Q: Premise: "A asian male wearing a red shirt is sitting next to a grocery stand selling fruits."
Hypothesis: "Man with fresh fruit stand talking to customers."
Do we know that the hypothesis entailed by the premise?
A: Just because male wearing a red shirt is sitting next to a grocery doesn't mean he is with fresh fruit stand talking to customers.
The answer is it is not possible to tell.

QUESTION: Test for natural language inference.
Premise: "Four small children are being entertained by an accordion player."
Hypothesis: "Four small children are being entertained."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: If the kids are entertained by an accordion player then they are entertained.
The answer is yes.

[QUESTION] Test for natural language inference.
Premise: "A running man receives a bottle of water while running past a group of men."
Hypothesis: "The man is walking."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A man cannot walk and be running past a group of men at the same time.
The answer is no.

Q: If "Two fighters are sparring in a gym full of onlookers." does that mean that "Some people in a gym are watching a fight match between two people."?
Options:
- yes
- it is not possible to tell
- no
A: A fight match between two people can also be called sparring.
The answer is yes.

QUESTION: Premise: "A choir is singing in a park."
Hypothesis: "A choir performs outside."
Is the hypothesis entailed by the premise?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: Not everyone who sings performs. They may just be singing for fun. Not all parks are necessarily outside.
The answer is it is not possible to tell.

QUESTION: Test for natural language inference.
Premise: "Asian street vendors waiting to sell there merchandise."
Hypothesis: "Street vendors are packing up their merchandise for the day."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly:
Street vendors cannot be waiting to sell their merchandise and packing up their merchandise at the same time.
The answer is no.