QUESTION: Premise: "A female bowler follows through after hurling her bowling ball down the lane."
Hypothesis: "A woman is bowling a perfect game."
Do we know that the hypothesis entailed by the premise?

Let's solve it slowly: Hurling a bowling ball down the lane does not imply bowling a perfect game.
The answer is it is not possible to tell.

[QUESTION] Test for natural language inference.
Premise: "A bunch of employees in red jackets standing around a roped-off area."
Hypothesis: "There are several people wearing red jackets."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
Several employees were wearing red jackets as they were standing around a roped-off area.
The answer is yes.

Q: Can we conclude from "A baseball pitcher prepares to pitch the ball to the batter." that "A basket ball player shoots a basket."?
Options:
- yes
- no
- it is not possible to tell
A: A baseball pitcher is not a basketball player. Pitching the ball is a different action from shooting a basket.
The answer is no.

QUESTION: Test for natural language inference.
Premise: "A man in costume walks in front of a maya shoe store."
Hypothesis: "A man walks past a store."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: To walk past and walks in front of have similar meanings.
The answer is yes.

[QUESTION] Can we conclude from "Woman having difficulties turning her parasail starts to go under." that "The woman is watching tv."?
Options:
- yes
- no
- it is not possible to tell
A woman that is having trouble turning her parasail is not watching TV.
The answer is no.

Q: Test for natural language inference.
Premise: "A smiling little boy runs on freshly mowed grass between a row of trees."
Hypothesis: "The child is running from a bear."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A:
A boy would not be smiling if running from a bear.
The answer is no.