context: Man on bike with female standing on rear of back with arms around his neck.
hypothesis: Chances are about even that the two people are romantically involved.
valid_hypothesis: Chances are about even that the two people are romantically involved.
invalid_hypothesis: It is almost certain that the two people are romantically involved.
hypothesis_assertion: The two people are romantically involved.