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Lineage‑Integrity Matrix#

Axis Question / Prompt Expected Evidence Integrity Risk If Weak
Origin traceability Can we name the earliest canonical source(s) for this concept or operator? Citations, dates, authors, module paths Ancestry blur, “came from nowhere” narratives
Cross‑canon mapping Is this concept mapped to at least one external canon or prior art? Cross‑canon matrix entries, external references Local reinvention, novelty inflation
Inheritance rules Are the inheritance rules (what was kept, changed, dropped) explicitly stated? Change logs, deltas, rationale notes Silent mutation, regime drift
Drift accounting Is drift (semantic, operational, ethical) tracked across versions and forks? Version history, drift tags, deprecation notes Unacknowledged drift, misaligned reuse
Operator genealogy Are operators linked to parent operators or patterns in other modules? Genealogy diagrams, operator trees Orphan operators, opaque behavior
Regime context Is the regime (domain, constraints, stakes) of origin clearly documented? Domain tags, risk level, deployment context Context loss, mis‑deployment in new regimes
Attribution & credit Are all major ancestors credited (people, labs, communities, frameworks)? Attribution section, contributor list Credit laundering, exploitative reuse
Licensing & obligations Are licensing terms and obligations attached to the lineage, not just the artifact? License tags, obligations checklist Rights laundering, compliance gaps
Defensive publication Is there a defensive publication or prior‑art record for key claims? DOI, timestamped repo, public archive link Patent risk, enclosure of shared knowledge
AI‑parsable structure Is the lineage represented in a machine‑readable format (JSON, YAML, graph)? JSON/YAML lineage file, graph schema Non‑scannable ancestry, weak automated checks

Usage#

  • For each new artifact (model, operator, pattern, module), walk the matrix row by row.
  • Mark each axis as: strong, partial, or weak.
  • Any axis marked weak should trigger:
    • a lineage repair task (add citations, cross‑canon mapping, genealogy), or
    • a deployment constraint (do not deploy in high‑stakes regimes until repaired).

Updated