Q: Premise: "A blond old woman wearing sunglasses looking over a ledge."
Hypothesis: "A woman is looking over a ledge at a field."
Is the hypothesis entailed by the premise?
Options:
- yes
- it is not possible to tell
- no
A: The woman looking over the ledge does not mean she is looking at the field.
The answer is it is not possible to tell.

QUESTION: Given the sentence "Three black people in a fish shop with one woman cutting apart a fish." is it true that "The woman is slicing the tuna."?

Let's solve it slowly: There are three black people in a fish shop; one woman was slicing the tuna.
The answer is it is not possible to tell.

[QUESTION] Given the sentence "Brunette girl with backpack readying a colorful kite." is it true that "Girl is outside on a windy day."?
Just because the brunette girl is readying a colorful kite it doesn't mean she is outside on a windy day. She may be at her kitchen table readying the kite for adventures tomorrow.
The answer is it is not possible to tell.

Q: Test for natural language inference.
Premise: "Two dogs run and play together on a narrow dirt path in the middle of a field."
Hypothesis: "Two animals are playing in the dirt in a field."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: Two dogs are animals as part of the total description of them playing together in (narrow) dirt (path) in (middle) a field.
The answer is yes.

QUESTION: Given the sentence "A little boy wearing a superman shirt is enjoying his time at a social gathering." is it true that "The boy is enjoying the event."?

Let's solve it slowly: A social gathering is a type of event where people are usually enjoying a great time.
The answer is yes.

QUESTION: Given the sentence "A dog and a red ball in the air." is it true that "The dog and the red ball are in the air."?

Let's solve it slowly:
Dog and a red ball are a rephrase of dog and the red ball.
The answer is yes.