premise: A woman in a sundress walks a small dog on a city sidewalk. hypothesis: An elderly woman walking her large dog in the rain.
neutral: Just because she is a woman does not mean she is elderly.  A small dog is not the same as a large dog.  It is not clear that it is raining outside.