"""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.
"""