context: It is probable that Jeff put down the apple. It is impossible that Lily is a frog. It is probably the case that Greg is a lion.
hypothesis: It is probably not the case that either Lily is a frog, or Jeff put down the apple.
valid_hypothesis: It is probably the case that either Lily is a frog, or Jeff put down the apple.
invalid_hypothesis: It is probably not the case that either Lily is a frog, or Jeff put down the apple.
hypothesis_assertion: Either Lily is a frog, or Jeff put down the apple.