Ontological Gravity and Meta-Artifacts: A Framework for Traceable Reasoning in AI Agents

We introduce the concept of ontological gravity — the property by which structured knowledge exerts a measurable pull on related concepts. We describe KCP, a memory architecture with seven ontological registers carrying mass and gravitational influence. We propose a taxonomic framework (L0-L5) spanning two ontological planes (Profession and Life) within a bounded behavioral space, and an action formula that composes static layers into a causal loop with full traceability. A meta-cognitive chain allows agents to evaluate confidence before acting. Validated with 206 tests, 160+ empirical cases, and 793 cryptographically timestamped commits.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-28
DOI
https://doi.org/10.5281/zenodo.21633781
Primary Topic
Explainable Artificial Intelligence (XAI)
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

Ontological Gravity and Meta-Artifacts: A Framework for Traceable Reasoning in AI Agents

GABRIEL ALCARAZ ORENES
Zenodo (CERN European Organization for Nuclear Research)
Explainable Artificial Intelligence (XAI)
preprint

Ontological Gravity and Meta-Artifacts: A Framework for Traceable Reasoning in AI Agents

GABRIEL ALCARAZ ORENES
preprint en

Abstract

We introduce the concept of ontological gravity — the property by which structured knowledge exerts a measurable pull on related concepts. We describe KCP, a memory architecture with seven ontological registers carrying mass and gravitational influence. We propose a taxonomic framework (L0-L5) spanning two ontological planes (Profession and Life) within a bounded behavioral space, and an action formula that composes static layers into a causal loop with full traceability. A meta-cognitive chain allows agents to evaluate confidence before acting. Validated with 206 tests, 160+ empirical cases, and 793 cryptographically timestamped commits.

Zenodo (CERN European Organization for Nuclear Research)
Explainable Artificial Intelligence (XAI)
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.

Ontological Gravity and Meta-Artifacts: A Framework for Traceable Reasoning in AI Agents — GABRIEL ALCARAZ ORENES · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS