Premise: There is a chocolate brown dog running in water.

Hypothesis: The dog is catching a frisbee.
Relation: contradiction

Hypothesis: The brown dog is running in water.
Relation: entailment

Hypothesis: The dog is running through the water.
Relation: neutral