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Executive Summary

01 Executive Summary — Titus (English → Bengali) Language Package

Why it matters

Titus packs Romans-level doctrinal density — deity of Christ, grace vs. works, regeneration, redemption — into three short chapters, then adds three doctrines the Romans baseline never had to solve: elder qualifications, household/civil submission, and church-discipline tone. Bengali’s two dominant religious frameworks (Vaishnava/Shakta Hinduism in West Bengal, Sufi-influenced Sunni Islam in Bangladesh) sit unusually close to several of Titus’s key terms — closer than they sat for most of Romans — so this letter carries a higher concentration of Critical-tier collision risk per verse than the baseline curriculum did, even though it is a much shorter book.

Key findings

  • 12 doctrines identified across the full book (chapters 1–3, full-book coverage confirmed): 4 Critical, 6 High, 2 Medium, 0 Low. 10 of 12 doctrines require mandatory human theologian review; the remaining 2 require native speaker review. No doctrine in this curriculum clears automated-only review.
  • 66 terms cataloged in the Titus term registry: 12 Critical, 24 High, 27 Medium, 3 Low — meaning 36 of 66 terms (55%) require theologian-level scrutiny by risk tier alone.
  • The single highest-risk term in the whole package is παλιγγενεσία / “regeneration” (Titus 3:5): the Greek concept genuinely is “rebirth,” and Bengali’s only native rebirth-word (পুনর্জন্ম) means reincarnation — a stronger, more tempting collision than any single term in the Romans baseline.
  • Titus 2:13 (“our great God and Savior Jesus Christ”) is the sharpest deity-of-Christ statement in either curriculum: it depends entirely on Bengali word order preserving a single-Person apposition, and known circulating renderings (Jehovah’s Witness/Watchtower-style Bengali materials) actively split it into two referents.
  • ভক্তি (godliness/eusebeia) is retained per established Bengali Bible tradition but is simultaneously the central word of Bengali Vaishnava bhakti-devotionalism — a documented, named collision on the scale of the baseline’s শক্তি/ভগবান risks, now recurring three times across the letter (1:1; 1:8; 2:12) rather than once.
  • সৎকর্ম (good works) sits inside a merit-accounting framework shared by both dominant regional traditions (Hindu punya, Islamic weighed-deeds/mizan) — precisely the framework Titus 3:5 was written to refute, making every one of its five occurrences (2:7,14; 3:1,8,14) a live “false friend” risk.

Risks

  • Silent doctrinal substitution, not mistranslation, is the dominant risk pattern. Nearly every high-risk Titus term (ভক্তি, সৎকর্ম, অধীন হওয়া, করুণা, মানবপ্রেম, নতুন জন্ম) is lexically correct Bengali; the danger is a reader’s default cultural framework silently supplying the wrong theology underneath a right-looking word.
  • Cumulative bleed across occurrences. ὑποτάσσω (submit) and δοῦλος (servant/slave) each span three distinct relational or moral registers on a single Greek root; without a translator note at every occurrence, one context’s connotations (e.g., civil obedience) can retroactively color another (e.g., household submission).
  • Circulating rival renderings are live, not hypothetical. Mussalmani Bengali Islamic-idiom editions, Jehovah’s Witness/Watchtower Bengali materials, and Hindu-syncretistic outreach tracts all exist in circulation and specifically mishandle Titus’s hardest verses (2:13; 3:5).
  • Politically and socially sensitive material. Civil-authority submission (3:1-2) and public correction of a divisive person (3:9-11) both carry real tone risk in Bangladesh’s Muslim-majority and West Bengal’s Hindu-majority minority-community contexts.

Opportunities

  • Titus’s compact size (3 chapters vs. Romans’ 16) means the entire book’s translator-note infrastructure can be fully specified in Phase 1 — as delivered here — leaving Phase 2 with a closed, complete rule set rather than an evolving one.
  • Several Titus doctrines (Hope of Eternal Life, via Bengali Vaishnava eschatology’s partial embodied-afterlife analogy) offer genuine points of pastoral contact that can be leveraged in teaching material, not just fenced as risks.
  • This package’s নতুন জন্ম, ধৌতকরণ, ব্যবস্থাহীনতা, and উদ্ধার করা (never bare মুক্তি) decisions extend the baseline’s forbidden-substitution logic cleanly, giving any future Pastoral Epistles curriculum (1–2 Timothy) a ready-made, non-re-derivable rule set.
  1. Lock assets/translation_memory.json, assets/bible_term_registry.json, and assets/doctrine_risk_registry.json (Titus) as the enforced Phase 2 databases, loaded alongside — never in place of — the Romans baseline files.
  2. Route all 10 theologian-tier doctrines and 36 Critical/High terms through mandatory human theologian review before any segment is marked approved; do not permit automated or native-speaker-only sign-off for these.
  3. Enforce recurring (not one-time) translator notes for the ভক্তি family, ὑποτάσσω, and δοῦλος/δουλεύω at every occurrence, per analysis/12_ai_translation_requirements.md.
  4. Maintain the do-not-echo list (Mussalmani Bengali, Watchtower/JW, Hindu-syncretistic renderings) as a standing Phase 2 tooling check, not a one-time note.
  5. Lock the YouVersion version_id for the Bengali Bible Society/Bangladesh Bible Society lineage edition before Phase 2 Step 16 batch processing begins.

This document synthesizes analysis/07_semantic_analysis.md, analysis/08_core_glossary.md, analysis/11_doctrine_analysis.md, analysis/04_comparative_theology.md, analysis/06_linguistic_gap_analysis.md, analysis/05_translation_landscape.md, and assets/*.json (Titus). It must be read first by any Phase 2 stakeholder, but does not substitute for loading the full artifact set before translation begins.

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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