We present a first-principles derivation of the masses of all twelve known fermions – three charged leptons, six quarks, and three neutrinos – and the fine-structure constant , from a single discrete functional equation, the Recognition Composition Law (RCL), with . The mass spectrum follows from the RCL supplemented by four regularity conditions and eight structural theorems (T1–T8): the golden ratio emerges as the unique hierarchy base (T6); an 8-step period is fixed by the 3-cube Hamiltonian cycle (T7); three spatial dimensions are selected by a unique combinatorial identity (T8). All integers entering the mass formula are the six combinatorial invariants of the 3-cube ; none is fitted. The sole empirical input is the electron mass, which fixes an irreducible unit-conversion constant~. Predictions are confronted with PDG measurements. Charged-lepton masses are reproduced at sub-ppm accuracy for the muon and for the tau (Table~\ref{tab:lepton_validation}). All six quark masses are predicted at integer level; first-generation quarks agree to better than , while second/third-generation residuals of – are expected integer-precision effects (Table~\ref{tab:quark_validation}). Neutrino mass-squared splittings agree with NuFIT~5.3 within –, normal ordering is predicted, and ~eV satisfies cosmological bounds. All structural claims are machine-verified in Lean~4 (179 files, 0~; ).

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