context: It is probably the case that Lily is a frog. There is almost no chance that Greg is gray. It is highly unlikely that Julius is yellow.
hypothesis: It is unlikely that julius is yellow, or Lily is a frog.
valid_hypothesis: It is probably the case that julius is yellow, or Lily is a frog.
invalid_hypothesis: It is unlikely that julius is yellow, or Lily is a frog.
hypothesis_assertion: Julius is yellow, or Lily is a frog.