Premise: man and women holding hands and walking down the street.

Hypothesis: The couple holds hands
Relation: entailment

Hypothesis: man and women holding hands in love walk down the street.
Relation: neutral

Hypothesis: Gay men holding hands and walking down the street.
Relation: contradiction