QUESTION: Given the sentence "A sheepdog is rounding up a herd of sheep." can we conclude that "The sheep are running from the sheepdog."?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: Just because the sheepdog is rounding up the sheep doesn't mean the sheep are running from it.
The answer is it is not possible to tell.

[QUESTION] Given the sentence "Two people swim alone in a pool surrounded by empty lounge chairs." is it true that "Two people swim alone."?
Swimming alone in a pool surrounded by chairs is more specific than swimming alone.
The answer is yes.

Q: Test for natural language inference.
Premise: "Two guys doing some karate moves on a mat."
Hypothesis: "The guys are asleep."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: The guys can not be doing some karate moves if they are asleep.
The answer is no.

QUESTION: Premise: "A father and children ride bikes in city street."
Based on this premise, can we conclude that the hypothesis "The family is riding their bikes to the park." is true?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: Although they are riding bikes in the city street there is no mention of where they are going or that they are going to the park.
The answer is it is not possible to tell.

[QUESTION] Test for natural language inference.
Premise: "A woman in paint-splattered blue coveralls adds artwork to a window of a business."
Hypothesis: "The woman is painting artwork on the window."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
Just because her clothes are paint-splattered and she is putting artwork in the window does not necessarily mean that she is painting artwork.
The answer is it is not possible to tell.

Q: Test for natural language inference.
Premise: "A young asian boy is text messaging on his phone."
Hypothesis: "A boy is text messaging."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A:
The boy is Asian. The phone is used for text messaging.
The answer is yes.