context: It is certain that Lily is a frog. It is almost certain that Julie is in the bedroom. It is impossible that Julius is yellow.
hypothesis: It is certain that lily is a frog, or Julie is in the bedroom.
valid_hypothesis: It is certain that lily is a frog, or Julie is in the bedroom.
invalid_hypothesis: It is unlikely that lily is a frog, or Julie is in the bedroom.
hypothesis_assertion: Lily is a frog, or Julie is in the bedroom.