Q: Can we conclude from "A woman in an orange shirt is taking part in physical activity on the beach." that "A fun time at the beach."?
Options:
- yes
- no
- it is not possible to tell
A: Taking part in physical activity on the beach is considered fun time.
The answer is yes.

QUESTION: Premise: "A man grins and holds up a white coffee cup while sitting near a tree."
Hypothesis: "There is a man and a tree."
Is the hypothesis entailed by the premise?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: Sitting near a tree shows that there is a man and a tree.
The answer is yes.

[QUESTION] Test for natural language inference.
Premise: "This shows a group of people standing in a crowded street but with several people including 4 women and a black male standing by a table that has some papers and a couple of coffee cups on it."
Hypothesis: "A large group of people is preparing for a political rally."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A group could be doing many things besides a political rally.
The answer is it is not possible to tell.

Q: If "A fabricator welds on a steel girder." does that mean that "A welder is hard at work."?
Options:
- yes
- it is not possible to tell
- no
A: A fabricator is welding on a steel girder therefore they are a welder.
The answer is yes.

QUESTION: Given the sentence "A little boy plays with a water toy while others watch." can we conclude that "Others watch a little boy as he runs a race."?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly: One does not play with a water toy while one runs a race.
The answer is no.

QUESTION: Test for natural language inference.
Premise: "Woman and kids having picnic in a park."
Hypothesis: "A family eating dinner in their home."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly:
The family are either in the park or at home but they cannot be in both places at the same time.
The answer is no.