context: A black dog is running through a wooded area.
hypothesis: Chances are slight that a black dog with a red collar.
valid_hypothesis: Chances are slight that a black dog with a red collar.
invalid_hypothesis: It is probably the case that a black dog with a red collar.
hypothesis_assertion: A black dog with a red collar.