Premise: A couple is walking away from a building.

Hypothesis: People are walking in a direction away from a building.
Relation: entailment

Hypothesis: A couple is walking into a building.
Relation: contradiction

Hypothesis: A newly wed couple is walking away from the chapel.
Relation: neutral