QUESTION: Can we conclude from "An action shot of a drummer in a plaid shirt going to town on a drum kit in front of a hedge." that "A drummer is performing on his drums."?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: Going to town on a drum kit implies they are performing.
The answer is yes.

[QUESTION] Premise: "People are sitting on benches in a plaza."
Hypothesis: "It is not raining."
Do we know that the hypothesis entailed by the premise?
Just because sitting on benches does not mean it is not raining.
The answer is it is not possible to tell.

Q: Given the sentence "A man in a yellow jacket is riding a horse through the mountains." can we conclude that "A man is riding a bike through the mountains."?
Options:
- yes
- it is not possible to tell
- no
A: Riding a horse is a very different activity than riding a bike.
The answer is no.

QUESTION: Test for natural language inference.
Premise: "A man in a blue striped shirt photographs an interesting sign which is wearing an orange construction cone."
Hypothesis: "A woman in a shirt taking photorgraphs."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: Either a man can be taking photographs or a woman can be taking photographs.
The answer is no.

[QUESTION] If "A man in a blue workers outfit with a yellow construction hat examines the side of a brick building from the top of a ladder." does that mean that "A construction worker examines the graffiti on a wall."?
Options:
- yes
- it is not possible to tell
- no
A man in a blue workers outfit with a yellow construction hat examines the side of a brick building from the top of a ladder does not necessary that a construction worker examines the graffiti on a wall.
The answer is it is not possible to tell.

Q: Premise: "A man is flailing in water while holding up a drink can."
Hypothesis: "There is a man in the water."
Do we know that the hypothesis entailed by the premise?
A:
To be flailing in the waiter can't happen unless you are in the water.
The answer is yes.