Premise: A woman is walking in the city holding a shopping bag.

Hypothesis: A woman carries a bag as she walks.
Relation: entailment

Hypothesis: The woman is pushing a cart down the road.
Relation: contradiction

Hypothesis: The woman has a bag filled with fruit from the market.
Relation: neutral