Premise: The little kid sits down in the muddy water.

Hypothesis: A little kid is standing in an empty bathtub.
Relation: contradiction

Hypothesis: The kid's clothes are going to need a good washing afterwards.
Relation: neutral

Hypothesis: The water is not clear.
Relation: entailment