QUESTION: Premise: "A woman in shadow looks at the camera while the one in the sun looks at a book."
Hypothesis: "Two women are in this picture."
Do we know that the hypothesis entailed by the premise?

Let's solve it slowly: To woman can look to the camera or a book when taken a picture.
The answer is yes.

[QUESTION] Test for natural language inference.
Premise: "A group of people sit on a bench outside that looks like a tree trunk."
Hypothesis: "A group of people sleeping on wooden benches."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
Either the group sit on a single bench or they are sleeping on multiple benches. One bench cannot accommodate one group in this instance.
The answer is no.

Q: Test for natural language inference.
Premise: "Boy in black shirt on one foot standing on metal rail above green grass on right and black pavement on left."
Hypothesis: "A young boy was standing on a metal rail and shouting at the top of his lungs."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: Standing on a metal rail does not imply he is shouting at the top of his lungs.
The answer is it is not possible to tell.

QUESTION: Premise: "A woman in a green winter coat stands with a cart in the middle of a department store isle."
Hypothesis: "A woman in shorts runs through a department store."
Do we know that the hypothesis entailed by the premise?

Let's solve it slowly: No one wearing a green winter coat also wears shorts at a department store.
The answer is no.

[QUESTION] Test for natural language inference.
Premise: "The german shepherd dog is running after the white dog while they both are running on the grass."
Hypothesis: "A basket of kittens mews."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
The subject cannot change from a German Shepherd dog to a basket of kittens.
The answer is no.

Q: Given the sentence "The brown dog has an orange ball in its mouth." can we conclude that "The dog is looking at the ball on the ground."?
Options:
- yes
- it is not possible to tell
- no
A:
Either the dog has a ball in it's mouth or the ball is on the ground and the dog is looking at it. The ball cannot occupy two places simultaneously.
The answer is no.