QUESTION: Given the sentence "3 young boys walk down a street while one carries a bag on his right shoulder and two of them wear baseball caps." is it true that "The boys are watching a rainy day from the window."?

SOLUTION: Let's solve this gradually. The boys cannot walk down the street if they are watching a rainy day through a window.
Answer is no.

QUESTION: Premise: "The lady is creating a painting outside."
Hypothesis: "The lady is washling dishes."
Do we know that the hypothesis entailed by the premise?

SOLUTION: Let's solve this gradually. If she is painting outside she cant be inside doing dishes.
Answer is no.

QUESTION: Premise: "A boy wearing a red shirt is running through the sand."
Hypothesis: "Boy runs in sand."
Do we know that the hypothesis entailed by the premise?

SOLUTION: Let's solve this gradually. The boy run through the sand. It doesn't mater what he's wearing.
Answer is yes.

QUESTION: Given the sentence "Three men smile at the camera surrounded by a pile of green and yellow fruits." is it true that "The men are standing by bananas and apples."?

SOLUTION:
Let's solve this gradually. Surrounded by green and yellow fruits doesn't mean they are standing by bananas and apples.
Answer is it is not possible to tell.