context: There is a very good chance that Daniel put down the milk. It is probably the case that Sandra took the apple. There is a very good chance that Lily is a frog.
hypothesis: It is almost certain that lily is a frog, or Sandra took the apple.
valid_hypothesis: It is almost certain that lily is a frog, or Sandra took the apple.
invalid_hypothesis: It is improbable that lily is a frog, or Sandra took the apple.
hypothesis_assertion: Lily is a frog, or Sandra took the apple.