QUESTION: Premise: "Two women wave flags in a tunnel."
Based on this premise, can we conclude that the hypothesis "The women hold the flags in the tunnel were part of a roadwork crew." is true?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: Not all woman who wave flags in a tunnel are necessarily part of a roadwork crew.
The answer is it is not possible to tell.

[QUESTION] Test for natural language inference.
Premise: "A showman serenades his guests at a hawaiian resort."
Hypothesis: "A showman is singing to his guests in hawaii."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A showman serenades is singing and they are at a Hawaiian resort so they are in Hawaii.
The answer is yes.

Q: Premise: "A family enjoying a day at the beach."
Hypothesis: "A family outside."
Do we know that the hypothesis entailed by the premise?
A: A beach is outside so if a family is at the beach then the family is outside.
The answer is yes.

QUESTION: Test for natural language inference.
Premise: "Three men sit at the counter in a restaurant."
Hypothesis: "Some men sit at the restraunt."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: Three men are some men and the three men sitting in a restaurant.
The answer is yes.

[QUESTION] Premise: "A man with a blue shirt and a straw hat near a creek is smoking a cigarette."
Based on this premise, can we conclude that the hypothesis "A farmer near a creek is smoking a cigarette." is true?
Options:
- yes
- it is not possible to tell
- no
Not every man in a blue shirt and a straw hat is a farmer.
The answer is it is not possible to tell.

Q: Premise: "A woman in a bikini top that has a tattoo on her back is looking to her left."
Based on this premise, can we conclude that the hypothesis "A woman in a swimsuit top is looking to her left." is true?
Options:
- yes
- it is not possible to tell
- no
A:
Being in a bikini top implies that the woman is in a swimsuit top.
The answer is yes.