Premise: A woman at a bakery is baking pastries.

Hypothesis: A man at a bakery is baking pastries.
Relation: contradiction

Hypothesis: A female at a bakery is baking pastries.
Relation: entailment

Hypothesis: A fat woman at a bakery is baking pastries.
Relation: neutral