Q: Premise: "Two shirtless guys playing the beach volleyball."
Hypothesis: "Two guys are playing sports near the water."
Do we know that the hypothesis entailed by the premise?
A: A beach is near water and volleyball is one of the sports.
The answer is yes.

QUESTION: Given the sentence "This young girl is wearing a red and black checkered shirt." is it true that "The shirt is made of cotton."?

Let's solve it slowly: This young girl is wearing a red and black checkered shirt does not indicate that the shirt is made of cotton.
The answer is it is not possible to tell.

[QUESTION] Test for natural language inference.
Premise: "A man in rain gear is sweeping the puddles away on the ground."
Hypothesis: "A man in snow gear is shovelling snow."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A person in rain gear would not also be in snow gear. Sweeping the puddles away is a different action from shoveling snow.
The answer is no.

Q: Premise: "A woman wearing a white top with black pants and shoes is rock-climbing."
Based on this premise, can we conclude that the hypothesis "A woman climbs a rock." is true?
Options:
- yes
- it is not possible to tell
- no
A: Woman climbs a rock is a rephrase of woman described as rock-climbing.
The answer is yes.

QUESTION: Test for natural language inference.
Premise: "Several people wearing orange vests are walking along the railroad tracks."
Hypothesis: "The people are by the tracks."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: Several people are people and walking along the railroad tracks is another form of being by the tracks.
The answer is yes.

QUESTION: Premise: "A group of construction workers going down a flight of stairs."
Based on this premise, can we conclude that the hypothesis "Men and women walked down the stairs." is true?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly:
The group of constructions workers doesn't necessarily consist of both men and women.
The answer is it is not possible to tell.