context: There is little chance that Bernhard is a frog. There is a very good chance that Lily is yellow. It is highly likely that John moved to the garden.
hypothesis: It is highly likely that lily is yellow, and Bernhard is a frog.
valid_hypothesis: It is improbable that lily is yellow, and Bernhard is a frog.
invalid_hypothesis: It is highly likely that lily is yellow, and Bernhard is a frog.
hypothesis_assertion: Lily is yellow, and Bernhard is a frog.