context: There is a very good chance that Lily is a frog. It is likely that Jessica is a cat. It is certain that Mary is in the kitchen.
hypothesis: It is impossible that jessica is a cat, or Lily is a frog.
valid_hypothesis: It is almost certain that jessica is a cat, or Lily is a frog.
invalid_hypothesis: It is impossible that jessica is a cat, or Lily is a frog.
hypothesis_assertion: Jessica is a cat, or Lily is a frog.