Premise: People gathered on a deck while a lady walks by with a bag from a shoe store.

Hypothesis: People are gathered in a kitchen.
Relation: contradiction

Hypothesis: A person walks with a shoe store bag.
Relation: entailment

Hypothesis: A person walks with a brown shoe store bag.
Relation: neutral