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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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Pick a language, then a book, in the sidebar. Each book has a Doctrine Analysis, a Core Glossary, and, for the language as a whole, a Comparative Theology and Regional Analysis. Use the search icon in the top nav to jump straight to a term or doctrine instead of browsing.

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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Executive Summary

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

Why it matters

Judges is the single most collision-dense book this pipeline has processed for Hmong to date. Its core passage (2:6-19) and full 21-chapter narrative repeatedly reproduce the exact structural shape of Hmong traditional religion’s own misfortune-and-appeasement cycle, its household/nature-spirit veneration, and its episodic-spirit-favor worldview — not a loose analogy, but a near-exact functional parallel. Left unmanaged, Hmong curriculum content on Judges could be absorbed wholesale into the existing animistic framework rather than understood as the covenant-historical, grace-driven narrative it is. This package extends the Romans baseline TM and requirements without contradiction and gives Phase 2 generation a complete, enforceable term/doctrine control system before any lesson content is written.

Key findings

  • 6 doctrines assigned; all 6 rated Critical or High (4 Critical, 2 High) — an even higher-density risk profile than Romans’ already-demanding 10-doctrine set, because Judges’ narrative form (repeating cycles, named foreign deities, household idols, episodic Spirit-empowering) generates more structurally exact traditional-religion parallels than Romans’ more argumentative, epistolary form did.
  • 45 terms logged in the Judges term registry, of which 9 are Critical-risk and 17 are High-risk (16 High + 1 Medium-High) — a combined 26 terms requiring mandatory human theologian review before any publication, versus only automated/native-speaker review for the remaining 19 Medium/Low terms.
  • 30 wholly new theological terms had no precedent anywhere in the Romans baseline and are now permanently fixed in assets/translation_memory.json (Judges), including two proper-name deity transliterations (Baal, Ashtaroth), one cultic-object transliteration (ephod), and the book’s single fixed doctrinal refrain (“everyone did what was right in his own eyes”).
  • 17 Romans-baseline terms are reused verbatim in Judges (God, LORD, Holy Spirit, sin, idol, wrath, salvation, mercy, hardening, worship/serve, promise, heir, kingdom of God, nations, servant/slave, grace, righteousness) — confirming the Romans TM’s design goal of cross-book reusability, though several (Holy Spirit, servant/slave, salvation) require additional, Judges-specific teaching notes beyond what Romans required.
  • The single most novel risk in this book, absent from Romans entirely: the Spirit’s episodic, task-specific, and departable empowering pattern (climaxing in Samson’s loss of the Spirit, 16:20), which risks confirming rather than correcting the Hmong hearer’s prior worldview of negotiable, forfeitable spirit-favor — a doctrine-inverting risk that did not exist for this Language Package before Judges was added to the curriculum.

Risks

  1. Doctrine 5 (Spirit’s Empowering) inverting Romans’ Union with Christ doctrine if the OT episodic pattern is taught without the mandatory NT-permanence contrast clause — Critical, human theologian, no-exception routing required at every occurrence (3:10, 6:34, 11:29, 13:25, 14:6, 14:19, 15:14, 16:20).
  2. Doctrine 4 (Apostasy) being heard as ancient history rather than a live warning, since Baal/Ashtaroth (field/mountain-spirit parallel) and teraphim (household-shrine/xwm kab parallel) are structurally identical to living Hmong practice — Critical.
  3. Doctrine 1 (the Cycle) collapsing into the pre-existing shamanic misfortune-appeasement cycle if wrath, the distress-cry, and deliverance are not each individually anchored against ritual-appeasement and soul-rescue readings — Critical.
  4. Doctrine 2 (Absence of a Righteous King) being misread as a neutral endorsement of Hmong decentralized clan governance rather than the book’s own indictment — Critical.
  5. Jephthah’s rash vow (Doctrine 3) being misread as validating binding ritual vows to spirits/ancestors regardless of consequence — High, with a standing mandatory review flag.
  6. The “worse than before” intensifying clause (Doctrine 6) being silently dropped for brevity at any of its six recurrences, flattening a deliberate downward spiral into a static repeating cycle — High.

Opportunities

  • Hmong lineage-inheritance custom (qub txeeg qub teg) and debt/redemption idiom already give the covenant-land and grace vocabulary strong, positive cross-cultural footing (2:6, 2:9) with no collision risk.
  • The judge-office term (tus Txiav Txim), while requiring a dual-sense teaching note, gives curriculum designers a natural bridge from the familiar tu plaub village dispute-adjudication concept toward the unfamiliar military-deliverer sense.
  • The structural exactness of the Baal/teraphim/spirit-favor parallels, while the book’s highest risk, is simultaneously its highest teaching leverage: because the parallel is so precise, contrast-teaching lands with unusual clarity and immediacy compared to more abstract Romans doctrines — this is a rhetorical asset if (and only if) the mandatory contrast-teaching is never omitted.
  • Full-book coverage is already complete and internally cross-referenced (all 21 chapters logged, 8 explicitly marked “reviewed — no new dimension” rather than silently skipped), giving Phase 2 generation a clean, gap-free foundation.
  1. Adopt assets/translation_memory.json (Judges) and analysis/12_ai_translation_requirements.md as enforced Phase 2 inputs immediately — no further Phase 1 term discovery is expected; all 45 terms and both new proper-name transliterations are finalized.
  2. Route all Phase 2 content touching Doctrines 1, 2, 4, or 5 to mandatory human theologian review with no automated-review bypass, and Doctrines 3 and 6 likewise to human theologian (not merely native-speaker) review, per the doctrine risk registry’s routing rule.
  3. Build a standing automated linter check for the five hard-fail patterns most likely to slip through inadvertently: (a) Vaj Ntsuj Plig missing its prefix, (b) bare unqualified pehawm, (c) any hmoov-root token anywhere in a grace, mercy, election, or curse/blessing context, (d) the moral-relativism refrain reproduced with any wording variant, (e) the 16:20 Spirit-departure verse appearing without its NT-contrast clause.
  4. Carry the Jephthah-vow and teraphim mandatory-flag requirements into the lesson-authoring template itself (not just the requirements doc) so authors cannot produce a lesson on 11:29-40 or 17-18 without the flag already present in the draft scaffold.
  5. Proceed to Phase 2 lesson generation for the core passage (2:6-19) first, since it is the theological hinge for all six doctrines and will surface, in practice, whether the enforcement rules established here function as intended before scaling to the full 21-chapter curriculum.

Library content is free and openly licensed under CC BY-NC-SA 4.0 — share and adapt it for non-commercial use, with attribution to tri-bible.ai.

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