RGR 11.4 — Reverse Geometric Reconstruction: Typed Structural Reconstruction and Diagnostic ResolutionReverse Geometric Reconstruction
Year: 2026
Type: preprint
Abstract: RGR 11.4 is a major methodological development of the RGR 7.1 graph-based reasoning protocol introduced in June 2026. The framework develops a typed architecture for structural reconstruction, diagnostic reasoning, verification, and controlled handling of incomplete results. It introduces explicit procedures for distinguishing observations, reconstructions, structural deficits, candidate solutions, and verified outcomes. Particular attention is given to the preservation of invariants, boundaries, scale, provenance, unresolved residuals, diagnostic coverage, and the conditions under which reconstructed structures may be admitted or rejected. This release consolidates the RGR 11.4 architecture with Revision 7 corrections to procedural contracts, verification signatures, dataflow, recursive diagnostics, and resolution coverage. The publication documents the conceptual and procedural evolution of RGR. It does not claim independently demonstrated performance improvements, general mathematical solutions, or complete runtime verification.
Author: Kablukov, Vitalii
Language: English
Topic: Topic Modeling
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7165493193
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