The GTE Particle Spectrum at n=10

We present a comprehensive analysis of the Generative Triple Evolution (GTE) particle spectrum at n=10, derived from the Universal Generative Principle (UGP). A large-scale discovery run generates 1,000,035 candidate particles below 173~GeV, classified into viability tiers (Green, Blue, Purple, Orange, Red) by a scoring system that reduces in practice to viability-only ranking (GTE compliance = 1.0 for all candidates by construction; stability score is effectively constant). Key findings: (1)~all 24 known Standard Model particles rank in the Green tier by both structural landscape position and blind composite score (before force-labeling), with 50-fold SM enrichment (p < 10^-4 vs.\ random draw; three distinct notions of recovery defined in 5); among the 19 candidates with confidence ≥ 0.90, all are SM particles; (2)~piecewise-linear hinge laws in the (k, m) plane with universal law-family parameters B = 4.01 × 10^-6 and D = -3.13 × 10^-6; (3)~genuine oscillatory structure with intrinsic period ~100,000 steps (z>50, stable across five window-size tests; a prior single-cycle estimate of ~500,000 steps is corrected here); (4)~multivariate surfaces linking ladder index, branch, and c-state to mass and lifetime; (5)~9 genuinely novel candidate states (GTE-P1, P2, P3, P6, P7, P8, P10, P11, and trajectory-reinterpreted P9) representing mass-band predictions (calibration uncertainty ± 1–40\% depending on candidate; three align with companion paper first-principles derivations); and (6)~trajectory-path multiplicity: GTE-P4 and P5 share GTE triples with the canonical muon and electron respectively but arrive via distinct evolution paths at 137~MeV and 21~MeV — these are trajectory-path variants of SM particles, not independently novel predictions. All results are derived from a single deterministic run with frozen code and integrity-checked artifacts (SHA-256 hashes recorded).