QUESTION: Premise: "A lady with a purple mohawk and red sleeveless shirt pointing and laughing."
Hypothesis: "A fat lady with a purple mohawk and red sleeveless shirt pointing and laughing."
Do we know that the hypothesis entailed by the premise?

Let's solve it slowly: A lady with a purple mohawk and red sleeveless shirt pointing and laughing does not imply the lady is fat.
The answer is it is not possible to tell.

[QUESTION] Premise: "A woman in a white blouse stands in front of a crowd of seated children."
Hypothesis: "A woman is choking."
Do we know that the hypothesis entailed by the premise?
A choking woman would not be standing in front of a crowd of seated children.
The answer is no.

Q: Test for natural language inference.
Premise: "A dark colored dog running in a field with multilple birds in the background."
Hypothesis: "The dog and the birds are playing a game with each other."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: The animals cannot possibly be with each other if the birds are in the background.
The answer is no.

QUESTION: Premise: "A man and woman in middle-eastern dress are running down a street."
Based on this premise, can we conclude that the hypothesis "Two people wearing clothing associated with the middle east running down a street in russia." is true?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: If you're Middle-Eastern you wouldn't normally be in Russia. It can't be implied.
The answer is it is not possible to tell.

[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
Going to town on a drum kit implies they are performing.
The answer is yes.

Q: Test for natural language inference.
Premise: "A group of three young adults stopped to pose for a picture outside a clothing shop."
Hypothesis: "Three teenage girls are shopping for new clothes."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A:
Being outside a clothing shop does not imply shopping for new clothes.
The answer is it is not possible to tell.