Premise: The brown dog stands in the water and shakes off.

Hypothesis: The dog is shaking off water.
Relation: entailment

Hypothesis: The dog is playing in the water and pauses to shake off some mud.
Relation: neutral

Hypothesis: A man is sleeping alone in his dark room.
Relation: contradiction