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Related to Jointly exhaustive: dichotomous, dichotomies
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But compounds of the strange predicates can be formed which pick out, so the carver could claim, properties both jointly exhaustive and mutually incompatible.
The more familiar claim would be that the various colors are jointly exhaustive for visible objects--and so indeed they are.