Eigenvalue density from large random matrices --- converges to the Wigner semicircle law; for the emitted support [-1, 1] this is ρ(x)=(2/π)√(1-x²) (the √(4-x²)/(2π) form is the radius-2 convention)
Standard analysis sees: rich, high-entropy values; aperiodic / broadband; high-complexity (noise-like); monofractal; high-dimensional / space-filling. The atlas detects no named structure beyond this.
Nothing beyond the standard reading — this source’s structure is already captured by standard features; the atlas adds no named residual.









_(centered)/signed_log_z/Wigner_Semicircle.png)
_(centered)/xy_path/Wigner_Semicircle.png)

/barcode/Wigner_Semicircle.png)
/d_curve/Wigner_Semicircle.png)








/phi_spectrum/Wigner_Semicircle.png)










/default/Wigner_Semicircle.png)
/default/Wigner_Semicircle.png)


| Nearest neighbor | Distance | |
|---|---|---|
| ChaCha20 | 1.95 | cross-origin |
| AES Encrypted | 2.09 | cross-origin |
| BSL Residues | 2.11 | cross-origin |
Möbius-S³ › Möbius-S³:phase_profile_deviation | rank 306/307 | 0.1087 |
Predictability › Predictability:sample_entropy | rank 3/307 | 2.2365 |
S² × ℝ (Thurston) › S² × ℝ (Thurston):bingham_concentration | rank 307/307 | 0.3922 |