The Finite-Binary Möbius Conjugate-Response Law

Exact Gibbs certification, covariance closure, and all-order Hamiltonian reconstruction in correlated binary equilibrium. This work establishes the complete finite-binary Möbius conjugate-response closure C_FB. It joins six measurable sectors—thermodynamic pressure, contextual insertion energy, conditional odds, covariance, total correlation, and Möbius interaction coefficients—through three compact equilibrium identities, a finite-residual robustness certificate, and a correlation-completed information balance. For finite classical binary systems in full-support isothermal constrained equilibrium, and for the jointly diagonal quantum sector in which the Hamiltonian and all binary record projectors share one commuting algebra, the local law is Pi_i + D_iH(b) + k_BT ell_i(b) = 0 and the matrix law is -(partial Pi/partial p) Cov(X) = k_BT I. The complete edge family is necessary and sufficient for the finite Gibbs law. A nonzero residual localizes the violated equation to a bit and conditioning context without uniquely identifying which physical input caused the violation; uniformly bounded residuals yield explicit Kullback–Leibler and total-variation guarantees. Boolean/Möbius differentiation reconstructs every nonconstant Hamiltonian interaction order through redundant conditional-logit routes, with the one-body sector completed by an independently calibrated source. An exact total-correlation term closes the information balance for arbitrary differentiable correlated paths and makes the independent-product reduction a sharp boundary. The contribution is the complete overdetermined closure: a new proof and Hamiltonian-reconstruction method, an exact domain-specific physical law, and a reusable cross-field measurement architecture. Coherent noncommuting systems, hidden reservoirs, driven steady states, and general nonequilibrium dynamics remain outside the theorem. Shared executable final seal: this package carries the complete public Cross-Field Spectral Capacity Probe, not merely a companion citation. SCP instantiates the normalized pressure/logit and product-root composition route developed here alongside the Silver spectral-capacity and Boolean/Möbius carrier routes. Its hard integrated benchmark reports PASS at 100.0 readiness. In the declared twelve-case deterministic ablation, capacity alone resolves 9/12 cases and the complete diagnostic resolves 12/12; the pressure/logit route is separately tested through exact product composition and raw-probability false-map rejection. The engine, frozen outputs, hashes, and replay instructions are included in SCP_TRIAD_FINAL_SEAL/. The co-released triad is The Möbius–Obstruction Instrument: From Response Surfaces to Irreducible Supports and Minimal Interventions (doi:10.5281/zenodo.21745631); The Finite-Binary Möbius Conjugate-Response Law (doi:10.5281/zenodo.21745774); and The Silver Web: A Cross-Field Carrier–Capacity Correspondence (doi:10.5281/zenodo.21746428). Each is a stand-alone result. Neither companion is a premise of this theorem, and no evidence battery is pooled across the papers. Their complementary roles are response-to-support-to-intervention, finite-binary physical closure, and cross-field carrier-to-capacity correspondence. The deposit includes the paper in PDF, HTML, and Markdown, an embedded standard-library Python verifier with byte-matched recorded output, release metadata, licenses, manifests, and a deterministic reproducibility archive. First-party publication materials are CC BY 4.0; first-party executable code is Apache-2.0. Mixed files are licensed by portion, and third-party components retain their upstream terms.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-03
DOI
https://doi.org/10.5281/zenodo.21745774
Citations
4
Primary Topic
Advanced Thermodynamics and Statistical Mechanics
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

The Finite-Binary Möbius Conjugate-Response Law

Jacob Bulmash
4 citations
Zenodo (CERN European Organization for Nuclear Research)
Advanced Thermodynamics and Statistical Mechanics
preprint

The Finite-Binary Möbius Conjugate-Response Law

Jacob Bulmash
preprint en
4 citations

Abstract

Exact Gibbs certification, covariance closure, and all-order Hamiltonian reconstruction in correlated binary equilibrium. This work establishes the complete finite-binary Möbius conjugate-response closure C_FB. It joins six measurable sectors—thermodynamic pressure, contextual insertion energy, conditional odds, covariance, total correlation, and Möbius interaction coefficients—through three compact equilibrium identities, a finite-residual robustness certificate, and a correlation-completed information balance. For finite classical binary systems in full-support isothermal constrained equilibrium, and for the jointly diagonal quantum sector in which the Hamiltonian and all binary record projectors share one commuting algebra, the local law is Pi_i + D_iH(b) + k_BT ell_i(b) = 0 and the matrix law is -(partial Pi/partial p) Cov(X) = k_BT I. The complete edge family is necessary and sufficient for the finite Gibbs law. A nonzero residual localizes the violated equation to a bit and conditioning context without uniquely identifying which physical input caused the violation; uniformly bounded residuals yield explicit Kullback–Leibler and total-variation guarantees. Boolean/Möbius differentiation reconstructs every nonconstant Hamiltonian interaction order through redundant conditional-logit routes, with the one-body sector completed by an independently calibrated source. An exact total-correlation term closes the information balance for arbitrary differentiable correlated paths and makes the independent-product reduction a sharp boundary. The contribution is the complete overdetermined closure: a new proof and Hamiltonian-reconstruction method, an exact domain-specific physical law, and a reusable cross-field measurement architecture. Coherent noncommuting systems, hidden reservoirs, driven steady states, and general nonequilibrium dynamics remain outside the theorem. Shared executable final seal: this package carries the complete public Cross-Field Spectral Capacity Probe, not merely a companion citation. SCP instantiates the normalized pressure/logit and product-root composition route developed here alongside the Silver spectral-capacity and Boolean/Möbius carrier routes. Its hard integrated benchmark reports PASS at 100.0 readiness. In the declared twelve-case deterministic ablation, capacity alone resolves 9/12 cases and the complete diagnostic resolves 12/12; the pressure/logit route is separately tested through exact product composition and raw-probability false-map rejection. The engine, frozen outputs, hashes, and replay instructions are included in SCP_TRIAD_FINAL_SEAL/. The co-released triad is The Möbius–Obstruction Instrument: From Response Surfaces to Irreducible Supports and Minimal Interventions (doi:10.5281/zenodo.21745631); The Finite-Binary Möbius Conjugate-Response Law (doi:10.5281/zenodo.21745774); and The Silver Web: A Cross-Field Carrier–Capacity Correspondence (doi:10.5281/zenodo.21746428). Each is a stand-alone result. Neither companion is a premise of this theorem, and no evidence battery is pooled across the papers. Their complementary roles are response-to-support-to-intervention, finite-binary physical closure, and cross-field carrier-to-capacity correspondence. The deposit includes the paper in PDF, HTML, and Markdown, an embedded standard-library Python verifier with byte-matched recorded output, release metadata, licenses, manifests, and a deterministic reproducibility archive. First-party publication materials are CC BY 4.0; first-party executable code is Apache-2.0. Mixed files are licensed by portion, and third-party components retain their upstream terms.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Advanced Thermodynamics and Statistical Mechanics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.