QUESTION: Given the sentence "A young blond woman with a golden flower sits on a bench with a black man in a bowler hat near a bearded white man." is it true that "The woman is holding flowers."?

Let's solve it slowly: A woman with a flower implies that she is holding flowers.
The answer is yes.

[QUESTION] Test for natural language inference.
Premise: "Someone is swimming in a pool."
Hypothesis: "Someone is in a swim race."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
Swimming in a pool does not imply that the swimmer is in a race.
The answer is it is not possible to tell.

Q: Premise: "Two boys are reading a book in the bathroom."
Based on this premise, can we conclude that the hypothesis "Two boys in the bathroom." is true?
Options:
- yes
- it is not possible to tell
- no
A: Boys reading in the bathroom is equivalent to the boys being in the bathroom.
The answer is yes.

QUESTION: Premise: "Several men in silver suits are riding bicycles across a street."
Based on this premise, can we conclude that the hypothesis "The men are part of a street entertainment group." is true?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: Not all men in silver suits riding bicycles across a street are in street entertainment group.
The answer is it is not possible to tell.

[QUESTION] Premise: "Fisherman wearing a poncho and hat sitting at the edge of the water."
Hypothesis: "The fisherman wearing a poncho is holding a fishing rod."
Is the hypothesis entailed by the premise?
Options:
- yes
- it is not possible to tell
- no
It mentions the men fishing but not holding a fishing rod.
The answer is it is not possible to tell.

Q: Premise: "A woman walking down the street."
Hypothesis: "A woman is on her way to a party."
Is the hypothesis entailed by the premise?
Options:
- yes
- it is not possible to tell
- no
A:
A woman can walk down a street for many reasons therefore it cannot be assumed that the woman is on her way to a party.
The answer is it is not possible to tell.