[QUESTION] Can we conclude from "A man is giving a speech." that "A man is speaking to an audience."?
Options:
- yes
- no
- it is not possible to tell
Giving a speech is the same as speeking to an audience.
The answer is yes.

Q: If "A woman carrying an orange bag is walking down the street with her white dog." does that mean that "The woman is walking outside."?
Options:
- yes
- it is not possible to tell
- no
A: The street is outside and there is a woman walking outside.
The answer is yes.

QUESTION: Can we conclude from "A very happy boy signs a large piece of paper with plethora names on it." that "The boy is writing a name."?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: The boy writing a name refers to very happy boy signing a large piece of paper with plethora names on it.
The answer is yes.

[QUESTION] Test for natural language inference.
Premise: "There is a man in a blue shirt cleaning the street."
Hypothesis: "The man is on the street."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A man who is cleaning the street will spend most of his time on the street.
The answer is yes.

Q: Test for natural language inference.
Premise: "A young child playing a handheld electronic."
Hypothesis: "A young child plays with a handheld toy."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: The common act performed here is that the young child is playing with some handheld electronic. Since it is an instrument that can be played with can be implied as toy.
The answer is yes.

[QUESTION] Given the sentence "Girl wearing black shirt and purple shorts swings on rope on boat." can we conclude that "A girl is sitting at her desk in school."?
Options:
- yes
- it is not possible to tell
- no
You cannot be at school and on a boat at the same time.
The answer is no.