Premise: A couple in bathing suits are holding hands and walking down the beach.

Hypothesis: A couple is sitting in a diner eating food.
Relation: contradiction

Hypothesis: A pair of people are walking on some sand.
Relation: entailment

Hypothesis: A couple is walking down an empty beach while watching the sunset.
Relation: neutral