The Spectral Gravitation Framework (SGF) introduces a density‑responsive, entanglement‑based extension of general relativity. Paper 1 lays out the core ontology, unified action, three regimes, and falsifiable predictions, positioning SGF as a testable proposal for unifying gravity, quantum phenomena, and cosmology.