Q: Premise: "Several young people looking over a scenic point in a mountainous region."
Hypothesis: "There is a sunset."
Do we know that the hypothesis entailed by the premise?
A: Looking over a scenic point may take place at a time of day or a direction other than sunset.
The answer is it is not possible to tell.

QUESTION: Test for natural language inference.
Premise: "A young man in a black shirt has propped up his head with his arm."
Hypothesis: "And has nearly fallen asleep."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: A young man in a black shirt is laying on the ground passed out.
The answer is no.

[QUESTION] Premise: "A woman in a blue top and pink shorts swims underwater."
Based on this premise, can we conclude that the hypothesis "A woman swimming." is true?
Options:
- yes
- it is not possible to tell
- no
Swims underwater is saying the same thing as swimming but with more description.
The answer is yes.

Q: Premise: "A man with black hair and blond tips talks on his cellphone."
Based on this premise, can we conclude that the hypothesis "A man on his cellphone." is true?
Options:
- yes
- it is not possible to tell
- no
A: The man who talks on his cellphone has black hair and blond tips.
The answer is yes.

QUESTION: Test for natural language inference.
Premise: "A boy skateboarding down a steep incline."
Hypothesis: "A boy skateboards down a city street."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: A boy skateboarding down a steep incline is not necessarily going down a city street.
The answer is it is not possible to tell.

QUESTION: Given the sentence "Many people are at a shallow blue beach." is it true that "The water is not very deep near the beach."?

Let's solve it slowly:
There is water at a beach. Not deep means something is shallow.
The answer is yes.