premise: Two men standing on a sidewalk with a tiny dog with a pink lacy collar on. hypothesis: Two men are walking their dog down the sidewalk before eating.
neutral: It is not implied that the tiny dog is their dog. It is not implied that the men and dog are walking down the sidewalk before eating.