context: It is probably the case that Lily is a frog. It is impossible that Julius is a rhino. There is almost no chance that John grabbed the milk.
hypothesis: There is little chance that john grabbed the milk, or Lily is a frog.
valid_hypothesis: It is probably the case that john grabbed the milk, or Lily is a frog.
invalid_hypothesis: There is little chance that john grabbed the milk, or Lily is a frog.
hypothesis_assertion: John grabbed the milk, or Lily is a frog.