Premise: A black dog walking through water.

Hypothesis: A man throws a ball to a boy.
Relation: contradiction

Hypothesis: A black dog is walking through water to catch a fish.
Relation: neutral

Hypothesis: The water has a black dog walking through it.
Relation: entailment