Messy Data Trust Engine v1
data/build-026-engine-v1.jsonVersioned normalization, duplicate grouping, review, and provenance rules over a synthetic fixture.
RETAINED PATH LISTED · PUBLIC SOURCE LINK NOT AVAILABLE
BUILD 026
Messy Data Trust X-Ray
Data becomes more trustworthy when normalization is explicit, every transformation remains reversible, possible duplicates wait for review, and the clean record never loses its source.
QUESTIONCan clean-looking data still show exactly what changed and which records may be duplicates?
STRUCTURED PUBLIC BUILD ARCHIVE
Research, creation, decisions, audits and plans are publicly structured without claiming that every release gate is complete.
This page exists so the durable record does not depend on conversation history. Research, decisions, generated artifacts, audits, limitations, media metadata, plans and canonical source paths are retained here as part of the build itself. A listed repository path proves that an implementation record was retained; it does not independently support a real-world factual claim.
0 of 5 listed retained paths have a public reader link on this archive page. Unlinked paths remain named for traceability but are not represented as publicly inspectable evidence.
What informed the build
What exists because we built it
026-A Messy Data Trust X-Ray
Normalizes synthetic records, preserves before-and-after transformations, holds possible duplicates for review, and exports locally.
026-B Reversible Provenance
Moves records through raw, normalize, review, and trace stages.
Normalization Rules and Duplicate Review Queue
Reusable trace and review primitives for later search, telemetry, portability, and island-data builds.
Why it works this way
Canonical versus derived copy is explicit
Title, job, B-Web, and lineage are frozen canon; question, thesis, fixture, rules, statuses, and interface language are derived.
Builds 010, 011, and 020 are concrete dependencies
The x-ray requires an explicit target schema, identity resolution, and a reconstructable evidence trail.
Possible duplicates are never silently merged
Normalization may group candidates, but a recorded human review remains necessary.
Traceability is not truth
A reversible transformation does not prove source accuracy, identity, legality, or fitness for use.
How the work was checked
Machine-readable archive
data/build-026-archive-v1.jsonRoutes, lineage, privacy boundary, and deferred gates.
RETAINED PATH LISTED · PUBLIC SOURCE LINK NOT AVAILABLE
Privacy/support
data/build-026-privacy-support-v1.jsonSynthetic browser-local state and no-real-data warning.
RETAINED PATH LISTED · PUBLIC SOURCE LINK NOT AVAILABLE
Freshness/performance
data/build-026-freshness-performance-v1.jsonVersioned deterministic offline-after-load operation.
RETAINED PATH LISTED · PUBLIC SOURCE LINK NOT AVAILABLE
Browser fixtures
tests/build026.spec.tsDuplicate review, trust gaps, export, 320px, and paired visual coverage.
RETAINED PATH LISTED · PUBLIC SOURCE LINK NOT AVAILABLE
What this build intentionally leaves forward
Independent release gates
Authenticated live browser, physical-device accessibility, GitHub-hosted CI, and LinkedIn media certification remain separate from implementation.
Future consumers
028, 031, 035, and 099 consume cap:026.
Take the social artifact with you
B-LINKEDIN / CANONICAL FILM
720×900 · 4:5 MP4 · 24 fps · silent-first
CURRENT VERIFIED MEDIA / 30-second film · 371.6 KB
FINAL PROPOSITION / MESSY DATA CAN SUPPORT A DECISION ONLY WHEN ITS LIMITS REMAIN VISIBLE.
SHA-256 63a916174e6bfdc4de4eaa5d9dfa475dfbd0c6ac4e4cbcbfa399407904a3eafdReproducible from data/linkedin-film-specs-v1.json with scripts/render-linkedin-films.py. The website—not a chat attachment—is the canonical media source.
The repository files that preserve the implementation record
apps/web/app/100-builds/026/a/MessyDataLab.tsxapps/web/app/100-builds/026/b/CleaningLine.tsxpackages/release/src/messy-data-trust-engine.tsdata/build-026-engine-v1.jsondata/build-026-archive-v1.jsondocs/builds/026/SPEC.mddocs/builds/026/ARCHIVE.mdtests/build026.spec.tsThese paths preserve the implementation record. Only items with an explicit public reader link are publicly inspectable here. A file path, working interface or internal engine is not independent support for a real-world claim; synthetic propositions and design reasoning remain labeled within the retained record.