Premise: A man and a woman are walking arm in arm up steps.

Hypothesis: Two people are walking up stairs with their arms linked.
Relation: entailment

Hypothesis: A man and woman are walking arm in arm down some steps.
Relation: contradiction

Hypothesis: A man and woman are talking to each other while walking up steps arm in arm.
Relation: neutral