context: It is highly likely that John dropped the apple. It is probable that Lily is a frog. It is highly unlikely that Bernhard is a frog.
hypothesis: It is probably the case that either Lily is a frog, or Bernhard is a frog.
valid_hypothesis: It is probably the case that either Lily is a frog, or Bernhard is a frog.
invalid_hypothesis: It is unlikely that either Lily is a frog, or Bernhard is a frog.
hypothesis_assertion: Either Lily is a frog, or Bernhard is a frog.