Premise: a woman in a brown dress looking at papers in front of a class.

Hypothesis: A woman is checking out papers.
Relation: entailment

Hypothesis: A woman checking papers is a teacher.
Relation: neutral

Hypothesis: A woman in a brown dress is a murderous clown at a birthday party.
Relation: contradiction