[QUESTION] Premise: "Girls dressed in orange and white are dancing on a basketball court."
Hypothesis: "A basketball court is a stage for the dancers."
Do we know that the hypothesis entailed by the premise?
People can dance on a basketball court without it being a stage.
The answer is it is not possible to tell.

Q: Given the sentence "A man wearing a hat is running through water." can we conclude that "A man is running."?
Options:
- yes
- it is not possible to tell
- no
A: The man in the hat is running therefore he is in water.
The answer is yes.

QUESTION: If "A young boy playing with an improvised toy." does that mean that "A boy creates a creative new toy."?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: The boy who creates the new toy is not the same young boy who is playing with it.
The answer is it is not possible to tell.

[QUESTION] Given the sentence "Woman with yellow button up shirt and jeans is making beautiful pottery etchings into one of her works of art." is it true that "The woman is an artist."?
If a woman is making pottery etchings it is likely that she is an artist.
The answer is yes.

Q: Test for natural language inference.
Premise: "Pitcher about to pitch the ball."
Hypothesis: "The pitcher is holding the ball."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: The pitcher is implied to be holding the ball because he hasn't pitched yet.
The answer is yes.

[QUESTION] Given the sentence "A man in a red shirt walking past wall art." can we conclude that "A man is walking past a wall."?
Options:
- yes
- it is not possible to tell
- no
Wall art is on a wall so if a man is walking past wall art then the man is walking past a wall.
The answer is yes.