context: Chances are slight that Lily is gray. It is unlikely that Emily is a sheep. It is improbable that Winona is a wolf.
hypothesis: It is probably not the case that emily is a sheep, or Lily is gray.
valid_hypothesis: It is probably not the case that emily is a sheep, or Lily is gray.
invalid_hypothesis: There is a very good chance that emily is a sheep, or Lily is gray.
hypothesis_assertion: Emily is a sheep, or Lily is gray.