Premise: A lone person is walking on the sidewalk.

Hypothesis: A woman sits on a park bench.
Relation: contradiction

Hypothesis: A person walking to their next destination.
Relation: neutral

Hypothesis: A person walking down a paved walkway.
Relation: entailment