QUESTION: Test for natural language inference.
Premise: "3 asian kids riding a bike and a bulldozer in the background."
Hypothesis: "They are making an obstacle course for their bicycles."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: Kids can be playing with a bulldozer and not be building an obstacle course.
The answer is it is not possible to tell.

[QUESTION] Premise: "A man leans against a pillar while reading a book."
Hypothesis: "A man is reading a book."
Do we know that the hypothesis entailed by the premise?
Reading a book is a more general version of reading a book while leaning against a pillar.
The answer is yes.

Q: If "A couple taking there dogs on a walk through the park." does that mean that "A couple sitting hand in hand on a bench outside of a building."?
Options:
- yes
- it is not possible to tell
- no
A: A couple usually isn't sitting on a bench holding hands when they walk through a park.
The answer is no.

QUESTION: If "An elderly asian man is looking at a camera in a large gathering of people." does that mean that "An asian man is looking at a camera in a large gathering of people."?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: An Asian man can be elderly while looking at a camera in a large group of people.
The answer is yes.

[QUESTION] Given the sentence "A couple is walking away from a building." is it true that "A couple is walking into a building."?
If someone is walking away from a building then they cannot be walking into a building.
The answer is no.

Q: Premise: "A man with many tattoos and body piercings is swallowing a sword in a performance at an outdoor festival."
Hypothesis: "A tattoed man is swallowing a sword."
Is the hypothesis entailed by the premise?
Options:
- yes
- it is not possible to tell
- no
A:
Man with many tattoos is another way of saying tattooed man.
The answer is yes.