Premise: The brown dog splashes through the water.

Hypothesis: There is an animal in the water.
Relation: entailment

Hypothesis: A dog is rolling in horse manure.
Relation: contradiction

Hypothesis: The dog is chasing something and has to go through the water to get to it.
Relation: neutral