context: There is a very good chance that John went to the hallway. We believe that Lily is a frog. It is impossible that Bernhard is yellow.
hypothesis: It is improbable that lily is a frog, or John went to the hallway.
valid_hypothesis: It is almost certain that lily is a frog, or John went to the hallway.
invalid_hypothesis: It is improbable that lily is a frog, or John went to the hallway.
hypothesis_assertion: Lily is a frog, or John went to the hallway.