Q: Given the sentence "Three people walk past a construction zone fenced off with orange plastic fencing." is it true that "Three people are running past a construction zone."?
A: People who is running can not walk at the same time.
The answer is no.

QUESTION: Test for natural language inference.
Premise: "A man in the desert."
Hypothesis: "A man is standing in sand."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: The man in the desert must be standing in sand since the desert is full of sand.
The answer is yes.

[QUESTION] Premise: "An old man and woman peer at something in the sky."
Hypothesis: "Two people have their attention on something above them."
Do we know that the hypothesis entailed by the premise?
If it is in the sky it's above them. One man and one woman is people. If they peer at something they are looking at it.
The answer is yes.

Q: Premise: "A yellow-shirted runner runs with a number pinned to their shirt."
Hypothesis: "A naked runner has a number pinned to his beard."
Do we know that the hypothesis entailed by the premise?
A: One can either be yellow-shirted or naked. It can either be pinned to their shirt or their beard.
The answer is no.

QUESTION: Premise: "A group of people are looking at the river."
Hypothesis: "There is people path at the river."
Do we know that the hypothesis entailed by the premise?

Let's solve it slowly: People don't refer to a river or looking at a river as a path.
The answer is no.

QUESTION: Given the sentence "The young boy was playing with his train set." is it true that "A young boy was putting away a trainset."?

Let's solve it slowly:
If someone is playing with a train set then they are not putting it away at the same time.
The answer is no.