context: It is likely that Bernhard is a frog. It is probably the case that Lily is white. It is almost certain that Daniel is in the garden. There is little chance that if either Bernhard is a frog, or Daniel is in the garden, then Mary dropped the milk. It is improbable that if Lily is white, and Bernhard is a frog, then Brian is white. It is likely that if Lily is white, and Bernhard is a frog, then Julius is green.
hypothesis: There is a very good chance that daniel is in the garden, and Julius is green.
valid_hypothesis: It is probably not the case that daniel is in the garden, and Julius is green.
invalid_hypothesis: There is a very good chance that daniel is in the garden, and Julius is green.
hypothesis_assertion: Daniel is in the garden, and Julius is green.