context: We believe that Lily is a frog. It is likely that Greg is green. It is improbable that Julius is a swan.
hypothesis: It is almost certain that lily is a frog, or Greg is green.
valid_hypothesis: It is almost certain that lily is a frog, or Greg is green.
invalid_hypothesis: It is improbable that lily is a frog, or Greg is green.
hypothesis_assertion: Lily is a frog, or Greg is green.