Premise: a black dog plays in the water.

Hypothesis: A brown calf plays in the water.
Relation: contradiction

Hypothesis: A black dog plays in a rain puddle.
Relation: neutral

Hypothesis: There's a black dog in a pool of water.
Relation: entailment