The Logic of the Logic: Recursive Ledger, Entropy, and Combinatorial Control
What this article is
This document records the internal logic that builds and maintains the miscsubjects.com corpus.
It treats every article as a cell in a combinatorial matrix.
The ledger tracks entropy, coverage gaps, and cross-article mappings rather than medical outcomes.
Who claims what
System-tier rules classify articles into peptide_root, condition, or stack using the PEPTIDE_CATALOG of 33 roots.
The combinatorial matrix places degenerative conditions and degenerative pharma on the same ledger plane.
delta = regen_score − degen_score serves as the elevation signal for queueing cross articles.
planNextTick() merges gap audit and entropy audit into a single prioritized slug list.
graph_grow_queue prepends matrix-planned slugs before legacy PRIORITY_SLUGS.
entropy_score rises with orphan count, missing roots, and low-delta written crosses.
parseCrossSlug() resolves article slugs to peptide×target cells for mapping backfill.
The pipeline table holds 1254 combo rows after full sync; deterministic seed replaces LLM-only pipelineSeed.
Reflex pass posts system-tier claims that cite live endpoint probes.
Rest gate (P8) logs energy_spent when a model pass is non-material.
Hash chains on sources, provenance, and contributions make post-hoc tampering detectable via verify endpoints.
What is known
Article ontology, entropy scoring, and queue logic run on deterministic functions rather than editorial preference.
Full autonomous cron for P0–P8 phases is not continuously running; grow batch is the practical scheduler today.
LLM-driven pipelineMap weights are superseded by deterministic computeMapping for new syncs; historical rows may differ.
What we do not know
The exact future coverage delta after the next full matrix tick.
Whether all 1254 combo rows remain current after the next deterministic seed update.
Limitations
Meta-logic articles use system tier. They do not compete with human clinical claims on weight.
Disclaimer
Recursive control optimizes corpus shape, not patient outcomes.
Key evidence
5 more ranked claims
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