context: Two people embrace on the end of a dock.
hypothesis: It is highly unlikely that these two are a married couple.
valid_hypothesis: Chances are about even that these two are a married couple.
invalid_hypothesis: It is highly unlikely that these two are a married couple.
hypothesis_assertion: These two are a married couple.