Random matrix ensembles with Dyson index describe systems of charge- particles interacting logarithmically in the presence of an external potential, yet exact formulas for their physical observables have remained elusive for . We show that, for even, ensembles are governed by the KP hierarchy at finite particle number–paralleling the KP solvability of classical ensembles. The partition function is a hyperpfaffian -function satisfying the Hirota bilinear identity, and correlation functions are generated by finite-order differential operators acting on this -function. The key mechanism is an emergent quantized momentum that stratifies the system into discrete sectors, enforcing momentum conservation as a selection rule. This produces a dramatic dimensional reduction from to , enabling explicit computation of physical observables.

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