Premise: Lady walking past a man on a bench who is watching her.

Hypothesis: A man is baking cookies.
Relation: contradiction

Hypothesis: A man is watching a woman walk by.
Relation: entailment

Hypothesis: A man waves at a woman walking by.
Relation: neutral