context: There is a very good chance that Lily is a frog. There is almost no chance that Brian is white. It is almost certain that John went to the bedroom.
hypothesis: There is a very good chance that either John went to the bedroom, or Lily is a frog.
valid_hypothesis: It is probably not the case that either John went to the bedroom, or Lily is a frog.
invalid_hypothesis: There is a very good chance that either John went to the bedroom, or Lily is a frog.
hypothesis_assertion: Either John went to the bedroom, or Lily is a frog.