| """Reference output placeholder for sparse hyperbolic recovery. | |
| The hidden reference is generated analytically from straight shock | |
| interfaces satisfying the 2D Rankine-Hugoniot jump condition. | |
| It records transition curves, discontinuity jumps, unit normals, | |
| contour-style geometry, and gradient-facing diagnostics for gates. | |
| """ | |