[QUESTION] Given the sentence "A woman walking with her umbrella." is it true that "A woman walking holding an umbrella."?
Her umbrella would have to be with her for her to be holding it.
The answer is yes.

Q: Premise: "Family on beach looking at the ocean after a wedding."
Hypothesis: "A family stands beside the ocean."
Do we know that the hypothesis entailed by the premise?
A: The family can be looking at the ocean as they stand beside it.
The answer is yes.

QUESTION: Test for natural language inference.
Premise: "A child looks nervous at the top of a slide."
Hypothesis: "The kid shows no hesitation playing on the slide."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: If a child or kid is nervous they will show some hesitation.
The answer is no.

[QUESTION] Premise: "People running on a sidewalk in the middle of a grassy area."
Based on this premise, can we conclude that the hypothesis "Several men and women are running across a farm." is true?
Options:
- yes
- it is not possible to tell
- no
A grassy area can be anywhere and not just on a farm.
The answer is it is not possible to tell.

Q: If "A man appears to be sleeping in a warehouse of chickens." does that mean that "The chickens are in a warehouse."?
Options:
- yes
- it is not possible to tell
- no
A: Chickens in a warehouse is the same as warehouse of chickens.
The answer is yes.

[QUESTION] Given the sentence "A person being blindfolded by a girl and a boy." is it true that "Two children blindfold ther father for a big surprise."?
Just because its a girl and a boy does not mean the person being blindfolded is their father. Just because the person is being blindfolded does not mean it is for a surprise.
The answer is it is not possible to tell.