context: It is probably not the case that Julius is gray. It is certain that Fred left the milk. It is probably not the case that Greg is a frog. It is impossible that if Greg is a frog, and Fred left the milk, then Mary went to the bedroom. There is almost no chance that if Greg is a frog, or Fred left the milk, then Bernhard is yellow. It is probably not the case that if either Fred left the milk, or Greg is a frog, then Lily is a rhino.
hypothesis: It is highly likely that julius is gray, or Bernhard is yellow.
valid_hypothesis: It is probably not the case that julius is gray, or Bernhard is yellow.
invalid_hypothesis: It is highly likely that julius is gray, or Bernhard is yellow.
hypothesis_assertion: Julius is gray, or Bernhard is yellow.