The system with the mixture (solution) has higher entropy. Conclusion: entropy increases upon dissolution, if special effects are absent.

The picture compares the entropies (arbitrary units) of mixtures and pure substances.

Neither energy nor matter transfer over the system boundaries are of any interest, so this is an isolated system.

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