context: It is probably the case that Lily is yellow. It is probably the case that Brian is a frog. It is unlikely that Bernhard is a swan.
hypothesis: It is highly unlikely that lily is yellow, or Bernhard is a swan.
valid_hypothesis: We believe that lily is yellow, or Bernhard is a swan.
invalid_hypothesis: It is highly unlikely that lily is yellow, or Bernhard is a swan.
hypothesis_assertion: Lily is yellow, or Bernhard is a swan.