Q: Can we conclude from "A young man wearing nail polish and sitting on the floor is looking through a book while a young woman stands over him." that "A man looks at a book."?
Options:
- yes
- no
- it is not possible to tell
A: Looks at a book is rephrasing of looking through a book.
The answer is yes.

QUESTION: Premise: "A couple of children playing in the shallow water with an upraised house nearby."
Hypothesis: "Children throwing stones on the ground."
Is the hypothesis entailed by the premise?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: Playing is a very general phrase which could mean many thing where throwing stones is a very specific activity.
The answer is no.

[QUESTION] If "A sexy middle-age lady got her photo taken in front of a building." does that mean that "The milf took a selfie in front of the building."?
Options:
- yes
- it is not possible to tell
- no
Not all sexy middle age ladies are MILF. A lady got her photo taken doesn't necessarily mean photo taken by a selfie.
The answer is it is not possible to tell.

Q: Test for natural language inference.
Premise: "A young swimmer sits in a bathing suit and waits for the next race."
Hypothesis: "The yound girl is happy to compete."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: Waits for the next race does not imply happy to compete.
The answer is it is not possible to tell.

QUESTION: Can we conclude from "Two women wearing blue jeans are walking outside." that "Two ladies are eating food while sitting down."?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: Women cannot be walking outside as they are sitting down eating food.
The answer is no.

QUESTION: Test for natural language inference.
Premise: "A man and a woman are sorting through laundry with latex gloves on."
Hypothesis: "A man and a woman are having a romantic dinner."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly:
The man and woman can't be sorting through laundry and having a romantic dinner at the same time.
The answer is no.