QUESTION: Test for natural language inference.
Premise: "Four small children are being entertained by an accordion player."
Hypothesis: "Four small children are being entertained."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: If the kids are entertained by an accordion player then they are entertained.
The answer is yes.

[QUESTION] Can we conclude from "People talk at a market under umbrellas." that "People are talking inside the grocery store."?
Options:
- yes
- no
- it is not possible to tell
People are wither talking inside the grocery store or at a market. Umbrellas are not typically open inside.
The answer is no.

Q: Can we conclude from "People walking on a desert street." that "Everybody is walking."?
Options:
- yes
- no
- it is not possible to tell
A: Just because some people are walking doesn't mean everybody is walking.
The answer is it is not possible to tell.

QUESTION: Given the sentence "A person sleeping at a restaurant." is it true that "A pack of wolves are out on prowl."?

Let's solve it slowly: A pack of wolves out on the prowl has no association whatsoever with a person sleeping at a restaurant.
The answer is no.

[QUESTION] Premise: "A woman wearing brown boots and holding a red cup walks through a large outdoor crowd."
Hypothesis: "A woman is drinking alcohol at a concert."
Do we know that the hypothesis entailed by the premise?
A woman holding a cup doesn't imply drinking alcohol and walking through a crowd doesn't imply a concert.
The answer is it is not possible to tell.

Q: Test for natural language inference.
Premise: "Long benchtops with microscopes have works at each station."
Hypothesis: "There are students in the lecture hall."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A:
Benchtops with microscopes would be in a room probably for science a lecture hall would just be a place to sit and listen.
The answer is no.