context: The brown German shepherd dog is playing with a stick.
hypothesis: It is highly unlikely that the dog is playing with a stick on the beach.
valid_hypothesis: It is highly unlikely that the dog is playing with a stick on the beach.
invalid_hypothesis: Chances are about even that the dog is playing with a stick on the beach.
hypothesis_assertion: The dog is playing with a stick on the beach.