Premise: A man and woman walking down the street with shopping bag.

Hypothesis: A couple just finished shopping at a store and are walking to their car.
Relation: neutral

Hypothesis: A couple is making love while in bed.
Relation: contradiction

Hypothesis: A couple walks down the street.
Relation: entailment