Premise: A woman marches with a pair of dogs.

Hypothesis: The woman has a dog walking business.
Relation: neutral

Hypothesis: A woman is walking some dogs.
Relation: entailment

Hypothesis: The woman is running with some cats.
Relation: contradiction