Premise: a boy wearing white shorts, walks through the water.

Hypothesis: A boy is sitting in the water.
Relation: contradiction

Hypothesis: A boy is walking in the water.
Relation: entailment

Hypothesis: A boy is walking in the ocean water.
Relation: neutral