Premise: A dog is running through the water chasing after a ball.

Hypothesis: A dog is running through water.
Relation: entailment

Hypothesis: A dog is carrying a stick through the forest.
Relation: contradiction

Hypothesis: A dog is chasing a tennis ball his owner threw into the water.
Relation: neutral