QUESTION: Test for natural language inference.
Premise: "Woman sunbathing out on sandy beach under umbrella."
Hypothesis: "The woman is eating at a restaurant."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: A woman cannot be sunbathing on a sandy beach if she is eating at a restaurant.
The answer is no.

[QUESTION] Premise: "A guy dress in a yellow polka dot bikini stands in front of a band playing music."
Hypothesis: "A guy is wearing a bikini."
Is the hypothesis entailed by the premise?
Options:
- yes
- it is not possible to tell
- no
A person who is dress [sic] in a bikini is wearing a bikini.
The answer is yes.

Q: If "A group of standing moped riders look off into the distance." does that mean that "The harley-davidson gang prepares to depart."?
Options:
- yes
- it is not possible to tell
- no
A: The group cannot prepare to depart while standing and looking into the distance.
The answer is no.

QUESTION: Premise: "A man in a black shirt is standing outside the museum campus with an excited expression on his face."
Based on this premise, can we conclude that the hypothesis "The excited man in black is outside the museum waiting for his friends." is true?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: The man can be waiting for people other than his friends.
The answer is it is not possible to tell.

[QUESTION] Test for natural language inference.
Premise: "A mother and her children pose for the camera."
Hypothesis: "The people have their backs turned to the camera."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
Typically if you pose for the camera you would not have your back turned.
The answer is no.

Q: Premise: "Two men on a construction site with a one way sign in the foreground."
Hypothesis: "The men are construction workers."
Do we know that the hypothesis entailed by the premise?
A:
Two men on a construction site are not always construction workers.
The answer is it is not possible to tell.