context: a crowd gather together, all looking in the same direction.
hypothesis: It is improbable that a large crowd are preparing to watch the parade.
valid_hypothesis: It is improbable that a large crowd are preparing to watch the parade.
invalid_hypothesis: It is probable that a large crowd are preparing to watch the parade.
hypothesis_assertion: A large crowd are preparing to watch the parade.