Q: Given the sentence "A blond women holding a red box is writing on the ground with white chalk." is it true that "A blond person holding a red box is writing on the ground with white chalk."?
A: The blond person is a woman or it may be more women.
The answer is yes.

QUESTION: Given the sentence "A band performing on stage while the crowd observes with there hands in the air." can we conclude that "The crowd is excited about the band that is playing."?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: There are reasons other than being excited that hands can be up.
The answer is it is not possible to tell.

[QUESTION] Test for natural language inference.
Premise: "Two men playing guitars are singing at a concert."
Hypothesis: "The two men play guitars and sing."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
Playing guitars and singing is rephrasing of plays guitars and sings.
The answer is yes.

Q: If "Police in swat tactical gear running toward a crowd." does that mean that "Cops in the truck are running over people."?
Options:
- yes
- it is not possible to tell
- no
A: Police can not be running if they are in the truck.
The answer is no.

QUESTION: Premise: "The man in the red coat holds a subway wrapper close to his face."
Hypothesis: "A woman is wearing a blue coat and holds a plastic bag in her hand."
Do we know that the hypothesis entailed by the premise?

Let's solve it slowly: A man in a red coat cannot be a woman in a blue coat.
The answer is no.

QUESTION: Premise: "A young boy is splashing through a puddle of water."
Hypothesis: "The boy is misbehaving."
Is the hypothesis entailed by the premise?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly:
A boy splashing in a puddle does not imply that he is misbehaving.
The answer is it is not possible to tell.