Premise: The lady in the black coat is carrying a colorful bag.

Hypothesis: the lady has nothing in her hands.
Relation: contradiction

Hypothesis: the lady is carrying a bag.
Relation: entailment

Hypothesis: the lady is carrying a colorful bag to entertain preschoolers.
Relation: neutral