premise: Two people are dressed in animal costumes and are walking down a street. hypothesis: Two people in animal costumes are walking.
entailment: The two people are walking in costumes.  Costumes are worn for Halloween trick or treating.  Halloween trick or treating involves walking door to door.  To get to the doors people would be walking walk up and down streets.