Premise: A girl in a cape along with other costumed children

Hypothesis: The children are superheroes and are saving the planet from Loki and his nefarious plans.
Relation: contradiction

Hypothesis: The children are in costume.
Relation: entailment

Hypothesis: The children are trick or treating.
Relation: neutral