QUESTION: Given the sentence "A woman with thick curly blond-hair sits outdoors at a table." is it true that "The woman has straight hair."?

SOLUTION: Let's solve this gradually. Her hair is either curly or straight it can not be both.
Answer is no.

QUESTION: Test for natural language inference.
Premise: "The woman helps her child as the men sit and lay on the bench."
Hypothesis: "Five men play with a child while a woman sits on a bench and watches."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

SOLUTION: Let's solve this gradually. The men that sit is different from the women that sits.
Answer is no.

QUESTION: Given the sentence "Two women with sunhats walk down a city street." is it true that "The women are wearing sunhats."?

SOLUTION: Let's solve this gradually. Two women with sunhats is a rephrasing of women are wearing sunhats.
Answer is yes.

QUESTION: Test for natural language inference.
Premise: "Seven students looking over a balcony."
Hypothesis: "The students looked for their teacher over a balcony."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

SOLUTION:
Let's solve this gradually. Not all students looking over a balcony are looked for their teacher over a balcony.
Answer is it is not possible to tell.