Premise: The large brown dog is paddling in the water.

Hypothesis: There are no animals in the water.
Relation: contradiction

Hypothesis: A dog is swimming.
Relation: entailment

Hypothesis: A dog is swimming in the Chattahoochee River.
Relation: neutral