Q: Test for natural language inference.
Premise: "A dark colored dog running in a field with multilple birds in the background."
Hypothesis: "The dog and the birds are playing a game with each other."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: The animals cannot possibly be with each other if the birds are in the background.
The answer is no.

QUESTION: Premise: "Beautiful snowy landscape with people treading through the snow."
Based on this premise, can we conclude that the hypothesis "There is a beautiful snowy landscape with many people." is true?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: You can't imply there are many people treading through the snow since it is cold out.
The answer is it is not possible to tell.

[QUESTION] Premise: "Several people listening to a woman in a office or classroom."
Based on this premise, can we conclude that the hypothesis "Several teachers watch students perform a play on a stage or theater." is true?
Options:
- yes
- it is not possible to tell
- no
An office or a classroom is not a stage or theater.
The answer is no.

Q: Test for natural language inference.
Premise: "An older couple walk in the marketplace."
Hypothesis: "A couple is walking together."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: If a couple are Walking in a market it's usually together.
The answer is yes.

QUESTION: Test for natural language inference.
Premise: "People on a sidewalk looking into shop windows while other people just keep walking."
Hypothesis: "The people are breaking the windows and looting the shops."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: People are either looking into shop windows or breaking the windows but not both simultaneously.
The answer is no.

QUESTION: Given the sentence "A girl is sunning herself with a purple towel over her face." can we conclude that "The girl is at the beach."?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly:
A girl sunning herself does not necessary imply at the beach.
The answer is it is not possible to tell.