context: It is highly unlikely that Bernhard is a frog. There is little chance that Jessica is a sheep. It is highly likely that Lily is yellow.
hypothesis: It is unlikely that either Lily is yellow, or Bernhard is a frog.
valid_hypothesis: It is highly likely that either Lily is yellow, or Bernhard is a frog.
invalid_hypothesis: It is unlikely that either Lily is yellow, or Bernhard is a frog.
hypothesis_assertion: Either Lily is yellow, or Bernhard is a frog.