Premise: A woman in a red dress walking.

Hypothesis: A lady dressed in red is walking.
Relation: entailment

Hypothesis: A naked man is walking towards his friends.
Relation: contradiction

Hypothesis: A woman in a red dress is walking through a crowded room.
Relation: neutral