Premise: a large group of dogs walking in a body of water.

Hypothesis: A large group of dogs are swimming in deep water.
Relation: contradiction

Hypothesis: Animals are walking around in some water.
Relation: entailment

Hypothesis: An owner walks his dogs in shallow water at the beach.
Relation: neutral