context: We believe that John went to the hallway. It is probable that Brian is a frog. It is almost certain that Winona is a wolf.
hypothesis: It is impossible that brian is a frog, or John went to the hallway.
valid_hypothesis: It is almost certain that brian is a frog, or John went to the hallway.
invalid_hypothesis: It is impossible that brian is a frog, or John went to the hallway.
hypothesis_assertion: Brian is a frog, or John went to the hallway.