Premise: The lady is walking through the water.

Hypothesis: The lady wades in the water.
Relation: entailment

Hypothesis: The woman is swimming through the water.
Relation: contradiction

Hypothesis: The woman in the swimsuit is in the ocean.
Relation: neutral