QUESTION: Given the sentence "Construction men fixing the freeway of an underpass." is it true that "Construction men decide to go to a pub."?

Let's solve it slowly: The pub is not located at the freeway of the underpass so the men cannot be in two places at once.
The answer is no.

[QUESTION] Given the sentence "The blacksmith checks the fire pit to see if it is hot enough." is it true that "A group of blacksmiths are making horseshoes."?
One blacksmith does not indicate a group of blacksmiths. Checking a fire pit does not imply the making of horseshoes.
The answer is it is not possible to tell.

Q: Given the sentence "A baby in a stroller." can we conclude that "And several men sit below a structure that is casting striped shadows on them."?
Options:
- yes
- it is not possible to tell
- no
A: Some men babysit a baby outside of a an apartment building.
The answer is it is not possible to tell.

QUESTION: Test for natural language inference.
Premise: "People sitting around in a semi circle all looking in the same direction."
Hypothesis: "There is something coming in the direction where they are looking."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: Something could be heading a way or stationary like a movie screen.
The answer is it is not possible to tell.

[QUESTION] Premise: "A man is giving a speech in front of a crowd."
Hypothesis: "The woman gives a speech."
Is the hypothesis entailed by the premise?
Options:
- yes
- it is not possible to tell
- no
The person giving a speech must be either a man or a woman.
The answer is no.

Q: Premise: "Three soldiers are marching in formation with guns held vertically towards the sky."
Based on this premise, can we conclude that the hypothesis "A few soldiers are marching during basic training." is true?
Options:
- yes
- it is not possible to tell
- no
A:
The training does not indicate reasoning for the soldiers to be holding guns to the sky.
The answer is it is not possible to tell.