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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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Executive Summary

Numbers — Executive Summary (Hmong Language Package, Phase 1)

Why it matters

The Hmong Numbers Language Package is the first-ever Hmong-language translation-requirements artifact for this book, anchored on Numbers 21:4-9 (the Bronze Serpent) and extending across all seven assigned doctrines. Numbers sits closer to the animist/shamanist worldview it must contend with than any book yet processed in this pipeline: a divinely commanded healing object on a pole, a hired pagan diviner whose curses fail, ritual incense that halts a plague, and a covenant God whose personal name (Yawmsaub) must never blur into generic deity-language. Getting this package right determines whether a Hmong-speaking audience receives these narratives as God’s own sovereign, judicial, promise-keeping self-revelation — or unintentionally re-reads them through the lens of shamanic healing charms, ritual divination, and appeasable spirit-anger.

Key findings

  • 82 total glossary/TM terms are now locked for Phase 2: 22 reused verbatim from the Romans baseline, 60 newly surfaced across full-book coverage of all 36 chapters.
  • 11 Critical-risk terms and 18 High-risk terms (29 combined) require mandatory human-theologian pre-publication review — nearly double the Critical-term count carried over from the Romans baseline, driven chiefly by the covenant name (Yawmsaub), the bronze serpent, divination/curse vocabulary, and the whoredom/idolatry fusion at Baal Peor.
  • 6 of the 7 assigned doctrines are Critical or High risk; only Census and the People of God is Medium risk. This is a meaningful departure from the Romans baseline, where every doctrine was Critical/High — Numbers is, if anything, a higher-collision-risk book despite having one lower-tier doctrine, because its two highest-risk items (Bronze Serpent typology, Balaam’s divination) have no equivalent collision intensity anywhere in Romans.
  • The single highest lexical risk in the entire book is tus nab tooj lag (bronze serpent) — a divinely commanded healing image on a pole sits closer to Hmong shamanic amulets/talismans than any other term surfaced in either the Romans or Numbers packages, and Scripture’s own history (2 Kings 18:4) shows the exact misreading actually happened to Israel.
  • The covenant name Yawmsaub functions as connective tissue across five of the seven doctrines; its consistent, correct application (never collapsed into generic Vajtswv, never re-transliterated) is a single point of failure with outsized doctrinal consequences.

Risks

  • Bronze Serpent → amulet/talisman drift (Critical): the core passage’s central image could be received as an efficacious healing charm rather than a typological sign pointing to Christ.
  • Balaam’s divination → legitimized technique (Critical): the narrative’s sovereignty-despite-technique thesis (23:23) could be flattened into “Israel’s blessing beat Balaam’s curse,” reinforcing rather than dismantling a magical-power worldview.
  • Wrath/plague cycle → shamanic appeasement cycle (Critical/High): the repeated wrath-then-plague-then-intercession-then-relief pattern structurally resembles ritual spirit-appeasement closely enough to require restated judicial framing at every recurrence.
  • Unbelief-as-treason → misread as prudence (Critical): Hmong customary ethics treats caution before danger as wisdom, not sin, risking the core passage’s own rebellion-then-judgment logic (21:4-6) reading as disproportionate.
  • Intercession → shamanic mediation (High): Moses/Aaron/Phinehas’s intercessory acts, especially Aaron’s incense (ch.16), parallel a living, contemporary Hmong ritual practice.
  • Yawmsaub/Vajtswv flattening (Critical): inconsistent covenant-name usage across hundreds of occurrences would silently erode the Faithfulness-of-Promises doctrine’s personal-covenantal ground.

Opportunities

  • xeem (clan/tribe) is an unusually strong positive bridge to Hmong culture for the Census doctrine — the only Medium-risk doctrine in this package and a natural on-ramp for teaching covenant belonging.
  • Redemption/heir/inheritance vocabulary (Levite firstborn-redemption, Zelophehad’s daughters) reuses Romans-baseline terms with strong positive cultural resonance via Hmong lineage-inheritance custom.
  • The Bronze Serpent’s own built-in corrective (2 Kings 18:4, Israel’s later corruption of the object into an idol) turns the book’s highest collision risk into a ready-made teaching asset: even a true type can become an idol if faith shifts from God to the object — a lesson directly applicable to a Hmong convert audience’s own religious history.
  • The Star out of Jacob (24:17) and the Passover/manna typology offer positive forward-linking material to Christ that reinforces the Faithfulness doctrine without any collision risk.
  1. Route all Critical/High content (Doctrines 1, 2, 3, 4, 5, 7 — 6 of 7 doctrines) to mandatory human theologian review before any Phase 2 publication; route Doctrine 6 (Census) to native-speaker review with theologian escalation on ambiguity.
  2. Confirm the Yawmsaub rendering and the “Suav Leb” book-title citation against the published Vaj Lug Kub Npaiv Npaum Old Testament text as the top TM-revision priority before Phase 2 generation begins.
  3. Mandate the bronze-serpent catechetical note and the divination/curse sovereignty-not-technique note as structurally non-optional in every lesson template — never abbreviated, never omitted for space, per 12_ai_translation_requirements.md §9.
  4. Carry forward the ranked ambiguity list in analysis/06_linguistic_gap_analysis.md §4 as the working review queue, prioritizing items 1-3 (Bronze Serpent, Divination/Curse, Unbelief-as-treason) for first-pass theologian sign-off.
  5. Reuse the Romans-baseline forbidden-substitutions list unchanged and layer the Numbers-specific additions (§3.2 of 12_ai_translation_requirements.md) into all Phase 2 content-generation tooling before any lesson content is drafted.

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