QUESTION: Premise: "A tennis player in red shorts is hitting the tennis ball."
Hypothesis: "A person is playing a game of tennis."
Do we know that the hypothesis entailed by the premise?

Let's solve it slowly: People that play the game of tennis are referred to as tennis players.
The answer is yes.

[QUESTION] Premise: "In an urban marketplace."
Based on this premise, can we conclude that the hypothesis "There is a man receiving a haircut with several other men and a small girl in the background." is true?
Options:
- yes
- it is not possible to tell
- no
A man is getting his weekly hair cut at the bazaar.
The answer is it is not possible to tell.

Q: Given the sentence "A man competing in a sport with a horse." is it true that "A man is sleeping at home."?
A: A man sleeping can not be taking part in a sport with a horse.
The answer is no.

QUESTION: Given the sentence "A man with an orange hat walks down a railroad track." is it true that "A person with an orange hat walks down a railroad track."?

Let's solve it slowly: The man in the orange hat walked down the railroad track.
The answer is yes.

[QUESTION] Test for natural language inference.
Premise: "Lady walking past a driving taxi."
Hypothesis: "A woman is standing alone in a field."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
If one is walking they are not standing. If one walks past a driving taxi then one is not alone.
The answer is no.

Q: Test for natural language inference.
Premise: "A man with a blue polo is standing in front of a taxi."
Hypothesis: "A naked man is standing in front of a taxi."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A:
A man cannot wear a blue polo and be naked at the same time.
The answer is no.