context: It is certain that Brian is a frog. It is probable that Winona is a wolf. There is a very good chance that Lily is a frog.
hypothesis: It is unlikely that brian is a frog, or Winona is a wolf.
valid_hypothesis: It is certain that brian is a frog, or Winona is a wolf.
invalid_hypothesis: It is unlikely that brian is a frog, or Winona is a wolf.
hypothesis_assertion: Brian is a frog, or Winona is a wolf.