RRLS: relations, rewrites & phase / Report

RRLS v0.8 Universal Corpus Experiment

Superseded05 Sept 2026 · saved

The archived source is available to read.

01 / THE QUESTION

Editorial guide

Does a recursive phrase vocabulary, given no semantic labels, find structure shared across text, code, DNA-like, numeric and image data?

02 / WHAT THE RECORD SAYS

Source passage

The stronger universal layer appears after removing literal symbol identity and grouping learned words by relationship geometry.

03 / LIMITS & OPEN POINTS

Source passage

The benchmark data is controlled/generated rather than a representative web-scale natural corpus.

04 / THE NEXT QUESTION

Source passage

v0.8 therefore adds a Universal Corpus Lab so arbitrary real files can be supplied and future relation operators can be compared against this baseline.

05 / CHECKS IN THE RECORD

Editorial guide

This record does not separate a verification section. Read its methods, assumptions and original source before treating a claim as checked.

Previous connections

RRLS Studio v0.7series order (mechanical)

Following connections

RRLS v0.9 — Common Crawl Web-Corpus Modeseries order (mechanical)
RRLS v0.10 Research Reporttests
A v0.8 hierarchy trained on one 11 MiB heterogeneous corpus was frozen and applied to an independently generated 11 MiB corpus
Passage from RRLS v0.10 Research Report

Source & provenance

Access: Public
Dates declared in the record: Not recorded
Project basis: Editorial topic association
Origin: d0re research collection (snapshot 1 October 2026)
Original path: /The Theory of Reality/RRLS_v08_EXPERIMENT_REPORT.md
Authorship basis: Collection attribution; original record retains its own credits
Title basis: From the source
Date: 05 Sept 2026 · saved
Status basis: r-451033824569 replaces the in-memory corpus lab: "The previous Universal Corpus Lab held its working corpus in memory. v0.9 uses SQLite:"
Size: 6,844 bytes
Word count: 712 words
SHA-256 of indexed source: 95b0a3b2973ef71823b5c9fa76906e015e7410566ca1ad7d1c84d671eca2e4e2

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RRLS v0.8 Universal Corpus Experiment
Version 0.8
2026-09-05
d0re research record r-95b0a3b2973e
https://www.d0re.com/library/records/r-95b0a3b2973e.html
Authorship basis: Collection attribution; original record retains its own credits
Date basis: saved
Source SHA-256: 95b0a3b2973ef71823b5c9fa76906e015e7410566ca1ad7d1c84d671eca2e4e2