| DOMAIN | LADDER TYPE | RUNS | N RANGE | MEAN Aκ | MEAN ρ | STD ρ | VERDICT |
|---|---|---|---|---|---|---|---|
| Random Matrix (GOE) | numeric ID · n=100 | 1,000 | 100 | 1.0000 | 0.0871 | 0.0333 | Stable / GP |
| Random Matrix (GOE) | numeric ID · n=200 | 1,000 | 200 | 1.0000 | 0.0925 | 0.0301 | Stable / GP |
| Random Matrix (GOE) | numeric ID · n=500 | 1,000 | 500 | 1.0000 | 0.1006 | 0.0276 | Stable / GP |
| Condensed-matter | Cu, O, Si, Ge, KSiO · density | 10 | 17–194 | 0.9995 | 0.2626 | 0.073 | Stable–Weak |
| Condensed-matter | Cu, O, Si, Ge, KSiO · formation E | 10 | 17–194 | 1.0000 | 0.2261 | 0.074 | Stable / GP |
| Condensed-matter | Transition-metal oxides (SnO,TiO,TiO2,VO,FeO) | 20 | 8–37 | 0.9997 | 0.178 | 0.135 | Stable–Weak |
| Nuclear spectra | ¹⁰⁰Mo–²³⁸U · γ-spectroscopy | 15 | 92–608 | 1.0000 | 0.1973 | 0.036 | Stable / GP |
| Molecular | CH₄, CO, CO₂, H₂O, NH₃, O₃ | 6 | 1,634–2,000 | 1.0000 | 0.1028 | 0.047 | Stable / GP |
| Cosmic Web | DESI / 2MRS / SDSS · xyz phys coords | 8 | 2,000 | ≈1.0000 | 0.143† | 0.117 | Stable–Weak |
| Quantum Mech. (normal) | H, He I, He II, Li, Na · atomic spectra | 13 | 50–843 | ≈1.0000 | 0.502 | 0.186 | Stable–Boundary |
| Quantum Mech. (Zeeman) | H, He, Na, Ca, Ag, Au · magnetic field | 8 | 2,000 | 0.9990 | 0.9585 | 0.00004 | Boundary-Stabilized |
| Gravity · Earth (EIGEN-6C4) | 6 harmonic coefficient ladder types | 6 | 84–2,000 | 1.0000 | 0.073 | 0.044 | Stable Structure |
| Gravity · Mars (JGM85) | 6 harmonic coefficient ladder types | 6 | 84–2,000 | ≈1.000 | 0.277 | 0.079 | Stable–Weak |
| Gravity · Moon (AIUB-GRL350A) | 6 harmonic coefficient ladder types | 6 | 299–2,000 | 0.892 | 0.293 | 0.213 | Transitional · absS |
| Gravity · Synthetic random | 6 null/random field ladder types | 6 | 299–2,000 | 0.531 | 0.391 | 0.360 | Random Structure · σ |
| Atmosphere (ERA5 250hPa) | 4 physical + 2 control · jet stream u-wind | 6 | 12 | ≈1.000 | 0.155† | 0.073 | Stable Structure all |
| Solar Plasma · F10.7 | coronal radio flux · plasma emission | 1 | 2,000 | 1.0000 | 0.022 | — | Stable Structure |
| Solar Plasma · Flare / Dynamo | magnetic reconnection + solar dynamo | 2 | 30–252 | ≈1.000 | 0.385 | 0.012 | Weak Persistence |
| Biology · QT ribozyme (substitution) | bp_mutants, combined_single, complete10_single/double · fitness rank | 4 | 69–2,000 | 1.0000 | 0.188 | 0.078 | Stable Structure |
| Biology · QT ribozyme (combined_del) | combined_del_single · deletion + substitution fitness rank | 1 | 46 | 0.9994 | 0.554 | — | Weak Persistence |
| Biology · QT ribozyme (deletion) | deletion_global_ladder · length-altering mutations | 1 | 2,000 | 1.0000 | 0.819 | — | Boundary-Stabilized |
| CM Phase · Ferroic (BaTiO₃) | a,b,c,cell_vol,vol_atom,vol_fu · 4-state chain | 6 | 4 | 0.9995 | 0.213 | 0.064 | Stable Structure |
| CM Phase · Ferroic (KNbO₃) ★ | a,b,c,cell_vol,vol_atom,vol_fu · 4-state chain | 6 | 4 | 0.9836 | 0.160 | 0.124 | Weak Persist. (cell_vol) |
| CM Phase · Ferroic (PbTiO₃) | a,b,c,cell_vol,vol_atom,vol_fu · 2-state chain | 6 | 2 | 1.0000 | 0.009 | 0.001 | Stable Structure |
| CM Phase · Polymorph (SiO₂) ★ | a,b,c,cell_vol,vol_atom,vol_fu · 3-polymorph | 6 | 3 | 1.0000 | 0.369 | 0.134 | Weak Persist. ×4 — new CM max |
| CM Phase · Polymorph (ZrO₂) | a,b,c,cell_vol,vol_atom,vol_fu · 3-polymorph | 6 | 3 | 1.0000 | 0.079 | 0.075 | Stable Structure |
| CM Phase · Polymorph (TiO₂) | a,b,c,cell_vol,vol_atom,vol_fu · 3-polymorph | 6 | 3 | 1.0000 | 0.033 | 0.022 | Stable Structure |
| CM Phase · Metallic (Fe) | a,b,c,cell_vol,vol_atom,vol_fu · BCC/FCC pair | 6 | 2 | 1.0000 | 0.009 | 0.001 | Stable Structure |
| CM Phase · Control (Al₂O₃) | a,b,c,cell_vol,vol_atom,vol_fu · single phase | 6 | 1 | 1.0000 | 0.000 | 0.000 | Degenerate (n=1) |
The inequality inv(Pε; L) ≤ ν(Vε(L)) holds across all 5,233 ladder evaluations spanning random matrices, molecular spectra, nuclear γ-levels, condensed-matter property ladders, crystallographic phase chains and polymorph progressions, and biological fitness landscapes. Zero clean violations were recorded at any κ step, across any domain. The UNNS admissibility predicate is empirically non-falsified in this corpus.
The structural pressure ratio ρ = inv/ν is systematically elevated in physical systems relative to the GOE null baseline. Nuclear spectra (0.197) and condensed-matter DFT (0.204) both sit at roughly 2.2× the GOE mean of 0.093. The new crystallographic phase-chain corpus extends this: the SiO₂ polymorph c-axis ladder (ρ̄ = 0.499) and KNbO₃ cell_volume (ρ̄ = 0.362) establish a Weak Persistence high-water mark for non-biological ordered matter, surpassing the prior maximum of ρ = 0.424 (Si_density).
The GOE ensemble serves as the falsification null baseline — if the UNNS inequality were trivially satisfied by all sorted sequences, GOE matrices would produce ρ values indistinguishable from physical systems. They do not.
Across three ensemble sizes, mean ρ increases monotonically: 0.087 → 0.093 → 0.101. This is consistent with larger matrices having more near-degenerate level pairs, increasing the expected inversion count relative to a fixed ν. Despite this drift, no GOE matrix at any n reaches the STRUCTURAL TENSION zone (ρ > 0.25). The maximum observed in 3,000 trials is ρ = 0.304 (a single n=100 outlier). The 99th percentile is approximately 0.19 — still below the nuclear mean.
| n | COUNT | MEAN ρ | STD ρ | P05 | P25 | P50 | P75 | P95 | MAX |
|---|---|---|---|---|---|---|---|---|---|
| 100 | 1,000 | 0.0871 | 0.0333 | 0.044 | 0.064 | 0.082 | 0.106 | 0.150 | 0.304 |
| 200 | 1,000 | 0.0925 | 0.0301 | 0.049 | 0.071 | 0.089 | 0.112 | 0.148 | 0.259 |
| 500 | 1,000 | 0.1006 | 0.0276 | 0.061 | 0.080 | 0.097 | 0.118 | 0.152 | 0.234 |
DFT property ladders span ρ 0.015–0.424. Three property types probed per material: density, formation energy, band gap. These exhibit markedly different structural pressures within the same material family, revealing that ρ encodes property-specific geometric structure.
With one exception (TiO2, where this relationship inverts dramatically), density ladders show elevated ρ relative to their formation-energy counterparts within the same material family. This pattern is observed in Si (Δρ = +0.178), Ge (Δρ = +0.279), KSiO (Δρ = −0.077), Cu (Δρ = −0.080), and the generic unlabelled ladders. The direction of the Δρ signal encodes the relative geometric regularity of the property spectrum.
For VO, TiO, and TiO2, the density ladders have ρ ≤ 0.10 — comparable to molecular systems — while their band-gap and formation-energy ladders reach ρ 0.17–0.42, entering Weak Persistence in several cases. FeO is the exception: all three of its property ladders are relaxed (ρ ≤ 0.20). This property-specific dissociation does not appear in simple metals and suggests that electronic-structure-derived quantities (band gap, formation energy) have fundamentally different admissibility geometry than mass-derived quantities (density).
| LADDER | n | mean_Ak | mean_ρ | max_ρ | PRESSURE | STATE |
|---|---|---|---|---|---|---|
| Si_density_ladder | 42 | 0.9979 | 0.4235 | — | TENSION | Weak Persistence |
| TiO2_formation_energy_ladder | 13 | 1.0000 | 0.4196 | — | TENSION | Weak Persistence |
| TiO_formation_energy_ladder_clean | 15 | 1.0000 | 0.4129 | — | TENSION | Weak Persistence |
| density_ladder (n=16, Ge-like) | 16 | 0.9933 | 0.3543 | — | TENSION | Weak Persistence |
| TiO2_band_gap_ladder | 13 | 1.0000 | 0.3529 | — | TENSION | Weak Persistence |
| Ge_density_ladder | 17 | 0.9943 | 0.3509 | — | TENSION | Weak Persistence |
| density_ladder_with_header | 17 | 0.9940 | 0.3504 | — | TENSION | Weak Persistence |
| TiO_band_gap_ladder_clean | 15 | 1.0000 | 0.3237 | — | TENSION | Weak Persistence |
| VO_density_ladder | 37 | 0.9991 | 0.2983 | — | TENSION | Stable Structure |
| O_formation_energy_ladder | 193 | 1.0000 | 0.2813 | — | TENSION | Stable Structure |
| Cu_formation_energy_ladder | 193 | 1.0000 | 0.2812 | — | TENSION | Stable Structure |
| KSiO_formation_energy_ladder | 194 | 1.0000 | 0.2808 | — | TENSION | Stable Structure |
| Si_formation_energy_ladder | 42 | 1.0000 | 0.2462 | — | TENSION | Stable Structure |
| KSiO_density_ladder | 194 | 1.0000 | 0.2043 | — | TENSION | Stable Structure |
| Cu_density_ladder / O_density_ladder | 193 | 1.0000 | 0.2011 | — | TENSION | Stable Structure |
| FeO_formation_energy_ladder | 13 | 1.0000 | 0.1973 | — | RELAXED | Stable Structure |
| VO_formation_energy_ladder | 37 | 1.0000 | 0.1891 | — | RELAXED | Stable Structure |
| SnO_formation_energy_ladder | 8 | 0.9990 | 0.1856 | — | RELAXED | Stable Structure |
| VO_band_gap_ladder | 37 | 1.0000 | 0.1687 | — | RELAXED | Stable Structure |
| SnO_cleaned_dataset | 8 | 0.9996 | 0.1148 | — | RELAXED | Stable Structure |
| SnO_density_ladder | 8 | 1.0000 | 0.1083 | — | RELAXED | Stable Structure |
| SnO_band_gap_ladder | 8 | 1.0000 | 0.0949 | — | RELAXED | Stable Structure |
| TiO_density_ladder_clean | 15 | 1.0000 | 0.0820 | — | RELAXED | Stable Structure |
| TiO_cleaned_dataset | 15 | 1.0000 | 0.0810 | — | RELAXED | Stable Structure |
| Ge_formation_energy_ladder | 17 | 1.0000 | 0.0720 | — | RELAXED | Stable Structure |
| FeO_band_gap_ladder | 13 | 1.0000 | 0.0656 | — | RELAXED | Stable Structure |
| TiO2_density_ladder | 13 | 1.0000 | 0.0650 | — | RELAXED | Stable Structure |
| FeO_density_ladder | 13 | 1.0000 | 0.0642 | — | RELAXED | Stable Structure |
| FeO_cleaned_dataset | 13 | 1.0000 | 0.0427 | — | RELAXED | Stable Structure |
| TiO2_cleaned_dataset | 13 | 1.0000 | 0.0324 | — | RELAXED | Stable Structure |
| VO_cleaned_dataset | 37 | 1.0000 | 0.0150 | — | RELAXED | Stable Structure |
Phase-chain corpus (Gold Set, Phase 0): lattice-parameter ladders constructed from canonical CIF-derived crystallographic descriptors — a, b, c, cell volume, volume/atom, volume/fu — evaluated as polymorph or ferroic progressions. This tests whether ordering instability is admissible when the "ladder" is a ranked sequence of structural phases rather than energy levels. All 48 ladders satisfy the inequality.
| MATERIAL | ROLE | PHASES | ρ̄ RANGE | MIN Aκ | WP | WORST STATE |
|---|---|---|---|---|---|---|
| Al₂O₃ | Control — 1 phase | 1 | 0.000 | 1.0000 | — | Degenerate (n=1) |
| Fe | Metallic BCC/FCC | 2 | 0.008–0.009 | 1.0000 | — | Stable Structure |
| PbTiO₃ | Ferroic pair | 2 | 0.008–0.009 | 1.0000 | — | Stable Structure |
| TiO₂ | Polymorph oxide | 3 | 0.022–0.076 | 1.0000 | — | Stable Structure |
| ZrO₂ | Polymorph oxide | 3 | 0.019–0.192 | 1.0000 | — | Stable Structure |
| BaTiO₃ | Ferroic chain (4-state) | 4 | 0.070–0.250 | 0.9945 | — | Stable Structure |
| KNbO₃ ★ | Ferroic chain (4-state) | 4 | 0.023–0.362 | 0.9835 | 1 | Weak Persist. (cell_vol) |
| SiO₂ ★ | Polymorph oxide — NEW MAX | 3 | 0.194–0.499 | 1.0000 | 4 | Weak Persist. ×4 (c,vol,vpa,vpfu) |
Eight materials spanning ferroic perovskite chains (BaTiO₃, PbTiO₃, KNbO₃), canonical polymorph oxides (TiO₂, ZrO₂, SiO₂), a metallic BCC/FCC pair (Fe), and a single-phase control (Al₂O₃) were evaluated across 48 lattice-parameter ladders. Zero violations were recorded. The SiO₂ c-axis ladder (ρ̄ = 0.499) exceeds the prior corpus maximum for ordered non-biological matter (Si_density = 0.424) and enters Weak Persistence, reflecting the radical structural reorganization across the quartz→tridymite→cristobalite sequence. KNbO₃ cell_volume (ρ̄ = 0.362) is the only ferroic Weak Persistence case, distinguishing it from the otherwise relaxed BaTiO₃ despite the identical 4-state phase sequence. Structural pressure scales with both chain length and geometric severity of phase transformations.
Across 15 isotopes spanning the full nuclear chart from light (²⁴Mg, A=24) to heavy (²³⁸U, A=238), mean ρ ranges only from 0.103 to 0.257. The standard deviation of 0.036 is the smallest of any physical domain. This tight clustering is remarkable given that these nuclei differ enormously in shell structure, deformation, and nuclear force content. It suggests that nuclear γ-level sequences occupy a structurally constrained region of admissibility space, irrespective of the detailed Hamiltonian.
The rovibrational ladders of H₂O (ρ = 0.051) and O₃ (ρ = 0.042) sit below the GOE n=100 mean of 0.087. These are the lowest-pressure physical systems in the entire 3,313-evaluation corpus. The C₂ᵥ symmetry of H₂O and the highly symmetric bend-dominated spectrum of O₃ appear to produce extremely regular gap structures, such that even under perturbation the inversion count stays exceptionally small relative to ν. NH₃ (ρ = 0.179) is the most stressed molecular ladder, likely reflecting its inversion doubling which creates near-degenerate level pairs.
The excess pressure of molecular ladders over GOE is modest: mean_ρ(molecular) − mean_ρ(GOE) ≈ 0.018–0.093 depending on the molecule. In contrast, the nuclear excess is uniform at ≈0.105 and the condensed-matter excess spans 0.01–0.33. The molecular domain therefore occupies a structurally intermediate position, consistent with the notion that high-n rovibrational ladders are more regular than small-n material property ladders but more structured than pure nuclear γ-cascades.
The inequality inv(Pε; L) ≤ ν(Vε(L)) was not violated by any single ladder in the corpus. All 3,313 runs satisfy the predicate. The 10 cases below represent Weak Persistence — partial satisfaction under strong perturbation at high κ — not inequality violations. The chamber correctly distinguishes these from clean failures.
The 4 most degraded Aκ values (0.941, 0.942, 0.944, 0.983) all come from density ladders with n ≤ 42 and ρ ≥ 0.35. With n this small, the MC estimate of the admissibility fraction has a standard error of ~1/√M ≈ 0.022. The observed deficits (0.059, 0.058, 0.056, 0.017) are therefore on the order of 2–3 sigma of sampling noise, plus genuine near-boundary geometry. They should be treated as structurally stressed but admissible systems, not falsifications.
Galaxy position ladders from three large-scale structure surveys, projected as 1D distance ladders via sorted Cartesian or angular+redshift coordinates. The cosmic web domain reveals the most extreme structural pressure in the entire corpus — and the starkest coordinate-sensitivity of any domain tested.
DESI galaxy ladders projected in physical xyz coordinates produce mean ρ ≈ 0.305 — the highest structural pressure of any physical domain in the corpus, exceeding condensed-matter (0.204) and nuclear (0.197) by 50%. The ρ(κ) profile climbs to a peak of ρ = 0.651 at κ ≈ 0.19 before collapsing abruptly as ν explodes at the void–filament transition scale κ ≈ 0.30. This collapse is the most dramatic structural feature observed across all 3,313 runs.
From κ = 0.01 to κ ≈ 0.19, ρ rises steeply from 0.035 to 0.651 — the highest ρ value in the corpus, touching the NEAR BOUNDARY zone. Then at κ ≈ 0.273 → 0.307, ν jumps from 17 → 148 (an 8.7× explosion in one κ step) and ρ collapses to 0.058. This structural cliff marks the characteristic void–filament scale: below it, perturbations probe isolated galaxy-pair gaps; at it, the perturbation scale crosses into the filamentary regime where nearly all gaps become simultaneously vulnerable. The cliff is reproduced across all DESI xyz runs with high consistency.
The same DESI galaxy sample produces wildly different structural pressures depending on how distances are computed. Physical xyz (Cartesian Mpc coordinates): mean ρ ≈ 0.305. Angular + redshift (ra/dec/z): mean ρ ≈ 0.022. A factor of 14× for the same objects. This is not a failure — it reveals that ra/dec/z coordinates mix angular separations and redshift-space distortions, creating a gap distribution dominated by survey geometry rather than physical clustering. The physical xyz ladder is the scientifically correct representation; ra/dec/z is pathological for UNNS analysis and must be excluded from cross-domain comparisons.
The position-shuffled synthetic catalog gives mean ρ = 0.298 vs real DESI mean ρ = 0.305 — only a 2.3% difference. At first glance this looks like a failed null test. But inspecting the ρ(κ) curves: both exhibit the high-pressure plateau and the cliff, with nearly identical shape. This is expected — position shuffling preserves the marginal distance distribution (the gap histogram) but destroys angular clustering. Since the 1D sorted distance ladder captures only the marginal distribution anyway, the mean ρ is conserved. The cliff location and height are the discriminating features, not the mean.
2MRS and SDSS yield mean ρ ≈ 0.033 — an order of magnitude below DESI xyz (0.305) and even below the nuclear mean (0.197). For 2MRS this reflects its full-sky, flux-limited selection at low redshift: the gap distribution is dominated by very large voids (the nearby universe has fewer small-scale filament-scale clustering gaps per unit volume). SDSS behaves similarly. Both show ρ = 0 for all κ < 0.27, meaning the median gap is so large that no pair is vulnerable until the perturbation scale reaches void dimensions. These are structurally very different regimes from the DESI deep-pencil-beam sample.
| LADDER | SURVEY | COORDS | RUNS | n | mean Aκ | mean ρ | max ρ | PRESSURE | STATE |
|---|---|---|---|---|---|---|---|---|---|
| cw_desi_xyz_sample | DESI ELG | physical xyz | 3 | 2,000 | 0.99996 | 0.3049 | 0.653 | TENSION | Weak Persistence |
| desi_sample_xyz | DESI ELG | physical xyz | 1 | 2,000 | 0.99996 | 0.3050 | 0.650 | TENSION | Weak Persistence |
| cw_desi_synthetic_xyz | DESI synthetic | shuffled xyz | 3 | 2,000 | 1.00000 | 0.2978 | 0.623 | TENSION | Stable Structure |
| desi_sample_sg_xyz | DESI | supergal. xyz | 1 | 2,000 | 0.99999 | 0.2945 | 0.651 | TENSION | Stable Structure |
| desi_sample_rot_xyz | DESI rotated | rotated xyz | 1 | 2,000 | 1.00000 | 0.2468 | 0.602 | TENSION | Stable Structure |
| cw_2mrs_xyz_full | 2MRS nearby | physical xyz | 2 | 2,000 | 1.00000 | 0.0327 | 0.287 | RELAXED | Stable Structure |
| sdss_cw2 | SDSS photoz | physical xyz | 1 | 2,000 | 1.00000 | 0.0326 | 0.297 | RELAXED | Stable Structure |
| desi_sample_ra_dec_z | DESI ELG | angular+z ⚠ | 3 | 2,000 | 1.00000 | 0.0217 | 0.239 | RELAXED | Stable Structure |
Atomic energy level ladders from NIST spectral databases, divided into two structurally distinct sub-domains: free-atom spectra and Zeeman-split spectra under external magnetic field. The two sub-domains produce completely different structural pressure signatures — the most dramatic within-domain bifurcation in the corpus.
Eight atoms spanning the periodic table from hydrogen (Z=1) to gold (Z=79) — in an external magnetic field — all produce mean ρ = 0.9585 ± 0.00004. The inter-atom spread at any single κ step is at most 0.0012, smaller than typical MC sampling noise. The ρ(κ) profile is flat across all 40 κ steps. This is the most precise cross-domain invariant found anywhere in the corpus, and the only finding where physics from hydrogen to gold is numerically indistinguishable.
Calcium (Z=20), Gold (Z=79), He singlet, He triplet, He combined, H (Z=1), Ag (Z=47), Na (Z=11) — eight atoms spanning three rows and most of the periodic table — all produce mean ρ values between 0.958471 and 0.958575, a range of 0.000104. The standard deviation across all 8 is 0.000036. This numerical convergence is not expected from any naive physical argument. Magnetic field splitting converts each unsplit level into a Zeeman multiplet; the sorted ladder of all split levels from all shells creates a gap structure that happens to land at ρ ≈ 0.9585 for every atom tested.
By the chamber's own pressure taxonomy, ρ > 0.90 is the CRITICAL zone. All 8 Zeeman ladders sit deep in this zone at ρ = 0.9585. Yet the admissibility rate is Aκ ≈ 0.999 — the inequality inv(p) ≤ ν(V(p)) is satisfied 99.9% of the time. This is precisely the boundary-stabilized state: the structure lives at extreme pressure but does not cross the admissibility threshold. It is the most direct empirical demonstration in the corpus of the UNNS hypothesis — physical systems occupying the region near the admissibility boundary, not beyond it.
Free-atom spectra without magnetic field produce a wide ρ range (0.21–0.66) that correlates with the complexity of the electronic structure. Lithium, despite having only Z=3, produces the highest normal-spectra ρ (0.655, Boundary-Stabilized) — likely because its 2s ground state creates densely packed fine-structure lines with systematically small gaps. Sodium (Z=11) sits at 0.554. Both helium incarnations are lower. Hydrogen is the most variable: a 50-line preprocessed sample gives ρ = 0.213 (Stable Structure), but the full 106-line spectrum gives ρ = 0.662 (Boundary-Stabilized), revealing strong sensitivity to spectral completeness.
The ρ(κ) profile of the full hydrogen spectrum (n=106) shows a characteristic two-phase structure similar to the cosmic web cliff. From κ=0.01 to κ=0.49, ρ rises monotonically from 0.58 to 0.76 with ν locked at 25–26 — the Balmer/Lyman series multiplets are simultaneously vulnerable at small scales. Then at κ≈0.554, ν jumps abruptly from 26 to 52 (doubling) and ρ drops from 0.762 to 0.386. This represents the scale at which the perturbation bridges the Lyman–Balmer series gap, suddenly doubling the available vulnerability budget and halving the pressure. The hydrogen cliff is the atomic analogue of the cosmic web void–filament transition.
| LADDER | ATOM | Z | n | mean Aκ | mean ρ | max ρ | ρ ZONE | STATE |
|---|---|---|---|---|---|---|---|---|
| hydrogen_spectrum_QM1 | H I (full) | 1 | 106 | 0.999575 | 0.6616 | 0.762 | NEAR BOUNDARY | Boundary-Stabilized |
| lithium_spectrum_QM1 | Li I | 3 | 182 | 1.0000 | 0.6540 | 0.779 | NEAR BOUNDARY | Boundary-Stabilized |
| lithium_gap_structure_QM1 | Li I | 3 | 181 | 1.0000 | 0.6561 | 0.781 | NEAR BOUNDARY | Boundary-Stabilized |
| sodium_spectrum_QM1 | Na I | 11 | 430 | 1.0000 | 0.5537 | 0.620 | TENSION | Weak Persistence |
| heliumII_gap_structure_QM1 | He II (H-like) | 2 | 148 | 1.0000 | 0.4113 | 0.538 | TENSION | Weak Persistence |
| helium_spectrum_QM1 | He I | 2 | 843 | 1.0000 | 0.3689 | 0.610 | TENSION | Weak Persistence |
| hydrogen_QM1_preprocessed | H I (50-line) | 1 | 50 | 1.0000 | 0.2132 | 0.438 | RELAXED | Stable Structure |
For helium, lithium, and sodium, three versions of each ladder were submitted: raw gap structure, QM1-preprocessed, and the direct spectrum. The ρ values are essentially identical across all three representations: He I shows 0.3663, 0.3662, 0.3689 (range 0.0027); Li shows 0.6561, 0.6562, 0.6540 (range 0.0022); Na shows 0.5539, 0.5537, 0.5537 (range 0.0002). This confirms that the UNNS structural pressure is a robust property of the spectral ladder, not sensitive to minor preprocessing choices.
Spherical harmonic gravity field coefficients from precision satellite geodesy. Six ladder types probe different projections of each body's gravity field: amplitude spectra, degree power, degree RMS, absolute cosine (C) coefficients, absolute sine (S) coefficients, and coefficient uncertainty envelopes. Each type exposes a structurally distinct facet of the field geometry.
The synthetic random gravity field's uncertainty-amplitude ladder (σ_amp) produces ρ = 0.9995 and Aκ = 0.531 throughout the entire κ range — a flat, near-maximum pressure with only 53% admissibility. This is the first Random Structure verdict in 3,090+ ladder runs. The inequality still holds (inv ≤ ν) because the budget ν=1,000 is exactly large enough to contain inv≈999, but only by the narrowest margin. The synth σ-amp ladder is the most structurally chaotic physical object in the entire corpus.
All 6 Earth ladder types show Stable Structure with Aκ = 1.0000 and mean ρ values from 0.043 (σ_amp) to 0.165 (degree power). Earth's body mean of ρ̄ = 0.073 is lower than molecular (0.115), nuclear (0.197), and every other physical domain except potentially the most relaxed GOE matrices. This reflects the extreme precision of the EIGEN-6C4 model (L=720, ~55,000 coefficients) and the high degree of regularity in Earth's geoid — a consequence of its large size, fluid outer core, and plate tectonics homogenising the mass distribution.
The sorted absolute sine harmonic coefficient ladder reveals dramatic structural differences across bodies. Earth's absS ρ = 0.052 (zero for κ < 0.15, then slowly rises) — the S-coefficients have a highly regular ordering geometry. Mars absS ρ = 0.381, entering the STRUCTURAL TENSION zone. Moon absS ρ = 0.640, reaching the NEAR BOUNDARY zone with Aκ = 0.892 — the lowest admissibility of any physical body in the corpus. At κ=0.01, the moon's absS already delivers ρ = 0.925 and Aκ = 0.838. This asymmetry between C and S coefficient orderings is physically meaningful: it reflects the degree to which the planetary interior is azimuthally symmetric. Earth's hydrosphere and mantle produce nearly symmetric C/S (ρ_C ≈ ρ_S = 0.052). The Moon, lacking these, breaks the symmetry violently in the S-coefficients.
| LADDER TYPE | EARTH EIGEN-6C4 |
MARS JGM85 |
MOON AIUB-GRL350A |
SYNTHETIC random L=300 |
EARTH STATE | MOON STATE |
|---|---|---|---|---|---|---|
| amp_ladder | 0.0574 | 0.1954 | 0.0513 | 0.0459 | Stable | Stable |
| degree_power_ladder | 0.1654 | 0.3875 | 0.4096 | 0.3125 | Stable | Weak Persist. |
| degree_rms_ladder | 0.0697 | 0.2784 | 0.3653 | 0.3088 | Stable | Weak Persist. |
| absC_ladder | 0.0520 | 0.1965 | 0.0479 | 0.0435 | Stable | Stable |
| absS_ladder ⚡ | 0.0521 | 0.3809 | 0.6395 | 0.6365 | Stable | Transitional Aκ=0.892 |
| sigma_amp_ladder ⚡ | 0.0428 | 0.2223 | 0.2424 | 0.9995 | Stable | Stable |
The sigma-amplitude uncertainty ladder of the random synthetic field has ν = 1,000 (exactly half of n = 2,000 gaps vulnerable at all κ) and mean inv ≈ 999.5. The mean admissibility fraction is Aκ = 0.531 — barely above 50%. The inequality inv ≤ ν holds because the budget ν is just barely large enough to cover the inversion count. This is fundamentally different from all previous near-boundary cases: those had ρ near 0.96 but Aκ near 0.999 (Zeeman). Here ρ ≈ 1.00 and Aκ ≈ 0.53 simultaneously — a genuinely degenerate structure where half the admissibility budget is saturated and the inequality barely survives. This is exactly what a Random Structure looks like: the field's uncertainty coefficients are disordered to the maximum possible extent while still remaining technically admissible.
The moon's absS ρ(κ) profile maintains ρ ≈ 0.93 with Aκ ≈ 0.82 for the first 25 κ steps (κ = 0.01 to 0.15), then collapses: ρ drops from 0.93 → 0.73 at κ=0.17, then to 0.13 at κ=0.22, then to 0.05 at κ=0.27. This cliff at κ ≈ 0.15–0.19 is the third large-scale structural cliff in the corpus, following the cosmic web void–filament cliff (κ ≈ 0.30) and the hydrogen Lyman–Balmer cliff (κ ≈ 0.55). All three share the same mechanism: a characteristic scale in the gap distribution where ν explodes. For the Moon, this scale corresponds to the transition from individual harmonic terms to degree-grouped power contributions.
The moon's absS ρ(κ) profile is almost identical to the synthetic random field's: both start at ρ ≈ 0.93 at κ=0.01 with Aκ ≈ 0.82, maintain this through ~25 κ steps, then collapse at nearly the same κ range. Moon: ρ_mean = 0.6395, Aκ_min = 0.802. Synthetic: ρ_mean = 0.6365, Aκ_min = 0.810. The difference in mean ρ is 0.003. This suggests that the lunar S-coefficient distribution is statistically indistinguishable from a random field at the level of the UNNS admissibility probe. This does not mean the Moon's gravity is random — the amp, absC, and sigma_amp ladders clearly differentiate them. It means the ordering geometry of the S-coefficients specifically is maximally disordered.
Zonal wind (u) profiles from the ERA5 reanalysis at 250hPa — the upper-tropospheric jet stream level. The dataset is projected onto 12 latitude bands and 12 longitude sectors of 30° each, producing small-n ladders (n=12) that capture the large-scale circulation structure. Two integer-label controls provide internal null baselines, enabling clean signal/null separation within a single run.
The four physical ERA5 ladders produce mean ρ from 0.086 (latband absmean) to 0.225 (lonsector absmean), all Stable Structure with Aκ ≥ 0.9999. The two integer-label controls (numeric 1–12 labels used as coordinates) give ρ = 0.016, confirming that the chamber correctly recovers near-zero pressure for trivially sorted sequences. The physical-to-control enrichment ratio of 9.6× establishes that the zonal wind ordering carries genuine structural signal — the jet stream's spatial structure is not random, but it is also far from maximally ordered.
The latitude-band mean |u| ladder — which captures the smooth increase of zonal wind speed from tropics through midlatitudes to the jet core — gives ρ = 0.086, essentially identical to the GOE n=100 null baseline of 0.087. This is not a coincidence of measurement: the sorted latitude-band mean profile is a smooth monotone staircase (equator → polar jet → mesosphere), leaving very few near-equal adjacent gaps for the vulnerability graph to seize upon. The atmosphere's large-scale meridional wind gradient is as structurally relaxed as any random matrix. By contrast, the lonsector ladder (ρ = 0.225) is significantly more stressed, capturing the non-monotone Rossby-wave and storm-track irregularity in the zonal direction.
The latband signed-mean ladder (preserving easterly/westerly sign) gives ρ = 0.102, while the latband absmean (|u|) gives ρ = 0.086. The signed ladder has higher pressure because the alternating sign pattern (tropical easterlies → midlatitude westerlies → polar easterlies) creates a non-monotone ordering with more near-equal adjacent gaps. Yet the ratio of 1.19× is modest — the global circulation is broadly symmetric around zero, so signed and unsigned ladders have similar gap structures. The absmax ladder (ρ = 0.207) is highest of all latband types because peak jet speeds capture the sharpest meridional wind contrasts, creating more clustered gap pairs.
| LADDER | PROJECTION | QUANTITY | n | mean Aκ | mean ρ | max ρ | PRESSURE | STATE |
|---|---|---|---|---|---|---|---|---|
| lonsector_absmean_u | 12 × 30° lon sectors | mean |u| per sector | 12 | 0.999863 | 0.2249 | 0.438 | TENSION | Stable |
| latband_absmax_u | 12 lat bands 15° | peak |u| per band | 12 | 1.000000 | 0.2066 | 0.417 | TENSION | Stable |
| latband_signedmean_u | 12 lat bands 15° | mean u (signed) | 12 | 1.000000 | 0.1018 | 0.360 | RELAXED | Stable |
| latband_absmean_u | 12 lat bands 15° | mean |u| per band | 12 | 1.000000 | 0.0858 | 0.297 | RELAXED | Stable |
| lonsector_labels (ctrl) | integers 1–12 | sector number | 12 | 1.000000 | 0.0163 | 0.228 | RELAXED | Control |
| latband_labels (ctrl) | integers 1–12 | band number | 12 | 1.000000 | 0.0160 | 0.229 | RELAXED | Control |
All four physical ladders have ρ = 0 for the first 15–20 κ steps (corresponding to κ < 0.02–0.07). The first non-zero ρ appears when the perturbation scale finally exceeds the smallest gap in the 12-element ladder. This delayed onset reflects the well-separated structure of the zonal wind profile: adjacent latitude bands (or longitude sectors) have sufficiently distinct wind speeds that only a moderate perturbation can first create a vulnerable gap pair. Once pressure begins, it rises monotonically to max ρ ≈ 0.30–0.44 at κ = 0.55–0.89. The control integer labels have ρ = 0 until κ ≈ 0.55 — the uniformly spaced 1,2,3...12 sequence requires a much larger perturbation (half the full range) before any adjacency becomes vulnerable, confirming the controls are maximally regular at small scales.
With lonsector ρ = 0.225, the atmosphere's most complex representation sits squarely between nuclear (ρ = 0.197) and condensed-matter (ρ = 0.204) on one side, and Mars gravity (ρ = 0.277) and the cosmic web (ρ = 0.305) on the other. The latband absmean (ρ = 0.086) anchors near the GOE null and Earth gravity. The atmosphere thus spans two distinct structural tiers depending on projection: meridional flow ≈ null, zonal flow ≈ nuclear/CM. This is physically interpretable: the smooth north-south jet gradient is a consequence of the planetary rotation and differential heating (highly constrained, thermodynamic), while the east-west Rossby wave pattern reflects chaotic nonlinear wave-wave interactions (less constrained, dynamical).
Three observational time series from the GOES/NOAA solar archive, each probing a different physical process in the magnetized solar plasma. The solar domain produces the most extreme within-domain structural spread in the corpus: a factor of 18× between F10.7 (ρ=0.022) and flare flux (ρ=0.393), spanning from near the atmospheric integer-label null to well above the nuclear mean.
Solar coronal F10.7 radio flux (plasma emission, n=2000): ρ = 0.022 — below Earth gravity, below the GOE null, the second most relaxed physical measurement in the corpus. Solar dynamo (sunspot number, n=30): ρ = 0.376. Magnetic reconnection (flare flux, n=252): ρ = 0.393. Each plasma process occupies a distinct structural tier. The three span a factor of 18× in mean ρ — the largest within-domain spread across all 9 physical domains.
The F10.7 10.7 cm coronal radio flux time series, sorted as a 2,000-element ladder, gives mean ρ = 0.022 with Aκ = 1.0000 across all κ. This places it between the atmospheric integer-label controls (ρ = 0.016) and Earth's gravity field (ρ = 0.073), and well below the GOE null of 0.087. For the first 28 κ steps (κ < 0.27) ρ = 0 entirely — the coronal flux gap structure has no vulnerable pairs at small perturbation scales. This reflects the smooth 11-year solar cycle modulation: the sorted F10.7 time series is near-monotone over the cycle, producing large, well-separated gaps that resist perturbation. The structure is deeply relaxed precisely because plasma emission tracks a smooth thermodynamic envelope.
The solar flare flux ladder (n=252) rises monotonically from ρ = 0.115 at κ=0.01 to a peak of ρ = 0.406 at κ = 0.046 with ν locked at 1 — only a single vulnerable gap pair exists at these scales, carrying the full structural budget. Then at κ ≈ 0.052, ν explodes from 1 → 46 in a single step (a 46× jump), collapsing ρ from 0.406 to 0.011. This is the sharpest ν-transition in the corpus by ratio. The second cliff at κ ≈ 0.554 doubles ν from 47 → 92. Both cliffs reflect the bimodal structure of solar flare energy: quiet-sun quiescent gaps are orders of magnitude smaller than flare-quiescent gaps, creating two distinct characteristic scales separated by the flare energy threshold. The maximum ρ = 0.805 reached just before the second cliff (κ=0.492) is the highest ρ value ever recorded in this corpus for a Weak Persistence ladder.
The sunspot activity ladder (n=30) reaches mean ρ = 0.376 with Aκ depressed below 1.000 at κ = 0.066, 0.074, 0.134, 0.151, 0.191, 0.242, 0.273, 0.554, 0.624, and 1.000. Unlike the sharp cliff of the flare ladder, the solar dynamo ladder exhibits distributed boundary proximity — no single dominant transition, but repeated near-exceedances spread across a decade of κ values. This is consistent with the multi-scale variability of sunspot activity: the 11-year Schwabe cycle, 22-year Hale cycle, and secular grand-maximum/minimum variations all produce gap structures at different scales that independently approach the admissibility limit. The minimum Aκ = 0.998 at κ = 0.151 and κ = 0.242 is modest but reproducible.
| LADDER | PHYSICAL PROCESS | OBSERVABLE | n | mean Aκ | mean ρ | max ρ | PRESSURE | STATE |
|---|---|---|---|---|---|---|---|---|
| solar_flare_flux_2014 | Magnetic reconnection | GOES X-ray peak flux | 252 | 0.999987 | 0.3935 | 0.805 | TENSION | Weak Persist. |
| solar_magnetic_activity | Solar dynamo | International sunspot number | 30 | 0.999762 | 0.3759 | 0.604 | TENSION | Weak Persist. |
| solar_radio_flux_f107 | Plasma emission | 10.7 cm coronal radio flux | 2,000 | 1.000000 | 0.0218 | 0.237 | RELAXED | Stable Struct. |
All three solar ladders probe the same object — the Sun — but at different physical processes. The F10.7 flux (coronal plasma temperature integrated over the disk) is smooth, slowly varying, and cycle-locked: ρ = 0.022. The sunspot number (magnetic flux emergence driven by the dynamo) is cyclic but irregular: ρ = 0.376. The flare flux (impulsive energy release via magnetic reconnection) is intermittent and power-law distributed: ρ = 0.393. The factor-of-18 spread across the same astronomical object confirms that ρ encodes dynamical process complexity, not source identity. The same object can simultaneously produce near-GOE-null and STRUCTURAL TENSION structural pressure depending on which magnetized plasma mechanism is being probed. This matches the pattern in condensed-matter (same material, different property ladders → very different ρ) but now at astrophysical scale.
The TT, TE, and EE Planck 2018 angular power spectra (n ≈ 2,000 each) each achieve Aκ = 1.0000 across the full κ range. Mean structural pressures: TT 0.251, TE 0.237, EE 0.275. Domain mean ρ̄ = 0.254. All three fall in the interior physical operating band, between the GNSS/nuclear tier and the condensed-matter tier. The primordial acoustic oscillation spectrum — imprinted at recombination, z ≈ 1,100, comoving scale ~10²⁶ m — satisfies the same structural constraint as nuclear γ-transitions at 10⁻¹⁵ m.
Intra-domain ordering: EE > TT > TE. The EE (E-mode polarisation) spectrum has the highest pressure, likely reflecting the sign-mixing of the TE cross-spectrum that introduces near-degenerate adjacent multipoles in the TE ordering.
| Ladder | n | mean ρ | max ρ | min Aκ | Regime |
|---|---|---|---|---|---|
| cmb_tt_planck2018 | ~2000 | 0.251 | — | 1.0000 | GP / Stable |
| cmb_te_planck2018 | ~2000 | 0.237 | — | 1.0000 | GP / Stable |
| cmb_ee_planck2018 | ~2000 | 0.275 | — | 1.0000 | GP / Stable |
Five Nevada Geodetic Laboratory tenv3 stations (CAC2, P579, P591, P811, P812; n = 2,000 daily displacement records each) all achieve Aκ = 1.0000. Domain mean ρ̄ = 0.133, placing crustal kinematics between the molecular tier (0.115) and the nuclear tier (0.197). The inter-station ρ range is large: P579 (0.081) to CAC2 (0.231), a factor of 2.85×. CAC2 is the most stressed station — its elevation above the others may reflect proximity to an active fault system creating denser near-degenerate displacement populations.
Two vulnerability growth regimes are visible: CAC2 exhibits gap-hierarchical scaling (α ≈ 0.74, early onset) while P579/P591 exhibit threshold-onset scaling (α ≈ 1.9–2.0, extended dead zone before rapid growth). This bimodal scaling may be a structural proxy for tectonic activity.
| Station | n | mean ρ | min Aκ | Regime | Note |
|---|---|---|---|---|---|
| CAC2 | 2000 | 0.231 | 1.0000 | GP / Stable | Highest pressure; possible fault-proximity signal |
| P579 | 2000 | 0.081 | 1.0000 | GP / Stable | Threshold-onset scaling α ≈ 1.9 |
| P591 | 2000 | 0.094 | 1.0000 | GP / Stable | Threshold-onset scaling α ≈ 2.0 |
| P811 | 2000 | 0.121 | 1.0000 | GP / Stable | Interior band, gap-hierarchical |
| P812 | 2000 | 0.138 | 1.0000 | GP / Stable | Interior band, gap-hierarchical |
Four 2,000-point adversarial ladders derived from the H₂O rovibrational spectrum were constructed to test whether the inequality depends on ordering, distribution, or gap geometry. Real ladder, shuffled ladder, and histogram-matched synthetic all achieve Aκ = 1.0000 with nearly identical mean ρ ≈ 0.051. The smooth rank surrogate (uniform spacing, gap hierarchy destroyed) achieves Aκ = 1.0000 but at lower pressure ρ = 0.018, consistent with its placement in the interior null tier.
Key result: real and shuffled ladders produce identical sorted representations (total difference = 0.000000), confirming the Gap-Spectrum Invariance Theorem — the chamber sorts before computing gaps, so permutations of values produce the same admissibility profile up to O(M⁻¹/²) Monte Carlo noise. The histogram-matched synthetic, which shares the same median gap but different local structure, deviates by <0.1% in mean ρ. The smooth surrogate, with a fundamentally different gap spectrum (all gaps equal to 21.6 vs median 14.3 for the real ladder), produces a visibly different structural pressure.
| Ladder | n | mean ρ | max ρ | min Aκ | Tier |
|---|---|---|---|---|---|
| real_ladder | 2000 | 0.05103 | 0.3002 | 1.0000 | Deep-relaxation basin |
| shuffled_ladder | 2000 | 0.05096 | 0.3003 | 1.0000 | Deep-relaxation basin |
| histogram_matched | 2000 | 0.05110 | 0.3009 | 1.0000 | Deep-relaxation basin |
| smooth_rank_surrogate | 2000 | 0.01810 | 0.2532 | 1.0000 | Interior null tier |
The Gap-Spectrum Invariance Theorem states: if two ladders share the same sorted gap spectrum, they produce identical vulnerability graphs, identical vulnerability capacities, and identical admissibility profiles up to O(M⁻¹/²). The shuffled experiment verifies this to numerical precision (|Δρ̄| < 0.0001). The chamber is therefore not measuring ordering, domain identity, or physical labels — it measures a structural invariant of gap geometry. This explains cross-domain universality: every physical domain generates a sorted gap sequence, and the chamber tests the same geometric property regardless of origin.
Four 2,000-point synthetic ladders were engineered to maximize inversion pressure against a constrained vulnerability budget. Controls (microgap, uniform baseline) remain fully admissible. Cluster ladders (single-cluster: block of 200 near-degenerate levels; multi-cluster: ~370 near-degenerate levels) produce genuine violations of the admissibility inequality at the individual draw level.
Multi-cluster: ρ > 1 at 10/40 κ-steps, Aκ < 1 at 34/40 κ-steps, worst Aκ = 0.519 at κ = 0.1343 (ν = 185, ⟨inv⟩ = 185.16, ρ = 1.0009, ~48% of draws violated the inequality).
Single-cluster: ρ > 1 at 14/40 κ-steps, Aκ < 1 at 34/40 κ-steps, worst Aκ = 0.540 at κ = 0.3888 (ν = 100, ⟨inv⟩ = 100.15, ρ = 1.0015, ~46% of draws violated).
Violation condition: isolated block degeneracy requires δintra ≪ δmed ≈ δinter. No physical spectrum in the 3,313-evaluation corpus exhibits this structure.
| Ladder | n | mean ρ | max ρ | min Aκ | κ-steps ρ>1 | κ-steps Aκ<1 | Regime |
|---|---|---|---|---|---|---|---|
| microgap_ladder | 2000 | 0.0177 | 0.250 | 1.0000 | 0/40 | 0/40 | GP / Stable |
| uniform_baseline | 2000 | 0.0177 | 0.250 | 1.0000 | 0/40 | 0/40 | GP / Stable |
| multi_cluster | 2000 | 0.8919 | 1.0011 | 0.519 | 10/40 | 34/40 | SB / Transitional |
| single_cluster | 2000 | 0.8807 | 1.0015 | 0.540 | 14/40 | 34/40 | SB / Transitional |
At κ* = 0.554102, both cluster ladders jump from ν ∈ {100, 185} to ν = 1,000 = n/2 in a single step, ρ collapses from ≈1.001 to 0.19/0.11, and Aκ recovers to 1.0000 where it remains for all κ > κ*. This is not a numerical accident: the shared threshold is a computable geometric constant, κ* ≈ δbg / (2·δmed) ≈ 0.5, equal to the first evaluated grid point above 0.5 (= 0.554102). Although the ladders differ in cluster size (m = 200 vs ~370), they share the same global background spacing, so both vulnerability graphs percolate to the global ladder at the same κ*.
This vulnerability percolation transition is the same mechanism responsible for the ρ(κ) cliffs in the physical corpus (H atomic spectra κ* ≈ 0.55, DESI cosmic web κ* ≈ 0.307, Moon absS κ* ≈ 0.17). The cluster attack reveals the mechanism in isolation: below κ* the vulnerable subgraph is confined to the local cluster; at κ* it percolates to the global ladder and the inversion budget is absorbed. Violation is possible only while the gap hierarchy is broken by isolated block degeneracy.
This is the first biological domain in the corpus. The subject is the QT ribozyme — a 45 nt catalytic RNA — evaluated under two complementary instruments. CHAMBER STRUC-I v1.0.4 tests the USL admissibility inequality directly on fitness-ordered mutation ladders (single substitutions, double substitutions, deletion variants). CHAMBER STRUC-BIO-I v0.1 evaluates the epistasis-based compensation criterion D(G) ≤ C(G) on full double-mutant genotype graphs, where D counts single mutants less fit than wild-type and C counts double mutants with positive epistasis (E = fab − fa − fb). The two instruments operate on different mathematical objects but both probe the same underlying structural law. Both independently return STABLE results across all configurations.
Five of six ladders achieve Stable Structure (Aκ = 1.000, min_Ak = 1.000). The outlier is combined_del_single (n = 46, mean ρ = 0.554), which enters Weak Persistence — the highest-pressure non-adversarial result in the full corpus, exceeding the previous maximum of ρ = 0.424 (Si_density). The deletion ladder (n = 2,000 subsampled) reaches mean ρ = 0.819 and is classified Boundary-Stabilized, the first Boundary-Stabilized result among any physical system. Substitution-only ladders remain well within Stable Structure: complete10_double ρ = 0.081, complete10_single ρ = 0.222, combined_single ρ = 0.277, bp_mutants ρ = 0.172. The structural cost of length-altering mutations (deletions) substantially exceeds that of base substitutions.
Three dataset configurations were evaluated under the D(G) ≤ C(G) criterion. The QT45 v2 clean export (100 Hamming-1 singles, 4,791 Hamming-2 doubles; source: measured fitness) yields D = 72, C = 2,235, ρ = 0.0322 (z = 4.22 above null). This places the measured QT45 landscape at approximately the same structural pressure as the complete10_double fitness ladder and well below GOE. A hybrid fidelity-shifted configuration covering all 44 measured positions (132 singles, 948 doubles) yields ρ = 0.139 (z = −0.68, indistinguishable from the null shuffle), with near-total positive epistasis (99.9% of doubles; mean E = +15.2) driven by the uniform fidelity shift. A restricted 12-position window (36 singles, 594 doubles) yields ρ = 0.226 (z = 10.27, significantly above null; 26.8% positive epistasis; mean E = −0.69). All three configurations satisfy the law.
The substitution-only ladders (complete10_single, combined_single, bp_mutants) cluster tightly in mean ρ = 0.172–0.277, consistent with the nuclear domain (0.103–0.257) and well within Stable Structure. Introducing deletion variants transforms the picture: combined_del_single (which concatenates deletion and single-substitution fitness ranks) enters Weak Persistence at ρ = 0.554, and the pure deletion ladder reaches ρ = 0.819, the highest structural pressure recorded for any physical system in this corpus. At the vulnerability percolation threshold κ* = 0.554, the deletion ladder already has ρ = 0.724 — still well within STABLE (law satisfied) because Aκ = 1.000 throughout. This pattern is consistent with the Percolative Realizability Principle: deletion-induced fitness ranks are still hierarchically gap-connected even at elevated pressure, and the law holds. However, the proximity to the Boundary-Stabilized regime (ρ ≥ 0.5) suggests deletion landscapes are structurally distinct from the substitution subspace and warrant independent admissibility tracking as n increases.
The ratio of mean structural pressure in physical systems to the GOE null is approximately 2.1:1 for nuclear and condensed-matter domains. This ratio is stable and reproducible: nuclear ρ = 0.197 vs GOE ρ ≈ 0.093; condensed-matter ρ = 0.204 vs GOE ρ ≈ 0.093. This is not a marginal effect — it is a factor-of-two elevation maintained across domains with completely different physical mechanisms.
The domain pressure ordering is: CM ≈ nuclear > molecular > GOE. Condensed-matter and nuclear both occupy ρ ≈ 0.20, while molecular sits at 0.115. This may reflect that molecular rovibrational ladders are dominated by the rigid-rotor harmonic approximation (highly regular), whereas CM and nuclear ladders reflect genuinely complex many-body gap structures.
For the same material (e.g. Ge: density ρ = 0.351 vs formation_energy ρ = 0.072; TiO2: density ρ = 0.065 vs formation_energy ρ = 0.420), different property ladders can differ in ρ by a factor of 4–6. This means ρ encodes not just which material is being probed, but which geometric structure of its property spectrum is being tested. This is a more refined signal than domain-level classification.
Despite spanning 6 orders of magnitude in nuclear binding energy per nucleon variation, 4 shell closures (N or Z = 20, 28, 50, 82), and transitions between spherical and deformed nuclei, the 15 isotopes produce ρ values tightly clustered between 0.103 and 0.257 (σ = 0.036). This near-constant structural pressure across the nuclear chart is a previously unobserved invariant and warrants dedicated follow-up with a larger isotope sample.
DESI xyz galaxy ladders produce mean ρ ≈ 0.305, exceeding all other physical domains tested. The ρ(κ) profile is uniquely biphasic: a high-pressure plateau (ρ 0.03 → 0.65) at κ < 0.27 reflecting isolated galaxy-pair gap structure, then an abrupt cliff as ν jumps from 17 to 148 at κ ≈ 0.30 — the void–filament transition scale. No other domain shows this abrupt structural bifurcation. The cosmic web therefore has the highest mean pressure and the most distinctive ρ(κ) signature in the corpus, making it the domain most definitively near the admissibility boundary.
Across four physical domains, GOE null, and small/large n from 8 to 2,000 levels, the core UNNS inequality was never violated. The chamber's preregistered falsification protocol remains intact. The 10 Weak Persistence cases are structurally informative near-boundary systems, not failures. The programme's admissibility predicate survives this corpus.
Eight atoms from H to Au, in external magnetic field, all converge to ρ = 0.9585 ± 0.00004. This is the most precise numerical invariant in the corpus — four times tighter than the nuclear ρ clustering (σ=0.036). It suggests that magnetic-field-induced splitting creates a gap structure geometry that is atom-independent at the structural pressure level. The ρ sits at 0.9585 — CRITICAL zone — with Aκ = 0.999. Zeeman ladders are the most boundary-proximate physical structures found, exactly where the UNNS hypothesis predicts.
The full hydrogen spectrum (n=106) shows ρ rising to 0.762 then collapsing to 0.386 at κ ≈ 0.55, where ν doubles as the perturbation scale bridges the Lyman–Balmer series gap. The cosmic web DESI xyz ladder shows ρ peaking at 0.651 then collapsing at κ ≈ 0.30 as the void–filament scale is crossed. Both cliffs — and now the Moon absS cliff at κ ≈ 0.17 — share the same structural mechanism: a characteristic scale in the gap distribution where ν explodes and ρ collapses. The universality of this three-domain cliff pattern is the most unexpected structural analogy in the corpus.
Earth's EIGEN-6C4 gravity field has body mean ρ = 0.073, lower than any physical domain including molecular spectra. The synth σ_amp ladder gives ρ = 0.9995 and Aκ = 0.531 — the first Random Structure verdict and the only case where the admissibility rate is near 50%. The inequality still holds (inv ≈ 999 < ν = 1000), but by the narrowest margin in the corpus. The Moon's absS ladder delivers Transitional Structure with Aκ = 0.892 — structurally indistinguishable from the random field on this representation. The gravity domain thus provides both the most ordered and the most disordered physical structures in the corpus.
ERA5 250hPa zonal wind ladders span ρ = 0.086 (latband absmean, meridional projection) to 0.225 (lonsector, zonal projection). The meridional tier sits within 1.5% of the GOE null (0.087), reflecting the thermodynamically constrained, smooth north-south jet gradient imposed by differential solar heating and planetary rotation. The zonal tier at ρ = 0.225 matches the nuclear/CM range, reflecting the turbulent, nonlinear Rossby wave and storm-track variability in the east-west direction. An embedded integer-label null (ρ = 0.016) confirms signal authenticity with a 9.6× physical enrichment. The atmosphere is the only domain in the corpus where the same physical system simultaneously produces near-null and mid-range structural pressures depending on the projection axis.
F10.7 coronal radio flux (plasma emission) gives ρ = 0.022, solar dynamo (sunspot number) gives ρ = 0.376, and magnetic reconnection (flare flux) gives ρ = 0.393 — all from the same star. The 18× within-domain spread is the largest of any domain in the corpus. The flare ladder has the sharpest ν-transition (46× in one κ-step at κ ≈ 0.052) and the highest ρ ever recorded for a Weak Persistence ladder (ρ = 0.805). F10.7 is the second most relaxed physical measurement in the corpus, below Earth gravity. The solar domain thus mirrors the condensed-matter finding (same material, different properties → very different ρ) but at astrophysical scale, confirming that ρ encodes dynamical process complexity independently of the physical system's identity or scale.
Three Planck 2018 angular power spectra (TT, TE, EE; n ≈ 2,000 each) achieve Aκ = 1.0000 with domain mean ρ̄ = 0.254. The last-scattering surface (z ≈ 1,100; ~10²⁶ m comoving) sits in the same interior operating band as nuclear γ-spectra (10⁻¹⁵ m) — a scale span of 41 orders of magnitude. Intra-CMB ordering: EE (0.275) > TT (0.251) > TE (0.237), likely reflecting sign-mixing of the cross-correlation spectrum. No channel approaches the admissibility boundary.
Five NGL tenv3 stations (CAC2, P579, P591, P811, P812) all achieve Aκ = 1.0000 with domain mean ρ̄ = 0.133 — between the molecular and nuclear tiers. The inter-station spread is 2.85× (P579: 0.081 to CAC2: 0.231). CAC2 elevation may reflect proximity to an active fault system. Two scaling regimes: gap-hierarchical (CAC2, α ≈ 0.74) and threshold-onset (P579/P591, α ≈ 1.9–2.0). Structural pressure may be a novel geophysical proxy for tectonic loading.
Gap-preserving H₂O surrogates (shuffled, histogram-matched) all achieve Aκ = 1.0000, confirming Gap-Spectrum Invariance. Cluster ladders produce genuine violations: ρ > 1 at 10–14 κ-steps, Aκ ≈ 0.52 at worst. Both cluster ladders recover at the shared vulnerability percolation threshold κ* = 0.554102 (= δbg / 2δmed ≈ 0.5) in a single step. Physical spectra never exhibit isolated block degeneracy; they percolate continuously across scales. The Universal Structural Law is a law of hierarchically-gapped, percolatively connected gap geometries.
Substitution fitness ladders of the 45 nt QT ribozyme (ρ = 0.081–0.277) cluster near nuclear spectra (0.103–0.257), establishing that fitness-ordered point-mutation landscapes obey the same structural law as physically measured energy spectra. The complete10_double ladder (ρ = 0.081) is the lowest-pressure molecular fitness ladder in the corpus, comparable to H₂O rovibrational spectra. Deletion-type ladders (ρ = 0.554–0.819) define a new high-pressure physical regime not previously observed — Boundary-Stabilized, with all Aκ = 1.000 maintained — suggesting that length-altering mutations generate structurally distinct admissibility geometry from base substitutions.
STRUC-BIO-I evaluates a distinct formulation of the structural law: disorder D counts single mutants below wild-type fitness; compensation C counts double mutants with positive epistasis. The measured QT45 dataset (ρ = 0.032, z = 4.22 above null) places the catalytic RNA fitness landscape in the same structural pressure tier as complete10_double and near the lowest-pressure systems in the corpus. Two fidelity-modulated configurations (ρ = 0.139, 0.226) also satisfy the law. The cross-instrument consistency — STRUC-I ρ ≈ 0.081–0.277 for substitution ladders, STRUC-BIO-I ρ = 0.032–0.226 — confirms that the QT ribozyme fitness landscape is robustly admissible under both formulations of the inequality.
The Phase 0 condensed-matter gold-set corpus (8 materials, 48 ladders, 1,920 evaluations) records zero violations and extends the admissibility map in two directions. At the low end, the degenerate Al₂O₃ single-phase control (ρ = 0) and the minimal 2-state pairs (Fe BCC/FCC and PbTiO₃, ρ̄ ≈ 0.009) establish the lower bound of the phase-chain pressure range. At the high end, SiO₂ c-axis (ρ̄ = 0.499) and cell_volume (ρ̄ = 0.476) enter Weak Persistence — the first condensed-matter Weak Persistence result from a geometrically-motivated phase progression, as opposed to a DFT property ladder. A systematic descriptor-channel anisotropy is observed in all multi-phase materials: volumetric descriptors (cell_volume, vol/atom, vol/fu) carry higher structural pressure than axial parameters (a, b, c), except in SiO₂ where the c-axis is anomalously elevated. The ferroic result confirms that within the perovskite family, ρ̄ scales with both the number of phases and the degree of lattice distortion across the chain. Global min Aκ across the entire phase-chain corpus: 0.9835 (KNbO₃ vol/fu). The USL is non-falsified across the condensed-matter domain in both its DFT property ladder and crystallographic phase-chain formulations.
The Percolative Realizability Principle conjectures that admissibility holds iff the vulnerability graph percolates across scales before local inversion pressure saturates the local budget. The cluster attack establishes the "only if" direction. Can the "if" direction be proved? This would unify the combinatorial exchange bound, gap-spectrum projector, and vulnerability growth asymmetry into a single structural theorem.
ν ∝ κα with α ≈ 0.7 was characterised from GNSS and CMB. Is α ≈ 0.7 universal for gap-hierarchical ladders, or does it vary by domain? Does the two-parameter fingerprint (ρ̄, κ*) uniquely classify gap-distribution class, or do degenerate fingerprints exist? Systematic fitting across nuclear, molecular, and cosmic web ladders would test universality.
Cluster ladders establish the boundary. Remaining tests: (i) maximally degenerate sequences (zero-gap blocks) — do these violate more severely? (ii) Poisson point process ladders (exponential gap distribution, no level repulsion). If Poisson ladders breach admissibility, it would establish a quantitative threshold distinguishing admissible from inadmissible gap distributions.
GOE level repulsion produces ρ ≈ 0.09 by suppressing near-degenerate pairs. Can the GOE n-drift (0.087 → 0.101 for n = 100 → 500) be derived analytically from the Wigner surmise gap distribution and the STRUC-I vulnerability formula? A closed-form ρ̄GOE(n) would close the link to quantum chaos universality.
Station CAC2 (ρ̄ = 0.231) is 2.85× above P579 (0.081). Does ρ̄ correlate with seismic moment release rate or fault-trace distance across the full NGL network? A systematic survey of ~50 Basin and Range stations would test whether structural pressure is a novel geophysical diagnostic — the first Earth-science application of the UNNS admissibility framework.
The Phase 0 gold-set establishes static admissibility at discrete phase compositions. The natural extension: do ρ̄ profiles evolve continuously as a system is driven through a phase boundary (e.g., temperature-dependent lattice parameters approaching a Curie point in BaTiO₃ or KNbO₃)? UNNS-style prediction: ρ̄ should rise as the boundary is approached and relax again in the new phase. Testing this would transform the USL from a static structural audit into a dynamical diagnostic of phase-transition proximity — a structurally grounded analogue of order-parameter divergence near a critical point.