[QUESTION] Given the sentence "Two men in orange vests work in road construction." is it true that "The workers are working on a roof."?
Workers could mean more than 2 men. A road is not on a roof.
The answer is no.

Q: Premise: "A man in a green hat dozes while riding the train."
Hypothesis: "A man wears a green hat."
Do we know that the hypothesis entailed by the premise?
A: In a hat is the same as saying someone wears a hat.
The answer is yes.

QUESTION: Given the sentence "Yellow barriers are lined up and men are walking on both sides of them." is it true that "The men are going to work."?

Let's solve it slowly: Walking on both sides of yellow barriers does not mean going to work.
The answer is it is not possible to tell.

[QUESTION] Given the sentence "A dog runs in a yard with a deflated ball in its mouth." is it true that "The dog broke the ball."?
Deflated ball in its mouth does not necessarily mean the dog broke the ball.
The answer is it is not possible to tell.

Q: Premise: "Bride and groom cutting the cake."
Hypothesis: "People smash their faces into cake."
Is the hypothesis entailed by the premise?
Options:
- yes
- it is not possible to tell
- no
A: People can't smash their faces into cake as the bride and groom cut the cake.
The answer is no.

[QUESTION] Test for natural language inference.
Premise: "A dozen people at a house party in a living room decorated with a british flag."
Hypothesis: "They are celebrating the new royal addition the royal family."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
The fact that a dozen people at a house party in a living room decorated with a British flag doesn't imply that they are celebrating the new Royal addition to the royal family.
The answer is it is not possible to tell.