Q: Test for natural language inference.
Premise: "An older woman in a black coat and a white knit beret converses with an older man in a tan scooter hat and a green coat on the sidewalk near storefronts."
Hypothesis: "The couple is shopping for christmas presents."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: A man and woman does not imply a couple and converses does not imply shopping.
The answer is it is not possible to tell.

QUESTION: Test for natural language inference.
Premise: "African woman in green shirt talking with white man in white shirt at a table with beer."
Hypothesis: "Two girls are drinking beer."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: Either two girls or a couple of woman and man drinking beer.
The answer is no.

[QUESTION] Premise: "A young boy is beginning to shoot a basketball as a crowd watches the basketball court."
Hypothesis: "A young boy is about to make the shot."
Do we know that the hypothesis entailed by the premise?
Not all young boy about to make the shot is playing basketball.
The answer is it is not possible to tell.

Q: Premise: "An elderly man and woman observe a wooden contraption with a tube."
Hypothesis: "Two people are looking through a tube."
Do we know that the hypothesis entailed by the premise?
A: An elderly man and a woman are both people and there are two of them.
The answer is yes.

QUESTION: If "A young girl smiles as she walks in a parade boding orange and white." does that mean that "The girl is outside."?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: The girl walks in a parade so she is almost certainly outside.
The answer is yes.

QUESTION: Premise: "A young girl looks at things in an archway."
Hypothesis: "The girl is driving a steamship."
Do we know that the hypothesis entailed by the premise?

Let's solve it slowly:
The girl cannot both look at (a static action) and be driving (involving movement).
The answer is no.