Q: Can we conclude from "Eight football players are in mid-play as the defense takes down the offense." that "Offence takes down the defense during a football game."?
Options:
- yes
- no
- it is not possible to tell
A: Either the defense takes down the offense or the offense takes down the defense it can either be one or the other.
The answer is no.

QUESTION: Premise: "A woman with bright red-hair standing on the street."
Hypothesis: "A red haired woman is on the street."
Do we know that the hypothesis entailed by the premise?

Let's solve it slowly: Answer: A woman with bright red hair is standing on the street. A red haired woman is on the street.
The answer is yes.

[QUESTION] Premise: "A dog looks on as a woman eats."
Hypothesis: "A dog reclines as a woman sips a drink."
Do we know that the hypothesis entailed by the premise?
Taking sips is when you take drinks and when one eats is when you eat food.
The answer is no.

Q: Premise: "A man holds up an older man as the older man bends down to check out plants."
Hypothesis: "The old man and his son are looking at plants."
Do we know that the hypothesis entailed by the premise?
A: Nothing says that one of the man is the son of the other.
The answer is it is not possible to tell.

QUESTION: Premise: "This is a gas station with a bright sign displaying the price of gasoline."
Hypothesis: "The price of gas has just decreased for the first time in months."
Is the hypothesis entailed by the premise?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: A displayed price does not imply that the price had decreased.
The answer is it is not possible to tell.

QUESTION: Test for natural language inference.
Premise: "A man with a hat is taking a photo in a busy city."
Hypothesis: "A man with no hat is getting his picture taking."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly:
You can't be wearing a hat if you have no hat.
The answer is no.