QUESTION: Test for natural language inference.
Premise: "A man in a blue shirt is sitting in a crowded setting beside a woman in a red dress that is looking out the window as they are surrounded by other people."
Hypothesis: "A dog with a tie on is sitting next to a cat."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: One refers to a man. the other refers to a dog.
The answer is no.

[QUESTION] Given the sentence "A woman is talking to a child in a carriage that she is pushing." is it true that "A woman is taking her child for a stroll."?
A child with a woman does not imply the child is the woman's.
The answer is it is not possible to tell.

Q: Premise: "A male dressed in blue is carrying things in both hands."
Hypothesis: "A man in coveralls is carrying buckets of water out to the stable."
Do we know that the hypothesis entailed by the premise?
A: A male dressed in blue is not necessarily wearing coveralls. A male carrying things in both hands is not necessarily carrying buckets of water. A male carrying things in both hands is not necessarily carrying those things out to the stable.
The answer is it is not possible to tell.

QUESTION: Can we conclude from "A woman lifting weights while working out." that "The woman is sitting on her couch."?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: The woman cannot be sitting and lifting weights in two different activities.
The answer is no.

[QUESTION] Test for natural language inference.
Premise: "A cop is standing next to a person dressed like a clown."
Hypothesis: "The police officer is beating the clown."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
If one person is beating another he can't be said to be standing next to them.
The answer is no.

Q: Given the sentence "Two men carrying a briefcase talk to another man in a white t-shirt on a porch." can we conclude that "Some of the men are businessmen."?
Options:
- yes
- it is not possible to tell
- no
A:
Just because the mean are carrying briefcases does not mean they are businessmen.
The answer is it is not possible to tell.