Q: Test for natural language inference.
Premise: "A brown and black dog laying on a gray plushie in front of a tv showing breaking news."
Hypothesis: "Two dogs laying by the tv."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: The two dogs are brown and black and in order to be in front of a TV one has to be by the TV.
The answer is yes.

QUESTION: Given the sentence "Five dogs are racing on a dirt track." is it true that "Five dogs are locked up in a cage."?

Let's solve it slowly: If dogs are locked up in a cage they cannot be racing.
The answer is no.

[QUESTION] Given the sentence "Women pull on yarn-like strings of another woman's plaid bag." is it true that "A group of women play volleyball in the sand."?
The women that pull on yarn-like strings of another woman's plaid bag cannot be the same that play volleyball.
The answer is no.

Q: Given the sentence "A woman in a red floral dress with cardigan takes a photo on a nature trail while holding a rainbow umbrella." is it true that "A woman is outdoors hiking a secluded trail."?
A: A woman can be on a trail without it being on a secluded trail.
The answer is it is not possible to tell.

QUESTION: Given the sentence "Two workers in construction working together to accomplish task." can we conclude that "Two construction workers finishing a project."?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: They are trying to accomplish the task by finishing the project.
The answer is yes.

QUESTION: Test for natural language inference.
Premise: "A man with a machete chopping big blocks of ice."
Hypothesis: "He is outside."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly:
Just because he is chopping blocks of ice does not mean that he is outside.
The answer is it is not possible to tell.