context: It is almost certain that Bernhard is a frog. It is improbable that Lily is a frog. There is little chance that Brian is gray.
hypothesis: Chances are slight that bernhard is a frog, or Lily is a frog.
valid_hypothesis: It is almost certain that bernhard is a frog, or Lily is a frog.
invalid_hypothesis: Chances are slight that bernhard is a frog, or Lily is a frog.
hypothesis_assertion: Bernhard is a frog, or Lily is a frog.