context: It is highly unlikely that Fred went to the kitchen. It is almost certain that Lily is gray. It is probably not the case that Bernhard is a frog.
hypothesis: There is almost no chance that either Bernhard is a frog, or Lily is gray.
valid_hypothesis: It is probable that either Bernhard is a frog, or Lily is gray.
invalid_hypothesis: There is almost no chance that either Bernhard is a frog, or Lily is gray.
hypothesis_assertion: Either Bernhard is a frog, or Lily is gray.