Premise: A black dog holding an orange object in the water.

Hypothesis: A dog is trying to peel an orange in the water.
Relation: contradiction

Hypothesis: A dog holds an object in the water.
Relation: entailment

Hypothesis: A dog holds a life jacket in its mouth in the water
Relation: neutral