context: There is almost no chance that Lily is a frog. It is probably not the case that Brian is yellow. There is a better than even chance that Bernhard is a swan.
hypothesis: There is a better than even chance that lily is a frog, or Bernhard is a swan.
valid_hypothesis: There is a better than even chance that lily is a frog, or Bernhard is a swan.
invalid_hypothesis: There is almost no chance that lily is a frog, or Bernhard is a swan.
hypothesis_assertion: Lily is a frog, or Bernhard is a swan.