped the milk and Gertrude is a sheep'.	1valid	'Sandra dropped the milk and Gertrude is a sheep'.	26
It is unlikely that Lily is a lion. It is unlikely that Fred dropped the apple. It is certain that Greg is gray.	There is a very good chance that either 'Lily is a lion' or 'Greg is gray' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.2::factA. 0.2::factB. 1.0::factC. %hop2 conclusion:-xor(factA,factC). query(conclusion).	0.8	very good chance	improbable	There is a very good chance that either 'Lily is a lion' or 'Greg is gray' but not both.	It is improbable that either 'Lily is a lion' or 'Greg is gray' but not both.	1valid	Either 'Lily is a lion' or 'Greg is gray' but not both.	27
There is almost no chance that Greg is a lion. It is certain that Gertrude is a cat. It is probably not the case that Mary moved to the garden.	It is certain that either 'Greg is a lion' or 'Gertrude is a cat' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.02::factA. 1.0::factB. 0.25::factC. %hop2 conclusion:-xor(factA,factB). query(conclusion).	0.98	certain	highly unlikely	It is certain that either 'Greg is a lion' or 'Gertrude is a cat' but not both.	It is highly unlikely that either 'Greg is a lion' or 'Gertrude is a cat' but not both.	1valid	Either 'Greg is a lion' or 'Gertrude is a cat' but not both.	28
It is likely that Brian is a rhino. It is improbable that Mary got the milk. There is little chance that Greg is a frog.	It is highly unlikely that 'Brian is a rhino and Mary got the milk'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.7::factA. 0.1::factB. 0.1::factC. %hop2 conclusion:-and(factA,factB). query(conclusion).	0.07	highly unlikely	probably	It is highly unlikely that 'Brian is a rhino and Mary got the milk'.	It is probably the case that 'Brian is a rhino and Mary got the milk'.	1valid	'Brian is a rhino and Mary got the milk'.	29
It is highly likely that Emily is a cat. We doubt that Lily is a rhino. There is a better than even chance that Mary went to the bedroom.	There is little chance that 'Mary went to the bedroom and Lily is a rhino'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.9::factA. 0.2::factB. 0.6::factC. %hop2 conclusion:-and(factC,factB). query(conclusion).	0.12	little chance	we believe	There is little chance that 'Mary went to the bedroom and Lily is a rhino'.	We believe that 'Mary went to the bedroom and Lily is a rhino'.	1valid	'Mary went to the bedroom and Lily is a rhino'.	30
It is likely that Julius is white. It is highly unlikely that Emily is a sheep. It is probably not the case that Mary left the football.	There is almost no chance that 'Emily is a sheep and Mary left the football'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.7::factA. 0.05::factB. 0.25::factC. %hop2 conclusion:-and(factB,factC). query(conclusion).	0.0125	almost no chance	almost certain	There is almost no chance that 'Emily is a sheep and Mary left the football'.	It is almost certain that 'Emily is a sheep and Mary left the football'.	1valid	'Emily is a sheep and Mary left the football'.	31
It is almost certain that Lily is yellow. We doubt that John went to the garden. We believe that Greg is gray.	It is probably not the case that either 'Lily is yellow' or 'Greg is gray' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.95::factA. 0.2::factB. 0.75::factC. %hop2 conclusion:-xor(factA,factC). query(conclusion).	0.275	probably not	we believe	It is probably not the case that either 'Lily is yellow' or 'Greg is gray' but not both.	We believe that either 'Lily is yellow' or 'Greg is gray' but not both.	1valid	Either 'Lily is yellow' or 'Greg is gray' but not both.	32
We believe that Mary went to the kitchen. It is probably the case that Bernhard is a frog. There is a very good chance that Greg is a lion.	Chances are about even that 'Greg is a lion' or 'Bernhard is a frog' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.75::factA. 0.7::factB. 0.8::factC. %hop2 conclusion:-or(factC,factB). query(conclusion).	0.94	almost certain	about even	It is almost certain that 'Greg is a lion' or 'Bernhard is a frog' or both.	Chances are about even that 'Greg is a lion' or 'Bernhard is a frog' or both.	0invalid	'Greg is a lion' or 'Bernhard is a frog' or both.	33
We believe that Greg is white. There is almost no chance that John went to the hallway. Chances are slight that Lily is a swan.	There is almost no chance that 'Greg is white and John went to the hallway'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.75::factA. 0.02::factB. 0.1::factC. %hop2 conclusion:-and(factA,factB). query(conclusion).	0.015	almost no chance	certain	There is almost no chance that 'Greg is white and John went to the hallway'.	It is certain that 'Greg is white and John went to the hallway'.	1valid	'Greg is white and John went to the hallway'.	34
It is unlikely that Jessica is a mouse. It is probably the case that Brian is a rhino. Chances are about even that Jeff left the apple.	It is improbable that 'Jessica is a mouse' or 'Brian is a rhino' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.2::factA. 0.7::factB. 0.5::factC. %hop2 conclusion:-or(factA,factB). query(conclusion).	0.76	we believe	improbable	We believe that 'Jessica is a mouse' or 'Brian is a rhino' or both.	It is improbable that 'Jessica is a mouse' or 'Brian is a rhino' or both.	0invalid	'Jessica is a mouse' or 'Brian is a rhino' or both.	35
There is little chance that Mary moved to the office. It is probable that Julius is gray. It is highly unlikely that John discarded the apple.	It is unlikely that 'Julius is gray' or 'Mary moved to the office' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.7::factB. 0.05::factC. %hop2 conclusion:-or(factB,factA). query(conclusion).	0.73	we believe	unlikely	We believe that 'Julius is gray' or 'Mary moved to the office' or both.	It is unlikely that 'Julius is gray' or 'Mary moved to the office' or both.	0invalid	'Julius is gray' or 'Mary moved to the office' or both.	36
It is likely that Lily is a rhino. We believe that John went to the bedroom. There is a better than even chance that Bernhard is green.	Chances are about even that either 'John went to the bedroom' or 'Lily is a rhino' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.7::factA. 0.75::factB. 0.6::factC. %hop2 conclusion:-xor(factB,factA). query(conclusion).	0.4	about even	highly unlikely	Chances are about even that either 'John went to the bedroom' or 'Lily is a rhino' but not both.	It is highly unlikely that either 'John went to the bedroom' or 'Lily is a rhino' but not both.	1valid	Either 'John went to the bedroom' or 'Lily is a rhino' but not both.	37
We believe that Bernhard is a swan. It is unlikely that Brian is yellow. It is unlikely that Greg is a lion.	It is highly likely that 'Greg is a lion' or 'Brian is yellow' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.75::factA. 0.2::factB. 0.2::factC. %hop2 conclusion:-or(factC,factB). query(conclusion).	0.36	probably not	highly likely	It is probably not the case that 'Greg is a lion' or 'Brian is yellow' or both.	It is highly likely that 'Greg is a lion' or 'Brian is yellow' or both.	0invalid	'Greg is a lion' or 'Brian is yellow' or both.	38
It is highly likely that Daniel got the milk. It is highly likely that Jessica is a mouse. Chances are about even that John went to the kitchen.	It is certain that 'Jessica is a mouse' or 'Daniel got the milk' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.9::factA. 0.9::factB. 0.5::factC. %hop2 conclusion:-or(factB,factA). query(conclusion).	0.99	certain	almost no chance	It is certain that 'Jessica is a mouse' or 'Daniel got the milk' or both.	There is almost no chance that 'Jessica is a mouse' or 'Daniel got the milk' or both.	1valid	'Jessica is a mouse' or 'Daniel got the milk' or both.	39
Chances are about even that Bernhard is yellow. It is improbable that Daniel grabbed the apple. We doubt that John dropped the milk.	There is a better than even chance that 'Daniel grabbed the apple' or 'Bernhard is yellow' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.5::factA. 0.1::factB. 0.2::factC. %hop2 conclusion:-or(factB,factA). query(conclusion).	0.55	better than even	almost no chance	There is a better than even chance that 'Daniel grabbed the apple' or 'Bernhard is yellow' or both.	There is almost no chance that 'Daniel grabbed the apple' or 'Bernhard is yellow' or both.	1valid	'Daniel grabbed the apple' or 'Bernhard is yellow' or both.	40
There is little chance that Mary got the apple. It is likely that Greg is a rhino. It is likely that Brian is white.	There is little chance that 'Brian is white' or 'Mary got the apple' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.7::factB. 0.7::factC. %hop2 conclusion:-or(factC,factA). query(conclusion).	0.73	we believe	little chance	We believe that 'Brian is white' or 'Mary got the apple' or both.	There is little chance that 'Brian is white' or 'Mary got the apple' or both.	0invalid	'Brian is white' or 'Mary got the apple' or both.	41
There is a better than even chance that Lily is white. It is probably not the case that Bernhard is white. We doubt that John went to the kitchen.	Chances are slight that either 'Lily is white' or 'John went to the kitchen' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.6::factA. 0.25::factB. 0.2::factC. %hop2 conclusion:-xor(factA,factC). query(conclusion).	0.56	better than even	chances are slight	There is a better than even chance that either 'Lily is white' or 'John went to the kitchen' but not both.	Chances are slight that either 'Lily is white' or 'John went to the kitchen' but not both.	0invalid	Either 'Lily is white' or 'John went to the kitchen' but not both.	42
It is impossible that Greg is a lion. We doubt that Julius is gray. It is unlikely that Gertrude is a cat.	There is a very good chance that 'Julius is gray' or 'Greg is a lion' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.0::factA. 0.2::factB. 0.2::factC. %hop2 conclusion:-or(factB,factA). query(conclusion).	0.2	we doubt	very good chance	We doubt that 'Julius is gray' or 'Greg is a lion' or both.	There is a very good chance that 'Julius is gray' or 'Greg is a lion' or both.	0invalid	'Julius is gray' or 'Greg is a lion' or both.	43
It is improbable that Julius is gray. It is certain that Sandra left the milk. There is a better than even chance that Bernhard is green.	There is almost no chance that 'Bernhard is green' or 'Julius is gray' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 1.0::factB. 0.6::factC. %hop2 conclusion:-or(factC,factA). query(conclusion).	0.64	better than even	almost no chance	There is a better than even chance that 'Bernhard is green' or 'Julius is gray' or both.	There is almost no chance that 'Bernhard is green' or 'Julius is gray' or both.	0invalid	'Bernhard is green' or 'Julius is gray' or both.	44
Chances are slight that John got the apple. It is likely that Julius is a lion. We believe that Bernhard is yellow.	Chances are about even that 'Julius is a lion and Bernhard is yellow'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.7::factB. 0.75::factC. %hop2 conclusion:-and(factB,factC). query(conclusion).	0.525	about even	almost certain	Chances are about even that 'Julius is a lion and Bernhard is yellow'.	It is almost certain that 'Julius is a lion and Bernhard is yellow'.	1valid	'Julius is a lion and Bernhard is yellow'.	45
It is likely that Julius is a lion. There is little chance that Brian is white. It is highly likely that Mary left the football.	It is highly likely that 'Brian is white and Mary left the football'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.7::factA. 0.1::factB. 0.9::factC. %hop2 conclusion:-and(factB,factC). query(conclusion).	0.09	improbable	highly likely	It is improbable that 'Brian is white and Mary left the football'.	It is highly likely that 'Brian is white and Mary left the football'.	0invalid	'Brian is white and Mary left the football'.	46
Chances are slight that Greg is white. It is likely that Mary went to the hallway. It is probable that Bernhard is a rhino.	It is probable that either 'Greg is white' or 'Bernhard is a rhino' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.7::factB. 0.7::factC. %hop2 conclusion:-xor(factA,factC). query(conclusion).	0.66	probable	impossible	It is probable that either 'Greg is white' or 'Bernhard is a rhino' but not both.	It is impossible that either 'Greg is white' or 'Bernhard is a rhino' but not both.	1valid	Either 'Greg is white' or 'Bernhard is a rhino' but not both.	47
There is almost no chance that Mary took the milk. There is a better than even chance that Bernhard is a swan. It is likely that Greg is a frog.	It is highly unlikely that either 'Bernhard is a swan' or 'Greg is a frog' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.02::factA. 0.6::factB. 0.7::factC. %hop2 conclusion:-xor(factB,factC). query(conclusion).	0.46	about even	highly unlikely	Chances are about even that either 'Bernhard is a swan' or 'Greg is a frog' but not both.	It is highly unlikely that either 'Bernhard is a swan' or 'Greg is a frog' but not both.	0invalid	Either 'Bernhard is a swan' or 'Greg is a frog' but not both.	48
It is improbable that Julius is white. It is highly likely that Gertrude is a sheep. It is likely that Greg is a swan.	It is probably not the case that either 'Greg is a swan' or 'Gertrude is a sheep' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.9::factB. 0.7::factC. %hop2 conclusion:-xor(factC,factB). query(conclusion).	0.34	probably not	almost certain	It is probably not the case that either 'Greg is a swan' or 'Gertrude is a sheep' but not both.	It is almost certain that either 'Greg is a swan' or 'Gertrude is a sheep' but not both.	1valid	Either 'Greg is a swan' or 'Gertrude is a sheep' but not both.	49
Chances are about even that Sandra dropped the apple. There is almost no chance that Julius is a rhino. It is impossible that Brian is a lion.	There is almost no chance that either 'Julius is a rhino' or 'Brian is a lion' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.5::factA. 0.02::factB. 0.0::factC. %hop2 conclusion:-xor(factB,factC). query(conclusion).	0.02	almost no chance	probable	There is almost no chance that either 'Julius is a rhino' or 'Brian is a lion' but not both.	It is probable that either 'Julius is a rhino' or 'Brian is a lion' but not both.	1valid	Either 'Julius is a rhino' or 'Brian is a lion' but not both.	50
Chances are about even that Lily is yellow. It is probable that Emily is a mouse. There is a better than even chance that Fred moved to the office.	There is almost no chance that either 'Lily is yellow' or 'Fred moved to the office' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.5::factA. 0.7::factB. 0.6::factC. %hop2 conclusion:-xor(factA,factC). query(conclusion).	0.5	about even	almost no chance	Chances are about even that either 'Lily is yellow' or 'Fred moved to the office' but not both.	There is almost no chance that either 'Lily is yellow' or 'Fred moved to the office' but not both.	0invalid	Either 'Lily is yellow' or 'Fred moved to the office' but not both.	51
It is probably not the case that John moved to the garden. We doubt that Daniel dropped the milk. There is a very good chance that Greg is yellow.	It is probable that either 'Daniel dropped the milk' or 'Greg is yellow' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.25::factA. 0.2::factB. 0.8::factC. %hop2 conclusion:-xor(factB,factC). query(conclusion).	0.68	probable	highly unlikely	It is probable that either 'Daniel dropped the milk' or 'Greg is yellow' but not both.	It is highly unlikely that either 'Daniel dropped the milk' or 'Greg is yellow' but not both.	1valid	Either 'Daniel dropped the milk' or 'Greg is yellow' but not both.	52
It is highly unlikely that Brian is green. It is improbable that Mary left the football. It is unlikely that Julius is a swan.	It is likely that either 'Mary left the football' or 'Brian is green' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.05::factA. 0.1::factB. 0.2::factC. %hop2 conclusion:-xor(factB,factA). query(conclusion).	0.14	improbable	likely	It is improbable that either 'Mary left the football' or 'Brian is green' but not both.	It is likely that either 'Mary left the football' or 'Brian is green' but not both.	0invalid	Either 'Mary left the football' or 'Brian is green' but not both.	53
We doubt that Mary is in the hallway. It is highly likely that Lily is a swan. It is probably the case that Sandra took the football.	It is probably not the case that either 'Sandra took the football' or 'Lily is a swan' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.2::factA. 0.9::factB. 0.7::factC. %hop2 conclusion:-xor(factC,factB). query(conclusion).	0.34	probably not	we believe	It is probably not the case that either 'Sandra took the football' or 'Lily is a swan' but not both.	We believe that either 'Sandra took the football' or 'Lily is a swan' but not both.	1valid	Either 'Sandra took the football' or 'Lily is a swan' but not both.	54
There is a better than even chance that Brian is a rhino. It is highly unlikely that Lily is a swan. It is probably not the case that Mary left the football.	There is little chance that 'Mary left the football and Brian is a rhino'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.6::factA. 0.05::factB. 0.25::factC. %hop2 conclusion:-and(factC,factA). query(conclusion).	0.15	little chance	almost certain	There is little chance that 'Mary left the football and Brian is a rhino'.	It is almost certain that 'Mary left the football and Brian is a rhino'.	1valid	'Mary left the football and Brian is a rhino'.	55
Chances are slight that Mary went to the hallway. It is highly likely that Brian is yellow. It is highly likely that Bernhard is gray.	It is highly unlikely that either 'Mary went to the hallway' or 'Brian is yellow' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.9::factB. 0.9::factC. %hop2 conclusion:-xor(factA,factB). query(conclusion).	0.82	very good chance	highly unlikely	There is a very good chance that either 'Mary went to the hallway' or 'Brian is yellow' but not both.	It is highly unlikely that either 'Mary went to the hallway' or 'Brian is yellow' but not both.	0invalid	Either 'Mary went to the hallway' or 'Brian is yellow' but not both.	56
There is almost no chance that Bernhard is yellow. It is impossible that Greg is a lion. There is a very good chance that Jessica is a sheep.	There is a very good chance that either 'Greg is a lion' or 'Bernhard is yellow' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.02::factA. 0.0::factB. 0.8::factC. %hop2 conclusion:-xor(factB,factA). query(conclusion).	0.02	almost no chance	very good chance	There is almost no chance that either 'Greg is a lion' or 'Bernhard is yellow' but not both.	There is a very good chance that either 'Greg is a lion' or 'Bernhard is yellow' but not both.	0invalid	Either 'Greg is a lion' or 'Bernhard is yellow' but not both.	57
It is impossible that Bernhard is a frog. We believe that Brian is a rhino. There is almost no chance that Lily is white.	It is probably not the case that either 'Brian is a rhino' or 'Bernhard is a frog' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.0::factA. 0.75::factB. 0.02::factC. %hop2 conclusion:-xor(factB,factA). query(conclusion).	0.75	we believe	probably not	We believe that either 'Brian is a rhino' or 'Bernhard is a frog' but not both.	It is probably not the case that either 'Brian is a rhino' or 'Bernhard is a frog' but not both.	0invalid	Either 'Brian is a rhino' or 'Bernhard is a frog' but not both.	58
We doubt that John dropped the milk. Chances are slight that Brian is a frog. Chances are slight that Bill went to the garden.	It is almost certain that either 'Brian is a frog' or 'John dropped the milk' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.2::factA. 0.1::factB. 0.1::factC. %hop2 conclusion:-xor(factB,factA). query(conclusion).	0.26	probably not	almost certain	It is probably not the case that either 'Brian is a frog' or 'John dropped the milk' but not both.	It is almost certain that either 'Brian is a frog' or 'John dropped the milk' but not both.	0invalid	Either 'Brian is a frog' or 'John dropped the milk' but not both.	59
There is almost no chance that Jeff went to the garden. It is certain that Lily is white. Chances are about even that John put down the apple.	It is almost certain that 'Lily is white and Jeff went to the garden'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.02::factA. 1.0::factB. 0.5::factC. %hop2 conclusion:-and(factB,factA). query(conclusion).	0.02	almost no chance	almost certain	There is almost no chance that 'Lily is white and Jeff went to the garden'.	It is almost certain that 'Lily is white and Jeff went to the garden'.	0invalid	'Lily is white and Jeff went to the garden'.	60
There is a better than even chance that Daniel left the milk. We believe that John went to the kitchen. It is probably the case that Brian is green.	It is highly likely that 'Daniel left the milk' or 'Brian is green' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.6::factA. 0.75::factB. 0.7::factC. %hop2 conclusion:-or(factA,factC). query(conclusion).	0.88	highly likely	little chance	It is highly likely that 'Daniel left the milk' or 'Brian is green' or both.	There is little chance that 'Daniel left the milk' or 'Brian is green' or both.	1valid	'Daniel left the milk' or 'Brian is green' or both.	61
It is probably not the case that Yann is bored. It is highly unlikely that Gertrude is a cat. Chances are slight that Brian is a rhino.	We believe that 'Gertrude is a cat and Brian is a rhino'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.25::factA. 0.05::factB. 0.1::factC. %hop2 conclusion:-and(factB,factC). query(conclusion).	0.005	impossible	we believe	It is impossible that 'Gertrude is a cat and Brian is a rhino'.	We believe that 'Gertrude is a cat and Brian is a rhino'.	0invalid	'Gertrude is a cat and Brian is a rhino'.	62
It is improbable that Gertrude is a sheep. It is likely that Lily is a rhino. It is probably the case that Mary left the football.	We believe that 'Lily is a rhino' or 'Gertrude is a sheep' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.7::factB. 0.7::factC. %hop2 conclusion:-or(factB,factA). query(conclusion).	0.73	we believe	chances are slight	We believe that 'Lily is a rhino' or 'Gertrude is a sheep' or both.	Chances are slight that 'Lily is a rhino' or 'Gertrude is a sheep' or both.	1valid	'Lily is a rhino' or 'Gertrude is a sheep' or both.	63
It is impossible that Bernhard is a swan. There is little chance that Julius is a rhino. We believe that Mary went to the kitchen.	It is impossible that 'Julius is a rhino and Bernhard is a swan'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.0::factA. 0.1::factB. 0.75::factC. %hop2 conclusion:-and(factB,factA). query(conclusion).	0	impossible	likely	It is impossible that 'Julius is a rhino and Bernhard is a swan'.	It is likely that 'Julius is a rhino and Bernhard is a swan'.	1valid	'Julius is a rhino and Bernhard is a swan'.	64
It is certain that Brian is yellow. It is impossible that Lily is a swan. It is improbable that Bernhard is yellow.	It is improbable that either 'Brian is yellow' or 'Lily is a swan' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 1.0::factA. 0.0::factB. 0.1::factC. %hop2 conclusion:-xor(factA,factB). query(conclusion).	1	certain	improbable	It is certain that either 'Brian is yellow' or 'Lily is a swan' but not both.	It is improbable that either 'Brian is yellow' or 'Lily is a swan' but not both.	0invalid	Either 'Brian is yellow' or 'Lily is a swan' but not both.	65
Chances are about even that John got the apple. It is highly unlikely that Julius is yellow. It is likely that Brian is a frog.	Chances are about even that either 'John got the apple' or 'Brian is a frog' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.5::factA. 0.05::factB. 0.7::factC. %hop2 conclusion:-xor(factA,factC). query(conclusion).	0.5	about even	impossible	Chances are about even that either 'John got the apple' or 'Brian is a frog' but not both.	It is impossible that either 'John got the apple' or 'Brian is a frog' but not both.	1valid	Either 'John got the apple' or 'Brian is a frog' but not both.	66
There is little chance that Jeff dropped the apple. We doubt that John went to the kitchen. There is a very good chance that Mary got the football.	It is probably the case that either 'John went to the kitchen' or 'Jeff dropped the apple' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.2::factB. 0.8::factC. %hop2 conclusion:-xor(factB,factA). query(conclusion).	0.26	probably not	probably	It is probably not the case that either 'John went to the kitchen' or 'Jeff dropped the apple' but not both.	It is probably the case that either 'John went to the kitchen' or 'Jeff dropped the apple' but not both.	0invalid	Either 'John went to the kitchen' or 'Jeff dropped the apple' but not both.	67
It is probably the case that Gertrude is a cat. It is highly unlikely that Lily is white. It is almost certain that Jessica is a mouse.	We doubt that either 'Lily is white' or 'Gertrude is a cat' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.7::factA. 0.05::factB. 0.95::factC. %hop2 conclusion:-xor(factB,factA). query(conclusion).	0.68	likely	we doubt	It is likely that either 'Lily is white' or 'Gertrude is a cat' but not both.	We doubt that either 'Lily is white' or 'Gertrude is a cat' but not both.	0invalid	Either 'Lily is white' or 'Gertrude is a cat' but not both.	68
We believe that Julius is gray. It is highly unlikely that Mary got the milk. It is highly unlikely that Gertrude is a mouse.	Chances are slight that 'Gertrude is a mouse' or 'Julius is gray' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.75::factA. 0.05::factB. 0.05::factC. %hop2 conclusion:-or(factC,factA). query(conclusion).	0.7625	we believe	chances are slight	We believe that 'Gertrude is a mouse' or 'Julius is gray' or both.	Chances are slight that 'Gertrude is a mouse' or 'Julius is gray' or both.	0invalid	'Gertrude is a mouse' or 'Julius is gray' or both.	69
It is impossible that Emily is a wolf. We doubt that Julius is yellow. It is almost certain that John moved to the garden.	It is certain that 'Julius is yellow and Emily is a wolf'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.0::factA. 0.2::factB. 0.95::factC. %hop2 conclusion:-and(factB,factA). query(conclusion).	0	impossible	certain	It is impossible that 'Julius is yellow and Emily is a wolf'.	It is certain that 'Julius is yellow and Emily is a wolf'.	0invalid	'Julius is yellow and Emily is a wolf'.	70
We believe that Gertrude is a cat. There is little chance that Julius is a rhino. It is probably not the case that John moved to the office.	We believe that 'Julius is a rhino' or 'Gertrude is a cat' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.75::factA. 0.1::factB. 0.25::factC. %hop2 conclusion:-or(factB,factA). query(conclusion).	0.775	we believe	little chance	We believe that 'Julius is a rhino' or 'Gertrude is a cat' or both.	There is little chance that 'Julius is a rhino' or 'Gertrude is a cat' or both.	1valid	'Julius is a rhino' or 'Gertrude is a cat' or both.	71
There is little chance that Mary took the football. It is highly unlikely that Julius is a frog. It is highly likely that Brian is yellow.	It is probably the case that either 'Mary took the football' or 'Julius is a frog' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.05::factB. 0.9::factC. %hop2 conclusion:-xor(factA,factB). query(conclusion).	0.14	little chance	probably	There is little chance that either 'Mary took the football' or 'Julius is a frog' but not both.	It is probably the case that either 'Mary took the football' or 'Julius is a frog' but not both.	0invalid	Either 'Mary took the football' or 'Julius is a frog' but not both.	72
Chances are slight that Bernhard is a lion. We doubt that Brian is white. It is unlikely that Lily is a rhino.	It is probable that 'Lily is a rhino' or 'Brian is white' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.2::factB. 0.2::factC. %hop2 conclusion:-or(factC,factB). query(conclusion).	0.36	probably not	probable	It is probably not the case that 'Lily is a rhino' or 'Brian is white' or both.	It is probable that 'Lily is a rhino' or 'Brian is white' or both.	0invalid	'Lily is a rhino' or 'Brian is white' or both.	73
It is highly likely that Julius is a lion. Chances are about even that Lily is a frog. It is likely that Mary moved to the garden.	It is likely that either 'Mary moved to the garden' or 'Julius is a lion' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.9::factA. 0.5::factB. 0.7::factC. %hop2 conclusion:-xor(factC,factA). query(conclusion).	0.34	probably not	likely	It is probably not the case that either 'Mary moved to the garden' or 'Julius is a lion' but not both.	It is likely that either 'Mary moved to the garden' or 'Julius is a lion' but not both.	0invalid	Either 'Mary moved to the garden' or 'Julius is a lion' but not both.	74
It is unlikely that Sandra dropped the milk. There is a very good chance that Mary took the football. Chances are about even that Lily is green.	It is highly unlikely that 'Sandra dropped the milk' or 'Mary took the football' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.2::factA. 0.8::factB. 0.5::factC. %hop2 conclusion:-or(factA,factB). query(conclusion).	0.84	very good chance	highly unlikely	There is a very good chance that 'Sandra dropped the milk' or 'Mary took the football' or both.	It is highly unlikely that 'Sandra dropped the milk' or 'Mary took the football' or both.	0invalid	'Sandra dropped the milk' or 'Mary took the football' or both.	75
We doubt that Lily is a swan. It is improbable that Brian is green. It is highly unlikely that John got the milk.	It is certain that 'Lily is a swan' or 'Brian is green' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.2::factA. 0.1::factB. 0.05::factC. %hop2 conclusion:-or(factA,factB). query(conclusion).	0.28	probably not	certain	It is probably not the case that 'Lily is a swan' or 'Brian is green' or both.	It is certain that 'Lily is a swan' or 'Brian is green' or both.	0invalid	'Lily is a swan' or 'Brian is green' or both.	76
It is likely that Mary went to the office. There is almost no chance that Brian is a swan. There is a better than even chance that Greg is a lion.	Chances are about even that 'Mary went to the office and Brian is a swan'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.7::factA. 0.02::factB. 0.6::factC. %hop2 conclusion:-and(factA,factB). query(conclusion).	0.014	almost no chance	about even	There is almost no chance that 'Mary went to the office and Brian is a swan'.	Chances are about even that 'Mary went to the office and Brian is a swan'.	0invalid	'Mary went to the office and Brian is a swan'.	77
It is impossible that Bernhard is green. It is probably the case that Brian is yellow. It is unlikely that John picked up the apple.	It is impossible that either 'John picked up the apple' or 'Brian is yellow' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.0::factA. 0.7::factB. 0.2::factC. %hop2 conclusion:-xor(factC,factB). query(conclusion).	0.62	better than even	impossible	There is a better than even chance that either 'John picked up the apple' or 'Brian is yellow' but not both.	It is impossible that either 'John picked up the apple' or 'Brian is yellow' but not both.	0invalid	Either 'John picked up the apple' or 'Brian is yellow' but not both.	78
There is almost no chance that Jessica is a mouse. There is almost no chance that Brian is white. It is probably the case that Julius is a frog.	There is a better than even chance that 'Brian is white' or 'Jessica is a mouse' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.02::factA. 0.02::factB. 0.7::factC. %hop2 conclusion:-or(factB,factA). query(conclusion).	0.0396	highly unlikely	better than even	It is highly unlikely that 'Brian is white' or 'Jessica is a mouse' or both.	There is a better than even chance that 'Brian is white' or 'Jessica is a mouse' or both.	0invalid	'Brian is white' or 'Jessica is a mouse' or both.	79
There is a very good chance that Jessica is a cat. It is probable that Antoine is hungry. It is unlikely that Sandra got the football.	There is little chance that either 'Jessica is a cat' or 'Sandra got the football' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.8::factA. 0.7::factB. 0.2::factC. %hop2 conclusion:-xor(factA,factC). query(conclusion).	0.68	likely	little chance	It is likely that either 'Jessica is a cat' or 'Sandra got the football' but not both.	There is little chance that either 'Jessica is a cat' or 'Sandra got the football' but not both.	0invalid	Either 'Jessica is a cat' or 'Sandra got the football' but not both.	80
It is impossible that Daniel took the apple. It is highly unlikely that Mary went to the bedroom. It is impossible that Brian is a rhino.	Chances are about even that 'Brian is a rhino' or 'Daniel took the apple' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.0::factA. 0.05::factB. 0.0::factC. %hop2 conclusion:-or(factC,factA). query(conclusion).	0	impossible	about even	It is impossible that 'Brian is a rhino' or 'Daniel took the apple' or both.	Chances are about even that 'Brian is a rhino' or 'Daniel took the apple' or both.	0invalid	'Brian is a rhino' or 'Daniel took the apple' or both.	81
It is probably not the case that John went to the bedroom. There is almost no chance that Bernhard is a swan. It is almost certain that Brian is white.	There is a very good chance that 'Brian is white and John went to the bedroom'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.25::factA. 0.02::factB. 0.95::factC. %hop2 conclusion:-and(factC,factA). query(conclusion).	0.2375	probably not	very good chance	It is probably not the case that 'Brian is white and John went to the bedroom'.	There is a very good chance that 'Brian is white and John went to the bedroom'.	0invalid	'Brian is white and John went to the bedroom'.	82
There is a better than even chance that Sandra dropped the milk. Chances are about even that Mary got the milk. We believe that Bernhard is a swan.	There is a very good chance that 'Mary got the milk' or 'Sandra dropped the milk' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.6::factA. 0.5::factB. 0.75::factC. %hop2 conclusion:-or(factB,factA). query(conclusion).	0.8	very good chance	we doubt	There is a very good chance that 'Mary got the milk' or 'Sandra dropped the milk' or both.	We doubt that 'Mary got the milk' or 'Sandra dropped the milk' or both.	1valid	'Mary got the milk' or 'Sandra dropped the milk' or both.	83
It is probably the case that Julius is gray. It is improbable that Sandra left the apple. It is unlikely that John went to the hallway.	There is little chance that 'John went to the hallway and Julius is gray'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.7::factA. 0.1::factB. 0.2::factC. %hop2 conclusion:-and(factC,factA). query(conclusion).	0.14	little chance	likely	There is little chance that 'John went to the hallway and Julius is gray'.	It is likely that 'John went to the hallway and Julius is gray'.	1valid	'John went to the hallway and Julius is gray'.	84
It is unlikely that Julius is yellow. It is unlikely that Bernhard is a lion. It is highly likely that Gertrude is a wolf.	It is highly unlikely that 'Julius is yellow and Bernhard is a lion'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.2::factA. 0.2::factB. 0.9::factC. %hop2 conclusion:-and(factA,factB). query(conclusion).	0.04	highly unlikely	about even	It is highly unlikely that 'Julius is yellow and Bernhard is a lion'.	Chances are about even that 'Julius is yellow and Bernhard is a lion'.	1valid	'Julius is yellow and Bernhard is a lion'.	85
It is highly unlikely that Daniel put down the milk. There is little chance that Bernhard is a swan. It is certain that John discarded the apple.	It is certain that 'John discarded the apple and Bernhard is a swan'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.05::factA. 0.1::factB. 1.0::factC. %hop2 conclusion:-and(factC,factB). query(conclusion).	0.1	little chance	certain	There is little chance that 'John discarded the apple and Bernhard is a swan'.	It is certain that 'John discarded the apple and Bernhard is a swan'.	0invalid	'John discarded the apple and Bernhard is a swan'.	86
It is unlikely that John moved to the garden. It is probably the case that Lily is a rhino. It is highly unlikely that Daniel left the milk.	It is improbable that 'Lily is a rhino and John moved to the garden'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.2::factA. 0.7::factB. 0.05::factC. %hop2 conclusion:-and(factB,factA). query(conclusion).	0.14	improbable	better than even	It is improbable that 'Lily is a rhino and John moved to the garden'.	There is a better than even chance that 'Lily is a rhino and John moved to the garden'.	1valid	'Lily is a rhino and John moved to the garden'.	87
It is almost certain that Mary took the milk. It is probable that Julius is yellow. There is almost no chance that Jessica is a mouse.	Chances are slight that 'Julius is yellow and Mary took the milk'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.95::factA. 0.7::factB. 0.02::factC. %hop2 conclusion:-and(factB,factA). query(conclusion).	0.665	probable	chances are slight	It is probable that 'Julius is yellow and Mary took the milk'.	Chances are slight that 'Julius is yellow and Mary took the milk'.	0invalid	'Julius is yellow and Mary took the milk'.	88
It is likely that Bernhard is yellow. It is highly likely that Fred dropped the apple. We doubt that Brian is a lion.	There is a better than even chance that either 'Bernhard is yellow' or 'Brian is a lion' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.7::factA. 0.9::factB. 0.2::factC. %hop2 conclusion:-xor(factA,factC). query(conclusion).	0.62	better than even	improbable	There is a better than even chance that either 'Bernhard is yellow' or 'Brian is a lion' but not both.	It is improbable that either 'Bernhard is yellow' or 'Brian is a lion' but not both.	1valid	Either 'Bernhard is yellow' or 'Brian is a lion' but not both.	89
It is certain that Daniel grabbed the apple. There is little chance that Emily is a mouse. We believe that Greg is a swan.	We believe that 'Emily is a mouse' or 'Greg is a swan' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 1.0::factA. 0.1::factB. 0.75::factC. %hop2 conclusion:-or(factB,factC). query(conclusion).	0.775	we believe	unlikely	We believe that 'Emily is a mouse' or 'Greg is a swan' or both.	It is unlikely that 'Emily is a mouse' or 'Greg is a swan' or both.	1valid	'Emily is a mouse' or 'Greg is a swan' or both.	90
It is improbable that Gertrude is a sheep. It is almost certain that Jeff discarded the milk. It is almost certain that Bernhard is a frog.	Chances are slight that 'Jeff discarded the milk and Gertrude is a sheep'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.95::factB. 0.95::factC. %hop2 conclusion:-and(factB,factA). query(conclusion).	0.095	chances are slight	better than even	Chances are slight that 'Jeff discarded the milk and Gertrude is a sheep'.	There is a better than even chance that 'Jeff discarded the milk and Gertrude is a sheep'.	1valid	'Jeff discarded the milk and Gertrude is a sheep'.	91
We doubt that Lily is a frog. It is almost certain that Greg is gray. It is improbable that John went to the office.	There is little chance that either 'John went to the office' or 'Greg is gray' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.2::factA. 0.95::factB. 0.1::factC. %hop2 conclusion:-xor(factC,factB). query(conclusion).	0.86	highly likely	little chance	It is highly likely that either 'John went to the office' or 'Greg is gray' but not both.	There is little chance that either 'John went to the office' or 'Greg is gray' but not both.	0invalid	Either 'John went to the office' or 'Greg is gray' but not both.	92
There is a better than even chance that Bernhard is a frog. It is highly likely that Winona is a sheep. It is probable that John went to the kitchen.	It is almost certain that 'Winona is a sheep' or 'John went to the kitchen' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.6::factA. 0.9::factB. 0.7::factC. %hop2 conclusion:-or(factB,factC). query(conclusion).	0.97	almost certain	almost no chance	It is almost certain that 'Winona is a sheep' or 'John went to the kitchen' or both.	There is almost no chance that 'Winona is a sheep' or 'John went to the kitchen' or both.	1valid	'Winona is a sheep' or 'John went to the kitchen' or both.	93
There is little chance that Julius is gray. We believe that Jeff moved to the garden. There is almost no chance that John went to the hallway.	It is highly unlikely that 'Jeff moved to the garden' or 'John went to the hallway' or both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.75::factB. 0.02::factC. %hop2 conclusion:-or(factB,factC). query(conclusion).	0.755	we believe	highly unlikely	We believe that 'Jeff moved to the garden' or 'John went to the hallway' or both.	It is highly unlikely that 'Jeff moved to the garden' or 'John went to the hallway' or both.	0invalid	'Jeff moved to the garden' or 'John went to the hallway' or both.	94
We doubt that Mary left the football. It is likely that Julius is a lion. It is almost certain that John discarded the apple.	There is almost no chance that either 'John discarded the apple' or 'Mary left the football' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.2::factA. 0.7::factB. 0.95::factC. %hop2 conclusion:-xor(factC,factA). query(conclusion).	0.77	we believe	almost no chance	We believe that either 'John discarded the apple' or 'Mary left the football' but not both.	There is almost no chance that either 'John discarded the apple' or 'Mary left the football' but not both.	0invalid	Either 'John discarded the apple' or 'Mary left the football' but not both.	95
It is likely that Greg is yellow. It is probably the case that Sandra grabbed the apple. There is almost no chance that Daniel got the football.	There is almost no chance that 'Daniel got the football and Sandra grabbed the apple'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.7::factA. 0.7::factB. 0.02::factC. %hop2 conclusion:-and(factC,factB). query(conclusion).	0.014	almost no chance	likely	There is almost no chance that 'Daniel got the football and Sandra grabbed the apple'.	It is likely that 'Daniel got the football and Sandra grabbed the apple'.	1valid	'Daniel got the football and Sandra grabbed the apple'.	96
It is highly likely that John left the milk. It is almost certain that Brian is a frog. There is a better than even chance that Bernhard is green.	It is highly unlikely that either 'Brian is a frog' or 'Bernhard is green' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.9::factA. 0.95::factB. 0.6::factC. %hop2 conclusion:-xor(factB,factC). query(conclusion).	0.41	about even	highly unlikely	Chances are about even that either 'Brian is a frog' or 'Bernhard is green' but not both.	It is highly unlikely that either 'Brian is a frog' or 'Bernhard is green' but not both.	0invalid	Either 'Brian is a frog' or 'Bernhard is green' but not both.	97
There is little chance that Mary took the football. We believe that Emily is a sheep. It is highly likely that Greg is a frog.	It is likely that either 'Emily is a sheep' or 'Mary took the football' but not both.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.1::factA. 0.75::factB. 0.9::factC. %hop2 conclusion:-xor(factB,factA). query(conclusion).	0.7	likely	little chance	It is likely that either 'Emily is a sheep' or 'Mary took the football' but not both.	There is little chance that either 'Emily is a sheep' or 'Mary took the football' but not both.	1valid	Either 'Emily is a sheep' or 'Mary took the football' but not both.	98
We doubt that Brian is a lion. It is certain that Bernhard is a frog. There is almost no chance that John grabbed the apple.	We believe that 'Bernhard is a frog and Brian is a lion'.	and(A,B) :- A,B. or(A,B) :- A;B. nand(A,B) :- not(and(A,B)). nor(A,B) :- not(or(A,B)). xor(A,B) :- or(A,B), nand(A,B). %hop0 0.2::factA. 1.0::factB. 0.02::factC. %hop2 conclusion:-and(factB,factA). query(conclusion).	0.2	unlikely	we believe	It is unlikely that 'Bernhard is a frog and Brian is a lion'.	We believe that 'Bernhard is a frog and Brian is a lion'.	0invalid	'Bernhard is a frog and Brian is a lion'.	99

End of preview. Expand in Data Studio

Words of estimative probability NLI (3 configs). Parquet conversion; CSVs retained.

Labels

label is 1 when hypothesis is valid_hypothesis, which uses the probability word matching probability, and 0 when it is invalid_hypothesis, which uses distractor. This matches the CSVs. The Parquet conversion had the label names swapped (['valid', 'invalid']); since this revision they are ['invalid', 'valid']. The integer labels did not change.

Downloads last month: 731

Models trained or fine-tuned on sileod/probability_words_nli