Q: Premise: "A brown spotted dog walks in shallow water."
Hypothesis: "The pet is barking at the front door."
Do we know that the hypothesis entailed by the premise?
A: One cant be barking at a door and walks in water simultaneously.
The answer is no.

QUESTION: Premise: "A woman in a white shirts plays in the leafs with two children."
Based on this premise, can we conclude that the hypothesis "The woman is spending time with the kids outside." is true?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: An assumption can be made that the woman playing with the children is outside.
The answer is yes.

[QUESTION] Test for natural language inference.
Premise: "An airplane is flying low over a field."
Hypothesis: "An airplane is cropdusting."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
An airplane flying low over a field is not necessarily cropdusting.
The answer is it is not possible to tell.

Q: Given the sentence "A man in a red shirt on a board splashes into a body of water while holding a long stick." can we conclude that "A guy is getting wet."?
Options:
- yes
- it is not possible to tell
- no
A: A man on a board splashes water means that someone is getting wet.
The answer is yes.

QUESTION: Premise: "A group of kids are standing on stage in front of an audience ready to perform."
Hypothesis: "A group of kids is about to perform."
Do we know that the hypothesis entailed by the premise?

Let's solve it slowly: The kids are ready to perform which implies that they are about to perform.
The answer is yes.

QUESTION: Given the sentence "A huge group of people crowing a street with hanging stars between the buildings." is it true that "People gathering in the street for a festival."?

Let's solve it slowly:
People hanging stars along the street may not be for a festival.
The answer is it is not possible to tell.