The disjointness of measures and their Hahn-Jordan decomposition are i
nstances of the general notion of minimal decomposition in base normed
spaces. The mixing distance, a specification of a novel concept of an
gle in real normed vector spaces, is applied to provide a geometric in
terpretation of disjointness as orthogonality.