Premise: A man and a woman walk down a gray stone walkway.

Hypothesis: Two men are in a car.
Relation: contradiction

Hypothesis: A married couple are on their way to dinner.
Relation: neutral

Hypothesis: Two people are walking together.
Relation: entailment