Q: Given the sentence "A large group of people are outside walking in a park area surrounded by trees." can we conclude that "With the majority of the group walking in the same direction."?
Options:
- yes
- it is not possible to tell
- no
A: A group of people ambling about before the start of a concert in a park.
The answer is it is not possible to tell.

QUESTION: Given the sentence "A girl doing something on her cellphone." is it true that "There is a person with a telecommunications device."?

Let's solve it slowly: A girl would also be a person. A cellphone is a type of telecommunications device.
The answer is yes.

[QUESTION] Given the sentence "A shirtless man in white pants is breathing fire in front of spectators in indian style clothing." is it true that "The man is a professional fire breather."?
Someone breathing fire in front of spectators is likely a professional entertaining an audience.
The answer is yes.

Q: Test for natural language inference.
Premise: "A sports newscaster is playing golf on air while two other men look on."
Hypothesis: "A sports newscaster is at a golf range."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: The newscaster is playing golf so he must be at a golf range.
The answer is yes.

QUESTION: Premise: "Workers are wearing hard hats at a construction site while building something with wood."
Hypothesis: "Some men are working on a skyscraper."
Is the hypothesis entailed by the premise?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: Workers are wearing hard hats at a construction site while building something with wood does not indicate that some men are working on a skyscraper.
The answer is it is not possible to tell.

QUESTION: Test for natural language inference.
Premise: "Two women voice their opinions at a political rally."
Hypothesis: "Women sing at a rally."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly:
When you voice you opinion it usually means to talk. Talking and singing are different.
The answer is no.