MCK Region Transitions: Restricted Realization Mechanisms and Their Limits

The MCK framework partitions artifacts into seven regions by three predicates — meaning, opacity, function — and its region transitions form a group acting on the region set. The result is algebraic: it exhibits the transition between any two regions and supplies no procedure that moves an artifact along one. We study four restricted realization families and fix, for each, what it covers and where it stops. Assimilation reclassifies pure opacity and nothing else; we prove that the residue — the opacity co-present with meaning or with function — is a floor no comprehension strength lowers, so an agent that possesses symbols cannot assimilate its way out of possessing them. Operator admission seats a candidate in the fully intersecting region without extending structural reach, so any extension of reach under a fixed realization witnesses a changed basis rather than a new name. Denotation admits as sources exactly the symbol domain and is not recoverable from the predicates: perfect recovery of a region label leaves denotation undetermined. The reconstruction certificate is strictly weaker than the discovery predicate, the gap being a key-membership condition we show unclosable in general. Each mechanism is studied for a declared observer; no universal artifact-level realizer follows. The realization is ideal and exact; whether a trained representation supports an approximate counterpart is not addressed here, and no infinite-reachability claim rests on finite evidence. Five temporal conjectures over locally declared runs mark open trace-level questions; no monitor is constructed. --- RELATIONSHIP TO "MEANING, OPACITY, AND FUNCTION" (concept DOI 10.5281/zenodo.21772772). FOUNDATIONAL IMPORT. The seven-region partition, the three predicates, the structured ambiguity domain, the suspension convention on the purely functional cell, the semantic horizon, and the denotation map are taken from that paper and used exactly as defined there. They are not re-derived, and no embedding or reduction between the two settings is claimed. EXTENSION. That framework establishes, for any ordered pair of regions, that a unique transition between them exists, and supplies no procedure that carries a given artifact along one. This paper studies four restricted realization mechanisms rather than the general case, and fixes for each what it covers and where it stops. Nothing here closes that gap. NEW RESULTS. The invariance of the symbol domain under assimilation and the residual-opacity floor; the admission of an operator without extension of structural reach; the non-recoverability of denotation from the predicates; the key-membership gap between the reconstruction certificate and the discovery predicate; and the denotation graph with its four modes and fourteen canonical symbol classes, which discharges a deferral the foundations paper makes by name. CONJECTURES. Five statements written with temporal operators over locally declared runs. All are conjectural or explicitly open, none is used in a proof, and no monitor is constructed. --- Version note (v2; changes from v1, 10.5281/zenodo.22017443). (1) Citation-integrity corrections: the foundations paper is now cited at its version DOI (10.5281/zenodo.22016203) and statements attributed to it are aligned with its text; attributions to Goldwasser-Micali-Rackoff, Groth, Clarkson-Schneider, Kirsh-Maglio, Lindley, Halpern-Moses-Vardi (via Halpern-Pucella), Linzen and Rogers were made faithful to the sources. (2) Expanded related work: new Sections 10.6-10.10 (vocabulary expansion, embedding initialisation and continued pretraining, with Table 4; model editing; in-context and external-memory adaptation; evaluation methodology; mechanistic interpretability), footnotes on embedding anisotropy and on tokenless versus tokenizer-free models, a continued-pretraining paragraph in Section 11, and 29 added references. (3) Other additions: an introduction paragraph on the formal contributions, and interpretive Remarks 4.1, 10.1 and 11.1 (former Remark 4.1 is now Remark 4.2). No theorem, proposition, corollary, conjecture or definition was changed in content; the lead-in of Definition 5.5 was reworded only to attribute the M0/C0 notation correctly.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-29
DOI
https://doi.org/10.5281/zenodo.23041603
Primary Topic
Logic, Reasoning, and Knowledge
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
preprint

MCK Region Transitions: Restricted Realization Mechanisms and Their Limits

Carmelo Asaro, Giuseppe Francesco Italiano, Davide Bragetti, Edoardo Palumbo
Zenodo (CERN European Organization for Nuclear Research)
Logic, Reasoning, and Knowledge
preprint

MCK Region Transitions: Restricted Realization Mechanisms and Their Limits

Carmelo Asaro, Giuseppe Francesco Italiano, Davide Bragetti, Edoardo Palumbo
preprint en

Abstract

The MCK framework partitions artifacts into seven regions by three predicates — meaning, opacity, function — and its region transitions form a group acting on the region set. The result is algebraic: it exhibits the transition between any two regions and supplies no procedure that moves an artifact along one. We study four restricted realization families and fix, for each, what it covers and where it stops. Assimilation reclassifies pure opacity and nothing else; we prove that the residue — the opacity co-present with meaning or with function — is a floor no comprehension strength lowers, so an agent that possesses symbols cannot assimilate its way out of possessing them. Operator admission seats a candidate in the fully intersecting region without extending structural reach, so any extension of reach under a fixed realization witnesses a changed basis rather than a new name. Denotation admits as sources exactly the symbol domain and is not recoverable from the predicates: perfect recovery of a region label leaves denotation undetermined. The reconstruction certificate is strictly weaker than the discovery predicate, the gap being a key-membership condition we show unclosable in general. Each mechanism is studied for a declared observer; no universal artifact-level realizer follows. The realization is ideal and exact; whether a trained representation supports an approximate counterpart is not addressed here, and no infinite-reachability claim rests on finite evidence. Five temporal conjectures over locally declared runs mark open trace-level questions; no monitor is constructed. --- RELATIONSHIP TO "MEANING, OPACITY, AND FUNCTION" (concept DOI 10.5281/zenodo.21772772). FOUNDATIONAL IMPORT. The seven-region partition, the three predicates, the structured ambiguity domain, the suspension convention on the purely functional cell, the semantic horizon, and the denotation map are taken from that paper and used exactly as defined there. They are not re-derived, and no embedding or reduction between the two settings is claimed. EXTENSION. That framework establishes, for any ordered pair of regions, that a unique transition between them exists, and supplies no procedure that carries a given artifact along one. This paper studies four restricted realization mechanisms rather than the general case, and fixes for each what it covers and where it stops. Nothing here closes that gap. NEW RESULTS. The invariance of the symbol domain under assimilation and the residual-opacity floor; the admission of an operator without extension of structural reach; the non-recoverability of denotation from the predicates; the key-membership gap between the reconstruction certificate and the discovery predicate; and the denotation graph with its four modes and fourteen canonical symbol classes, which discharges a deferral the foundations paper makes by name. CONJECTURES. Five statements written with temporal operators over locally declared runs. All are conjectural or explicitly open, none is used in a proof, and no monitor is constructed. --- Version note (v2; changes from v1, 10.5281/zenodo.22017443). (1) Citation-integrity corrections: the foundations paper is now cited at its version DOI (10.5281/zenodo.22016203) and statements attributed to it are aligned with its text; attributions to Goldwasser-Micali-Rackoff, Groth, Clarkson-Schneider, Kirsh-Maglio, Lindley, Halpern-Moses-Vardi (via Halpern-Pucella), Linzen and Rogers were made faithful to the sources. (2) Expanded related work: new Sections 10.6-10.10 (vocabulary expansion, embedding initialisation and continued pretraining, with Table 4; model editing; in-context and external-memory adaptation; evaluation methodology; mechanistic interpretability), footnotes on embedding anisotropy and on tokenless versus tokenizer-free models, a continued-pretraining paragraph in Section 11, and 29 added references. (3) Other additions: an introduction paragraph on the formal contributions, and interpretive Remarks 4.1, 10.1 and 11.1 (former Remark 4.1 is now Remark 4.2). No theorem, proposition, corollary, conjecture or definition was changed in content; the lead-in of Definition 5.5 was reworded only to attribute the M0/C0 notation correctly.

Zenodo (CERN European Organization for Nuclear Research)
Don Carlo Gnocchi Foundation (IT), Libera Università Internazionale degli Studi Sociali Guido Carli (IT), Sapienza University of Rome (IT)
Logic, Reasoning, and Knowledge
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.