Transparency and interpretive boundaries

Limitations and Responsible Use

The release is designed for careful study, but its review classification, source access, provisional mappings, and theological framework must remain visible.

Release v1.0-AI-ECR Published 2026-07-31 Matthew 5–7 AI-reviewed · not human peer review
Essential classification: This resource is AI-reviewed. It is not human peer review, denominational authorization, or human inter-annotator reliability evidence.

Known limitations

  1. AI review: The release was reviewed by AI systems operating under a strict consolidated protocol. Agreement between AI systems is corroborative convergence, not human reliability evidence.
  2. Textual apparatus access: Full licensed NA28, UBS5, or UBS6 apparatus adjudication was not completed for every textual issue. Main-text observations are not equivalent to manuscript-witness verification.
  3. Blank textual placeholders: Forty-three textual-control rows contain no supplied reference or issue summary and remain transparent not-applicable placeholders.
  4. Provisional mappings: Forty-five occurrence-to-central mapping controls were confirmed provisionally because the reviewers did not have the exact Pilot 27 source wording mounted in their environments.
  5. Segmentation dependence: Counts depend on declared proposition-segmentation rules and controlled vocabularies. They should not be treated as inspired numerical rankings.
  6. Multi-label categories: Soteriological relations and inclusive topics may produce totals exceeding 179.
  7. Declared theological framework: The dataset is conservative evangelical, free-choice/non-Calvinist, conditional-security, moderately dispensational, and cautiously continuationist. It does not claim theological neutrality.
  8. Source coverage: Original-language, ancient-source, and modern-scholarly coverage is substantial but not exhaustive.
  9. Licence: The release does not add a separate open-data licence. Website use and sharing terms remain controlling.

How to use the dataset responsibly

What the release does establish

Within its declared framework and segmentation rules, the release provides a stable, internally validated public structure: 179 reviewed central propositions, 213 preserved historical records, 220 explicit links, thirty literary units, and documented command-family, topic, normativity, evidence, soteriological, textual-control, and mapping profiles.

Licence and sharing

The website release page and documentation follow the site's established non-commercial attribution and no-derivatives use-and-sharing terms. The tabular dataset does not grant an additional open-data or open-source licence. Do not assume permission for commercial republication, data resale, derivative redistribution, model training, or altered republication.