context: A dog attacking a man wearing protective gear.
hypothesis: It is probable that he was training a police dog.
valid_hypothesis: It is probable that he was training a police dog.
invalid_hypothesis: It is highly unlikely that he was training a police dog.
hypothesis_assertion: He was training a police dog.