context: We doubt that Lily is a frog. We believe that Mary moved to the garden. It is highly unlikely that Bernhard is green.
hypothesis: There is a very good chance that lily is a frog, and Bernhard is green.
valid_hypothesis: There is almost no chance that lily is a frog, and Bernhard is green.
invalid_hypothesis: There is a very good chance that lily is a frog, and Bernhard is green.
hypothesis_assertion: Lily is a frog, and Bernhard is green.