context: It is probably the case that Bernhard is a frog. There is a very good chance that Lily is a lion. It is probably not the case that Brian is gray.
hypothesis: It is highly likely that brian is gray, or Lily is a lion.
valid_hypothesis: It is highly likely that brian is gray, or Lily is a lion.
invalid_hypothesis: We doubt that brian is gray, or Lily is a lion.
hypothesis_assertion: Brian is gray, or Lily is a lion.