[QUESTION] Premise: "Two men touching up some graffiti."
Based on this premise, can we conclude that the hypothesis "Two men touching up graffiti." is true?
Options:
- yes
- it is not possible to tell
- no
Two men touching up some graffiti are touching up graffiti regardless of the amount.
The answer is yes.

Q: Test for natural language inference.
Premise: "A man wearing a navy blue shirt is inside a room talking while standing next to many books."
Hypothesis: "A man is talking about the pile of books that his next to him."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: While standing next to many books does not imply that a man is talking about the piles of books.
The answer is it is not possible to tell.

QUESTION: Premise: "An indian woman in traditional garb walks by with an umbrella."
Hypothesis: "A woman is protecting herself with an umbrella."
Do we know that the hypothesis entailed by the premise?

Let's solve it slowly: The woman is protecting herself with an umbrella because she is with an umbrella.
The answer is yes.

[QUESTION] Test for natural language inference.
Premise: "A woman wearing all white clothes and large sunglasses stands in front of a purple bus."
Hypothesis: "A woman not wearing sunglasses standing in front of a giant booger."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A woman who is said to be not wearing sunglasses cannot be wearing it.
The answer is no.

Q: Premise: "A boy wearing an orange shirt is playing on a swing."
Based on this premise, can we conclude that the hypothesis "A boy is playing in a treehouse." is true?
Options:
- yes
- it is not possible to tell
- no
A: A boy on a swing cannot also be in a treehouse.
The answer is no.

[QUESTION] Given the sentence "Young women paint a large map outdoors." is it true that "The females are painting outdoors."?
Painting is another form of paint. Females is a synonym of women.
The answer is yes.