Premise: The boy who is walking is wearing gray shorts and no shirt.

Hypothesis: The boy is walking to the store.
Relation: neutral

Hypothesis: The boy is walking.
Relation: entailment

Hypothesis: The boy is riding a bike.
Relation: contradiction