Q: Given the sentence "A lot of people are out on a beach." can we conclude that "A beach is completely empty."?
Options:
- yes
- it is not possible to tell
- no
A: There can't be a lot of people on a beach if the beach is completely empty.
The answer is no.

QUESTION: Can we conclude from "A crowd of people standing on the sidewalk behind a barricade." that "There are people waiting for a concert to begin."?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: The fact that people are standing in the sidewalk doesn't imply that they are waiting for a concert to begin.
The answer is it is not possible to tell.

[QUESTION] Premise: "Two military woman stand on the side of the road in blue uniforms and white hats."
Hypothesis: "Looking at something in the distance."
Do we know that the hypothesis entailed by the premise?
The women on the side of the road are very pretty.
The answer is it is not possible to tell.

Q: Premise: "Soccer players in blue and white fight for the ball in midair."
Hypothesis: "The men are playing soccer."
Do we know that the hypothesis entailed by the premise?
A: Soccer players are men. They fight for the ball as a way to play soccer.
The answer is yes.

QUESTION: Test for natural language inference.
Premise: "A man sits down next to a rusty wall."
Hypothesis: "A man is sitting down."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: One sits down while sitting down regardless of what they are next to.
The answer is yes.

QUESTION: Can we conclude from "A man in a torn gray jacket holding some papers looks downward while standing behind a short-haired man in a brown shirt." that "The men are waiting in line to submit their tax papers."?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly:
These men don't necessarily have to be standing in line somewhere waiting to submit tax papers.
The answer is it is not possible to tell.