context: There is a very good chance that Julius is a frog. It is improbable that Sandra left the apple. It is unlikely that Greg is a rhino. There is a better than even chance that if Julius is a frog, and Greg is a rhino, then Emily is a wolf. It is almost certain that if Greg is a rhino, and Julius is a frog, then Mary put down the milk. It is almost certain that if Julius is a frog, or Sandra left the apple, then Lily is yellow.
hypothesis: It is probably not the case that lily is yellow, or Emily is a wolf.
valid_hypothesis: There is a very good chance that lily is yellow, or Emily is a wolf.
invalid_hypothesis: It is probably not the case that lily is yellow, or Emily is a wolf.
hypothesis_assertion: Lily is yellow, or Emily is a wolf.