For a nonideal chemical solution, write its thermodynamic activities on a mole fraction basis as and . Use composition-independent pure-component reference chemical potentials at the same temperature and pressure:
The activity coefficients describe departure from the ideal solution under that reference convention.[ref]
At fixed temperature and pressure, insert these expressions into the Gibbs-Duhem equation. The ideal solution terms cancel because . What remains is
Thus two independent fits to measured activity coefficients can each look smooth while failing to describe one possible Gibbs free energy. This is a necessary consistency condition; satisfying it alone does not establish experimental accuracy or thermodynamic stability.
For an original algebraic example, suppose at one fixed temperature and pressure that , with dimensionless constant . The constraint requires . With the pure-B normalization , integration gives
For and , the derivatives of the two logarithms are and ; their weighted sum is . Choosing instead would give a weighted sum at that composition, contradicting the Gibbs-Duhem equation. These are invented model functions, with no claim to fit a particular mixture.
The fixed-temperature, fixed-pressure restriction matters. Along a path with changing temperature or pressure, the general equation contains , and the reference chemical potentials and also change. Across phase coexistence, apply the relation separately within each smooth thermodynamic phase; do not differentiate a discontinuous switch between phases as if it were a single composition curve.

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