Premise: Women walking down sidewalk and have been shopping.

Hypothesis: The women are walking along the highway.
Relation: contradiction

Hypothesis: The women were shopping.
Relation: entailment

Hypothesis: The women were shopping for birthday gifts.
Relation: neutral