Premise: A gray dog chasing a brown dog in shallow water.

Hypothesis: Two dogs are getting a bath in shallow water.
Relation: neutral

Hypothesis: Two cats are in deep water.
Relation: contradiction

Hypothesis: A dog is chasing another dog in the water.
Relation: entailment