Premise: Two people are walking down the street holding hands in the fall.

Hypothesis: A couple is looking for a house.
Relation: neutral

Hypothesis: A couple is outside walking.
Relation: entailment

Hypothesis: A couple is waiting to go outside.
Relation: contradiction