context: There is little chance that Bernhard is a frog. It is unlikely that Lily is a frog. There is a very good chance that Julius is gray.
hypothesis: It is almost certain that lily is a frog, and Bernhard is a frog.
valid_hypothesis: There is almost no chance that lily is a frog, and Bernhard is a frog.
invalid_hypothesis: It is almost certain that lily is a frog, and Bernhard is a frog.
hypothesis_assertion: Lily is a frog, and Bernhard is a frog.