Premise: Brown dog treads through water.

Hypothesis: Brown dog is sleeping next to the water
Relation: contradiction

Hypothesis: Brown dog treads through water as he is soaked in water
Relation: entailment

Hypothesis: Brown dog treads through water as he swims towards shore
Relation: neutral