[QUESTION] Given the sentence "A gray dog is shaking water from its body." is it true that "An animal is cold so he is drying himself."?
There is not way to know if the gray dog is shaking water from its body because its cold or not.
The answer is it is not possible to tell.

Q: Test for natural language inference.
Premise: "The back of two men's heads riding on a train."
Hypothesis: "The train is making the back of two mens heads bounce on the head rest."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: Riding on a train doesn't imply that the men's heads bounce.
The answer is it is not possible to tell.

QUESTION: Test for natural language inference.
Premise: "Four girls synchronizing dance recitals in which they are wearing blue and purple outfits."
Hypothesis: "A group of girls are dancing."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: A group of four girls are dancing and for their dance recitals.
The answer is yes.

[QUESTION] Given the sentence "A young blond woman with a golden flower sits on a bench with a black man in a bowler hat near a bearded white man." is it true that "The woman is holding flowers."?
A woman with a flower implies that she is holding flowers.
The answer is yes.

Q: Premise: "These kids are having fun playing a soccer game."
Hypothesis: "Children are playing indoor soccer because it is cold outside."
Do we know that the hypothesis entailed by the premise?
A: Not all soccer games are indoor soccer games. Nothing about the weather outside is implied.
The answer is it is not possible to tell.

[QUESTION] Premise: "Men with shovels work to pick up a pile of dirt from a street."
Based on this premise, can we conclude that the hypothesis "Men are cleaning a street." is true?
Options:
- yes
- it is not possible to tell
- no
Men are men and picking up a pile of dirt from a street is cleaning a street.
The answer is yes.