Premise: the black dog is running through the water with a red ball in its mouth.

Hypothesis: The dog has no ball in its mouth.
Relation: contradiction

Hypothesis: The dog is running with a ball in its mouth.
Relation: entailment

Hypothesis: The dog is a labrador retriever.
Relation: neutral