Premise: A man and a woman walk with their arms around each other near many columns.

Hypothesis: A married couple wander around a historic mansion.
Relation: neutral

Hypothesis: A couple move around while touching
Relation: entailment

Hypothesis: A couple are screaming at each other from across the room.
Relation: contradiction