Premise: Two people walking down a narrow alley with large buildings on each side.

Hypothesis: Two people are walking down an alley.
Relation: entailment

Hypothesis: Two people are walking down an alley on their way home from work.
Relation: neutral

Hypothesis: Two people are sitting in an alley.
Relation: contradiction