Premise: A small brown dog plays with a ball on the beach.

Hypothesis: A man carries a jug of milk.
Relation: contradiction

Hypothesis: A dog plays with a ball on the sand.
Relation: entailment

Hypothesis: A dog plays with a ball that it found in the water.
Relation: neutral