Premise: A man and woman walking away from a crowded street fair.

Hypothesis: There are a couple people walking down a street.
Relation: entailment

Hypothesis: There is a man and woman holding hands.
Relation: neutral

Hypothesis: There are a group of men walking together.
Relation: contradiction