[QUESTION] Given the sentence "A busy city is filled with cars stuck in traffic along the road." is it true that "And a lone man notices the traffic jam."?
A reporter for the local news looks at the highway traffic.
The answer is it is not possible to tell.

Q: Test for natural language inference.
Premise: "A family sits by a handbag shop at a crowded plaza as the two girls consult a magazine."
Hypothesis: "Some people wait by a store in the mall while the younger girls read a book."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: Family means some people and shop is a synonym for store.
The answer is yes.

QUESTION: Test for natural language inference.
Premise: "A man looking down wearing racing clothes with a motorcycle to the right."
Hypothesis: "A man in the middle of a horse race."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: A man can't be racing horse race while standing next to a motorcycle.
The answer is no.

[QUESTION] Can we conclude from "A person is walking in the distance of a yellow bridge." that "A person is on a bridge."?
Options:
- yes
- no
- it is not possible to tell
Walking in the distance of the bridge implies being on a bridge.
The answer is yes.

Q: Test for natural language inference.
Premise: "Two bicyclists pass one another on a pathway."
Hypothesis: "Two men talk about politics."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
A: You cannot pass a person and talk at the same time.
The answer is no.

[QUESTION] Given the sentence "A police officer with a riot shield protects civilians." can we conclude that "A police officer holding a defense mechanism."?
Options:
- yes
- it is not possible to tell
- no
Someone who protects civilians is using a defense mechanism to protect.
The answer is yes.