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The Library publishes the doctrine-aware translation research behind tri-bible.ai, one language and book at a time — free to read and reuse.

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What the risk tiers mean

Every doctrine and glossary term is labeled with how easily it could be misread or mistranslated in that language's own cultural and religious context:

Critical
A wrong word choice here risks distorting core theology — always reviewed by a theologian before use.
High
A real, well-documented risk of confusion with another tradition or belief system — needs theologian review.
Medium
Worth a native speaker's second look, but not likely to distort the core meaning.
Low
Minor wording nuance — low risk of confusion either way.

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3 John — hmong

TRI knowledge bundle for 3 John (hmong).

Executive Summary

3 John — Executive Summary (Hmong Language Package, Baseline v1.0)

Why it matters

3 John is a short, 14-verse personal letter, but it packs a disproportionately high translation-risk density into that brevity: 9 Critical/High-risk lexical items and 4 of 5 assigned doctrines require mandatory human theologian review before this curriculum can be published in Hmong. The letter’s plain, concrete, social vocabulary — hospitality, church expulsion, primacy-seeking, “soul” — turns out to be more collision-prone with Hmong traditional religion than Romans’ abstract soteriological vocabulary was, because it lands directly on clan-kinship, shamanic-exorcism, and animistic multi-soul concepts that structure everyday Hmong social and religious life.

Key findings

  • Full-book coverage achieved. All 14 verses of the letter’s single chapter were analyzed; verse 13 is explicitly logged as contributing no new doctrine, per the mandate, rather than silently skipped.
  • One doctrine is Critical, three are High, one is Low — a genuine risk-tier spread, unlike the Romans baseline where every doctrine was Critical/High. Commendation of Faithful Witness (Demetrius, doctrine 4) is fully carried by stable, already-fixed baseline terms (tus timkhawv, qhov tseeb) with no collision identified.
  • The single highest-risk item in the whole book is ekballō (“cast out,” 1:10): the natural Hmong verb-family (ntiab, “drive out a spirit”) is the core verb of shamanic exorcism, and its use here would frame Diotrephes’ unjust expulsion of believers as a legitimate spiritual-cleansing rite. Resolved by full lexical avoidance (tsis pub nyob hauv pawg ntseeg), not qualifier-fencing — the only such case in this book.
  • A distinctive risk pattern not present in Romans: positively-valued Hmong cultural concepts (clan-headman status thawj coj, clan-kinship kwvtij) are the very vocabulary needed to describe sin (Diotrephes’ pride) or to extend beyond their normal scope (hospitality to non-kin strangers) — requiring pejorative-reframing or scope-extension teaching notes rather than avoidance.
  • 39 new terms surfaced and logged (registry #4-41 plus 3 proper names), all pending TM-revision review; 12 baseline Romans terms reused or cited for contrast, carried forward unchanged.

Risks

  • 9 Critical/High-risk terms requiring mandatory human theologian review: 1 Critical (ekballō/cast out) + 8 High (philoprōteuō/love to be first, epidechomai/welcome, xenos/stranger, psychē/soul, euodousthai/prosper, horaō/has not seen God, plus 2 baseline-inherited High terms cited for contrast: doulos/servant-slave, anthropological pneuma/human spirit-soul).
  • 4 of 5 doctrines (80%) are Critical or High tier and therefore routed to mandatory human theologian review: Church Leadership and Pride (Critical); Hospitality to Traveling Ministers, Imitating Good rather than Evil, and Truth and Christian Fellowship (High).
  • Three unverified proper names (Gaius, Diotrephes, Demetrius) carry open [TRANSLATOR REVIEW NEEDED] flags pending confirmation against the existing Hmong Bible (HWB) tradition’s established spellings — a publication blocker until resolved.
  • Cross-book sequencing risk: 1:11’s “do good” (ua zoo) is surface-identical to a string permanently forbidden in Romans justification contexts; any curriculum teaching both books must carry the mandatory disambiguating footnote or risk doctrinal confusion in either direction.

Opportunities

  • Doctrine 4 (Demetrius) is publication-ready at Low risk with only automated review required — a genuine efficiency win and a useful low-risk pilot module for testing the broader curriculum pipeline.
  • Doctrine 1 (Hospitality) has strong cross-cultural comparative grounding (Abrahamic, dharmic, and secular traditions all commend stranger-hospitality), giving teaching content a rich, non-Hmong-specific well of illustrative material once the clan-boundary teaching note is attached.
  • The letter’s compact, narrative, single-chapter structure (negative exemplar → ethical principle → positive exemplar) is well-suited to a tightly sequenced, three-lesson curriculum module that mirrors the text’s own rhetorical progression, rather than fragmenting it.
  1. Route all content touching doctrines 1, 2, 3, and 5 to mandatory human theologian review before any publication — no automated-review bypass, per assets/doctrine_risk_registry.json.
  2. Lock the ekballō (cast out) periphrasis and the philoprōteuō pejorative-framing note as non-negotiable, structurally enforced units in every generated lesson touching 1:9-10 — these are the letter’s two highest-grounded collision risks.
  3. Resolve the three proper-name verification flags (Gaius, Diotrephes, Demetrius) against the HWB textual tradition before any curriculum module ships, since these names recur throughout every lesson unit.
  4. Attach the mandatory cross-book footnote to every occurrence of “do good” (1:11) in any curriculum track that also teaches Romans, to prevent bidirectional doctrinal confusion between sanctification-ethics and justification-context usage.
  5. Carry assets/translation_memory.json (3 John) and analysis/12_ai_translation_requirements.md (3 John) forward as the enforced Phase 2 instruction set, consistent with and extending the Romans baseline without contradiction, per the pipeline’s governing-note convention.
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Culture Impact Analysis

Doctrines

Glossary

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