Linguistic Gap Analysis

Linguistic Gap Analysis: Titus — English → Telugu

1. Purpose and Method

This analysis extends the Romans baseline Language Package (translation_memory.json, bible_term_registry.json, doctrine_risk_registry.json, 12_ai_translation_requirements.md) to the Titus curriculum. It answers four questions for every load-bearing doctrine in the seven-doctrine curriculum list:

What Telugu vocabulary is already available (baseline-locked or general Christian usage), and where does it fall short?
Where is vocabulary genuinely missing (requiring new coinage or periphrasis), versus where is vocabulary present but crowded by near-synonyms or syncretism-risk neighbors that must be fenced apart?
Where should the AI transliterate a term versus paraphrase/compound it?
Which specific ambiguities in Titus 1–3 carry the highest doctrinal risk, ranked for Phase 2 review-routing priority?

Method: every term catalogued in 08_core_glossary.md and bible_term_registry.json was cross-checked against (a) the Romans baseline’s forbidden-substitution list, (b) known Telugu denominational variance (Protestant/Baptist vs. Catholic vs. CSI/Anglican-descended vs. independent), and (c) live regional religious vocabulary (Vaishnava/Shaiva bhakti tradition, Tirupati avatar theology, Shakta śakti tradition, and Yuga cosmology) that the baseline already documents as a standing risk class for Telugu.

Coverage confirmation: All three chapters of Titus (1:1–16; 2:1–15; 3:1–15) are represented below. Titus 3:12–15 (personal greetings/travel plans) is explicitly reviewed and contributes no new vocabulary beyond terms already catalogued (good works, grace) — noted in Section 7.

2. Doctrine Vocabulary Matrix

#	Doctrine (curriculum)	Key Telugu terms available	Weaknesses / gaps in available vocabulary	Recommended strategy
1	Grace That Trains for Godly Living	కృప (grace) [BASELINE-LOCKED]; శిక్షణ ఇచ్చుట (training, NEW); దైవభక్తి (godliness, NEW); దైవభక్తిహీనత (ungodliness, NEW); ప్రత్యక్షమైంది/ప్రత్యక్షత (appearing, NEW)	(a) No single Telugu verb captures παιδεύω’s blend of “discipline + educate + form character” without leaning either toward penal-military శిక్ష (punishment) or toward secular విద్య (schooling); (b) దైవభక్తి shares its root with భక్తి, already flagged in the baseline as carrying Vaishnava/Shaiva devotional connotations; (c) “appearing” (ἐπιφάνεια) has no unmarked Telugu equivalent — the most natural literal option (అవతరించింది) is precisely the forbidden avatar-descent term.	Use శిక్షణ ఇచ్చుట but require every occurrence to carry relational framing (grace forming character out of love, not punishing merit-failure) per the AI Requirements’ idiom-handling rule. Lock ప్రత్యక్షమైంది/ప్రత్యక్షత as the fenced non-avatar rendering for ἐπιφάνεια (see §4.6). Pair దైవభక్తి with a mandatory companion note distinguishing it from విశ్వాసం (faith) at every occurrence (see §4.1).
2	Qualifications for Elders	సంఘ పెద్దలు (elder office, NEW); సంఘాధ్యక్షుడు (overseer, NEW); నిందారహితుడు (blameless); ఏకపత్నీ భర్త (husband of one wife); పవిత్రప్రవర్తనగలవాడు (ὅσιος); పవిత్రమైన/నిష్కళంకమైన (ἁγνός)	(a) Generic పెద్దలు (elders) is deeply embedded in Telugu/Indian social usage for caste-council and village elders — a serious false-friend risk; (b) two Greek office-words (πρεσβύτερος, ἐπίσκοπος) map onto ONE office in Titus 1:5-7, but Telugu’s denominational landscape (episcopal vs. congregational polity) reads them as naming different things; (c) three near-synonymous character terms (ἅγιος, ὅσιος, ἁγνός) cluster within eight verses and risk collapsing into a single repeated πరిశుద్ధ if translators are not careful.	Require the సంఘ- prefix on every “elder” occurrence (never bare పెద్దలు). Mandate a standing footnote/teaching note wherever 1:5-7 is treated, stating explicitly that πρεσβύτερος and ἐπίσκοπος name one office here. Enforce three visibly distinct Telugu phrases for ἅγιος/ὅσιος/ἁγνός per the registry (§4.2) rather than allowing any of them to default to πరిశుద్ధ.
3	Sound Doctrine and Good Works	హితబోధ (sound doctrine, NEW); సత్కార్యములు (good works, NEW); బోధను అలంకరించు (adorn the teaching, NEW); ఖండించు (rebuke); విరోధి (adversary)	(a) The health-metaphor of ὑγιαίνουσα διδασκαλία has no single-word Telugu equivalent that preserves both “healthy” and “teaching” without sounding clinical; (b) సత్కార్యములు is generic enough that, unanchored, it could read as generic Hindu/Indian ethical “good deeds” (dāna, puṇya-generating charitable acts) rather than gospel-fruit deeds.	Lock హితబోధ across all five occurrences (1:9,13; 2:1,2,8) to keep the medical metaphor visible across the whole book. Require every సత్కార్యములు occurrence to be cross-checked against 3:5’s works-exclusion clause so the grace→works (fruit, not cause) sequence stays unambiguous — this is the single most repeated cross-reference obligation in the curriculum.
4	Salvation by Grace not Works	రక్షణ (salvation) [BASELINE-LOCKED]; నీతిక్రియలు (works of righteousness, NEW); కనికరము (mercy, NEW); కృప (grace) [BASELINE-LOCKED]; నీతిమంతులుగా తీర్చడం (justification) [BASELINE-LOCKED]	(a) Telugu has strong grace vocabulary already (per baseline), but Titus 3:4-7 compresses FIVE distinct divine-attribute/action words (kindness, love-for-mankind, mercy, grace, justification) into four verses — a density not seen even in Romans, raising the risk that translators collapse κρప/κανικαρము/దయ into interchangeable near-synonyms; (b) no existing Telugu term distinguishes ἔλεος (compassion toward misery) from χάρις (unmerited favor generally) — both regularly gloss as “grace” in casual usage.	Enforce కనికరము as distinct from కృప with an explicit teaching note (they answer different questions: mercy answers “why did God act toward miserable sinners,” grace answers “on what basis, apart from merit”). Treat 3:4-7 as a single locked unit requiring theologian review as a whole, not just term-by-term.
5	Regeneration by the Holy Spirit	నూతన జననము (regeneration, NEW); నూతనపరచుట (renewal, NEW); పరిశుద్ధాత్మ (Holy Spirit) [BASELINE-LOCKED]	CRITICAL GAP: Telugu’s most literal, most natural-sounding compound for “again + birth” is a near-neighbor of పునర్జన్మ, the term the baseline permanently forbids for resurrection (reincarnation/rebirth-cycle). Titus 3:5 is the ONE place in this curriculum where the underlying Greek concept (παλιγγενεσία, “again-birth”) is etymologically closer to the forbidden term than anywhere in Romans, making this the single highest linguistic-collision risk in the whole letter.	Lock నూతన జననము (NOT a “again-born” compound) with CRITICAL forbidden-substitution status equal to మోక్షం/ముక్తి/పునర్జన్మ. Require mandatory theologian review at every occurrence, with an explicit back-translation check confirming పునర్జన్మ does not appear. Keep నూతనపరచుట (ongoing renewal) and the baseline-locked పరిశుద్ధపరచడం (sanctification) visibly distinct three-way (new birth / renewal / sanctification).
6	Submission to Authority	లోబడుట (submit, NEW); అధికారులు/అధికారములు (rulers/authorities, NEW); విధేయులై యుండు (obey, NEW)	(a) One Greek verb (ὑποτάσσω) spans three very different relationships (wife-husband, bondservant-master, citizen-ruler) in three different verses; Telugu has no single verb that carries identical register across all three without sounding either too domestic-only or too militaristic-only in one context; (b) ఆజ్ఞాధికారము (Titus’s own apostolic/teaching authority, 2:15) must not blur with అధికారులు (civil authority, 3:1) — both could be glossed “authority” carelessly.	Use లోబడుట consistently across all three occurrences (2:5, 2:9, 3:1), relying on surrounding context (not a different verb) to signal which relationship is meant, per the core glossary’s cross-reference note #4. Keep ఆజ్ఞాధికారము and అధికారులు/అధికారములు lexically distinct at every occurrence so ecclesial and civic authority are never conflated.
7	Avoiding Divisive Controversies	భేదోత్పాదకుడు (divisive person, NEW); మూఢమైన తర్కములు/వివాదములు (foolish controversies, NEW); వంశావళులు (genealogies, NEW); ధర్మశాస్త్రమును గూర్చిన వాదములు (quarrels about the law, NEW)	(a) English “heretic” derives from αἱρετικός, but Titus 3:10 uses the word in its pre-technical, relational sense (factiousness/party-spirit); a natural Telugu choice (మతభ్రష్టుడు, “apostate/heretic” in the later technical sense) over-specifies formal doctrinal error not necessarily present in view; (b) risk that “foolish controversies” is read as discouraging all careful theological study rather than only unproductive speculative wrangling.	Render భేదోత్పాదకుడు (relational factiousness), reserving a technical-heresy term for contexts that actually require it. Add a learner-facing clarifying note that 3:9’s condemnation targets unproductive speculation, not legitimate doctrinal inquiry — paired explicitly with 1:9’s charge to hold firm to sound doctrine, so the two are not read as contradictory.

3. Missing Vocabulary Requiring New Coinage or Periphrasis

Telugu’s mature, century-old Bible translation tradition means most Titus vocabulary already has a settled equivalent (see Section A of the core glossary). The genuine gaps — concepts with no existing settled Telugu Christian rendering at all — are narrower than in newer mission-language contexts, but four are significant enough to require deliberate coinage decisions rather than simple glossary lookup:

παλιγγενεσία (regeneration, 3:5) — No existing settled Telugu Christian term distinct from resurrection vocabulary. This is a genuine vocabulary gap, not merely a crowded neighborhood, because the risk is not competition from an existing rival term but the absence of one that doesn’t accidentally recreate the forbidden రునర్జన్మ. Decision: coin నూతన జననము (“new birth,” using జననము rather than జన్మ to maximize lexical distance from జన్మ-based rebirth vocabulary), with periphrasis (ఆత్మ మూలంగా నూతనజీవం పొందుట, “receiving new life through the Spirit”) as an approved expansion in teaching contexts where extra clarity is warranted.
ἐπιφάνεια (appearing/epiphany, 2:11, 2:13, 3:4) — No unmarked Telugu word exists for “a deity’s historical, one-time, visible manifestation” that is not also the ordinary word for an avatar’s repeatable descent. This is a genuine gap inherited from, but distinct from, the baseline’s incarnation guard (శరీరధారణ covers the fact of assuming flesh; ἐπιφάνεια covers the event of becoming visible/manifest, used three times in this core passage alone for three different manifestations — grace, glory, kindness). Decision: coin ప్రత్యక్షమైంది (verb, “has become visible/manifest”) / ప్రత్యక్షత (noun), built from ప్రత్యక్ష (“visible, in front of the eyes”) rather than any అవతార-root word.
λαὸς περιούσιος (a people for God’s own possession, 2:14) — No single settled Telugu compound exists; the OT covenant background (Exodus 19:5) is not independently familiar to first-generation-believer learners. Decision: periphrasis స్వకీయ ప్రజలు (“God’s own/particular people”) with a mandatory learner note preventing an elite/privileged-caste misreading.
ἱεροπρεπής (reverent demeanor befitting holiness, 2:3) — The literal root (ἱερός, “sacred/temple”) has no safe single Telugu word that avoids priestly-office connotations. Decision: full descriptive phrase, పరిశుద్ధతకు తగిన నడవడిక గలవారు (“having conduct fitting for holiness”) rather than any word built on అర్చక- (priest/temple-officiant) roots.

All four decisions above are already reflected in the core glossary and bible_term_registry.json; this section documents the underlying gap-analysis reasoning for the Phase 2 enforcement record.

4. Crowded Semantic Neighborhoods Requiring Fencing

Unlike the missing-vocabulary cases above, these are concepts where Telugu has too much available vocabulary — multiple valid or near-valid words clustering around one theological concept — creating risk of collapse, redundancy, or unintended syncretism. Each requires an explicit fence (a rule distinguishing which word is used when, and why).

4.1 The భక్తి (bhakti) neighborhood: faith vs. godliness vs. devotion

విశ్వాసం (faith, πίστις) [BASELINE-LOCKED] — trust in a specific object (Christ).
దైవభక్తి (godliness, εὐσέβεια) [NEW] — reverent devotion expressed in conduct, the fruit of faith.
భక్తి alone — rejected by the baseline for faith; carries strong Vaishnava/Shaiva devotional-practice connotations (bhakti mārga). Fence: దైవభక్తి is doctrinally correct as a compound (the దైవ- prefix anchors it to the one God rather than a devotional object in general), but every occurrence in Titus (1:1, 2:12) must carry a companion teaching note: విశ్వాసం is the root (trust placed in Christ), దైవభక్తి is the fruit (resulting reverent conduct) — never collapse the two into one merit-generating piety concept. This fence did not exist in the Romans package because Romans does not use εὐσέβεια; it is new to this curriculum and structurally important since Titus’s central positive character-goal is named with this very word.

4.2 The holiness-family neighborhood: ἅγιος / ὅσιος / ἁγνός / ἱεροπρεπής

Four related-but-distinct Greek words cluster within a few verses of each other (1:8; 2:3; 2:5; 3:5), all plausibly glossable with some form of “holy/pure/sacred” in Telugu:

πరిశుద్ధ (ἅγιος) [BASELINE-LOCKED] — reserved for “Holy Spirit” (3:5) and corporate set-apartness generally.
పవిత్రప్రవర్తనగలవాడు (ὅσιος, 1:8) [NEW] — personal devoutness, elder-qualification list.
పవిత్రమైన/నిష్కళంకమైన (ἁγνός, 2:5) [NEW] — moral/sexual purity specifically.
పరిశుద్ధతకు తగిన నడవడిక గలవారు (ἱεροπρεπής, 2:3) [NEW] — reverent demeanor, not an office. Fence: πరిశుద్ధ must NEVER be reused for the latter three. If translators default to πరిశుద్ధ for convenience at any of these three points, the result is redundant collision within the same short list (1:6-9) and loss of the Greek’s intentional lexical variety. This is a new fencing requirement not present in the Romans baseline, where ἅγιος/holy occurs largely alone.

4.3 The elder/overseer/older-person neighborhood

సంఘ పెద్దలు (πρεσβύτερος, office, 1:5) [NEW]
సంఘాధ్యక్షుడు (ἐπίσκοπος, same office, 1:7) [NEW]
వృద్ధులు (πρεσβύτης, older man, demographic only, 2:2) [NEW]
వృద్ధురాండ్రు (πρεσβῦτις, older woman, demographic only, 2:3) [NEW]
Generic పెద్దలు (bare, unmarked “elders”) — a live cultural false friend: in Telugu village/caste social structures, పెద్దలు names a customary community-elder council with no ecclesial ordination sense whatsoever. Fence: The సంఘ- prefix is mandatory and non-optional whenever the ordained office is meant; bare పెద్దలు must never stand alone for the office in this curriculum. Demographic వృద్ధ- terms (2:2-3) must never receive the సంఘ- prefix, since Titus explicitly does not treat “older man/woman” as an office. This is a genuinely new fencing requirement — Romans has no equivalent office-vs-demographic collision.

4.4 The grace-cluster neighborhood: χάρις / ἔλεος / χρηστότης / φιλανθρωπία

Titus 3:4-7 compresses four distinct divine-disposition/action words into one dense unit:

కృప (grace, χάρις) [BASELINE-LOCKED]
కనికరము (mercy, ἔλεος) [NEW]
దయ/మంచితనం (kindness, χρηστότης) [NEW]
మానవుల యెడల ప్రేమ (love for mankind, φιλανθρωπία) [NEW] Fence: These four must remain lexically distinct even though all four could loosely gloss in English devotional prose as “God’s love/grace.” Collapsing them loses Paul’s rhetorical structure (kindness and love-for-mankind APPEARED → therefore he saved us, NOT by works → but according to mercy → through washing/renewal → so that, justified by grace, we become heirs). Treat 3:4-7 as one locked translation unit for review purposes, not four independent term lookups.

4.5 The యుగం (age/Yuga) neighborhood

αἰών (age, 1:2; 2:12) — biblical usage is strictly linear-historical.
యుగం — the exact, unmarked Telugu term for the Hindu cosmological Yugas (Satya, Treta, Dvapara, Kali), a live cyclical-time framework still culturally active in Telugu-speaking regions. Fence: Do not default to యుగం without explicit catechetical framing. Prefer the periphrasis ఈ లోకకాలము (“this world-era/period”) wherever the cyclical association is a live risk, particularly in 1:2’s “before the ages” (a claim about linear eternity-past, easily misheard as a claim about a prior cosmic cycle if యుగం is used unguarded). Flag both occurrences (1:2; 2:12) for native speaker review even though the doctrine itself (Grace That Trains for Godly Living) is not independently Critical-tier.

4.6 The అవతారం / incarnation-adjacent neighborhood

శరీరధారణ (incarnation) [BASELINE-LOCKED] — the fact of the eternal Son assuming flesh (used in Romans for 1:3’s “seed of David”).
ప్రత్యక్షమైంది/ప్రత్యక్షత (appearing/epiphany) [NEW] — the event of grace/glory/kindness becoming historically visible (2:11, 13; 3:4).
అవతారం — FORBIDDEN for both; names a repeatable avatar-descent, kept culturally live by Tirupati’s Venkateswara pilgrimage tradition. Fence: Titus does not use ἐπιφάνεια to describe the incarnation event itself in the same sense Romans 1:3 does (seed of David/flesh); rather Titus’s three epiphany references describe the historical manifestation of grace (2:11), the future manifestation of Christ’s glory (2:13), and the manifestation of God’s kindness (3:4). Keep శరీరధారణ and ప్రత్యక్షత terminologically distinct — they answer different questions (the WHAT of incarnation vs. the WHEN/THAT of manifestation) — while both fence out అవతారం equally strictly.

4.7 The రక్షణ-family neighborhood: salvation / savior / redeem / purify

రక్షణ/రక్షించు (salvation/save) [BASELINE-LOCKED]
రక్షకుడు (Savior, agent noun) [NEW]
విమోచించు (redeem/ransom, λυτρόω) [NEW]
శుద్ధిచేయు (purify/cleanse, καθαρίζω) [NEW]
పరిశుద్ధపరచడం (sanctification) [BASELINE-LOCKED] Fence: Titus 2:14 stacks THREE distinct salvation-action verbs in one verse (gave himself → redeem [ransom-price] → purify [cleansing-purchase] → for himself a people). Each must remain distinct: విమోచించు retains the price-paid nuance (must not flatten to a generic విడుదల release); శుద్ధిచేయు names Christ’s decisive one-time cleansing-purchase and must not be confused with the Spirit’s ongoing పరిశుద్ధపరచడం (sanctification, a Romans-baseline term reused for a related but temporally distinct concept in 3:5). రక్షకుడు, applied to BOTH the Father (1:3; 3:4) and the Son (2:13; 3:6), must never be rendered with a guru/avatar-liberator term (ముక్తిదాత, మోక్షప్రదాత), which would reopen the exact moksha/mukti door the baseline permanently closes for రక్షణ.

5. Transliteration vs. Paraphrase Decisions

Term	Decision	Rationale
Christ (Χριστός)	Transliterate — క్రీస్తు	Established, denomination-neutral Telugu Bible form; consistent with యేసు.
Titus, Crete, Nicopolis, Artemas, Tychicus, Zenas, Apollos (proper names, 1:5; 3:12-13)	Transliterate per established Telugu Bible convention	Standard proper-name handling; no theological content to paraphrase.
παλιγγενεσία (regeneration)	Paraphrase/compound, NOT literal calque — నూతన జననము, not a “again-born” literal compound	A literal calque would land too close to the forbidden పునర్జన్మ; the compound is chosen precisely to maximize lexical distance while remaining faithful to “new birth.”
ἐπιφάνεια (appearing)	Paraphrase from a non-avatar root — ప్రత్యక్షమైంది/ప్రత్యక్షత	No safe transliteration exists (Greek “epiphaneia” has no established Telugu Christian loanword); coining from ప్రత్యక్ష (“visible/manifest before the eyes”) avoids అవతార- roots entirely.
Πιστὸς ὁ λόγος (faithful saying formula, 3:8)	Paraphrase, not transliterate — ఈ వాక్యము నమ్మదగినది	This is a formulaic marker, not a proper noun or technical term; plain Telugu communicates the formulaic function without requiring readers to learn a new loanword.
αἱρετικὸς ἄνθρωπος (divisive person, 3:10)	Paraphrase, deliberately avoiding the “heretic” loanword register — భేదోత్పాదకుడు	Telugu has no settled transliterated loanword tradition for this term (unlike, e.g., “Amen”/“Hallelujah”); and a literal transliteration would be meaningless to readers. Paraphrase also allows the pre-technical relational sense (factiousness) to be preserved rather than importing English “heretic“‘s fully technical doctrinal-error sense.
Ἀβραάμ, Δαυίδ, Μωϋσῆς, etc. (any OT proper names referenced in teaching notes)	Reuse established Telugu Bible transliterated forms per the Romans baseline’s proper-name table (అబ్రాహాము, దావీదు, మోషే)	Full consistency with the Romans package; no Titus-specific deviation needed.
γενεαλογία (genealogies, 3:9)	Paraphrase using existing Telugu word, వంశావళులు (not a loanword)	Standard Telugu vocabulary already exists and is unambiguous; no transliteration needed.
σωτήρ (Savior)	Do not transliterate; use derivative of locked root — రక్షకుడు	Consistency with the already-locked రక్షణ family takes priority over any generic religious-title loanword; a transliteration (e.g., a Sanskritic loan) would risk importing a guru/liberator connotation.

General principle applied: Transliteration is reserved for (a) proper names with an already-settled, cross-denominational Telugu Bible form, and (b) a small closed set of theological interjections (ఆమేన్, హల్లెలూయా) per the baseline. All other new Titus-specific theological vocabulary is built from existing Telugu roots via compounding or periphrasis, deliberately steering away from roots shared with competing religious frameworks (అవతార-, భక్తి- unqualified, జన్మ-, మోక్ష-/ముక్తి-, శక్తి-, యుగ- unqualified).

6. Ranked List of Highest-Risk Ambiguities in Titus

Ranked by combined severity (doctrinal centrality × likelihood of accidental syncretistic or denominational drift), for Phase 2 review-routing priority. All items ranked “Critical priority” require mandatory human theologian review of every occurrence, consistent with the baseline’s escalation rules.

παλιγγενεσία / regeneration (3:5) — CRITICAL PRIORITY. Single highest risk in the entire letter: the most natural literal Telugu compound sits dangerously close to the permanently forbidden పునర్జన్మ (reincarnation). One careless back-translation could silently reintroduce a rebirth-cycle theology into the single passage most central to this curriculum’s “Regeneration by the Holy Spirit” doctrine.
τοῦ μεγάλου θεοῦ καὶ σωτῆρος ἡμῶν Ἰησοῦ Χριστοῦ / “our great God and Savior Jesus Christ” (2:13) — CRITICAL PRIORITY. Grammatical risk (Sharp’s rule, one article/two nouns/one referent) compounded by translation risk: Telugu syntax could easily soften this into two figures (“the great God, and also our Savior Jesus Christ”), quietly weakening the letter’s clearest single-verse deity-of-Christ statement.
ἐπιφάνεια / appearing, three occurrences (2:11, 2:13, 3:4) — CRITICAL PRIORITY. No existing unmarked Telugu vocabulary; every occurrence is a fresh opportunity for translator drift toward అవతార-adjacent phrasing, especially under time pressure in batch Phase 2 processing. Compounded by recurring three times within the core passage itself.
ἔργα ἐν δικαιοσύνῃ / “works done in righteousness” negation (3:5) — CRITICAL PRIORITY. The single clearest works-exclusion clause in Titus; any softening of the negation (“not by…”) would directly contradict “Salvation by Grace not Works,” the curriculum’s second-named doctrine.
πρεσβύτερος / ἐπίσκοπος one-office identification (1:5-7) — HIGH PRIORITY. Genuine cross-denominational-consistency risk: episcopal-tradition readers may import a hierarchical distinction the Greek text does not intend. Requires an explicit standing teaching note, not just correct term selection.
σωτήρ applied to both Father and Son (1:3; 2:13; 3:4; 3:6) — HIGH PRIORITY. The same Telugu word (రక్షకుడు) must do double Trinitarian duty across the letter; any inconsistency in application could obscure the compact Father/Son pattern that is one of Titus’s distinctive theological contributions beyond Romans.
εὐσέβεια/godliness vs. πίστις/faith (1:1; 2:12) — HIGH PRIORITY. Shared భక్తి root risk; without the mandatory companion teaching note (§4.1), learners may collapse trust-in-Christ and devotional piety into a single merit-generating concept — directly undermining “Salvation by Grace not Works” even while using doctrinally correct individual words.
αἰών / “age” (1:2; 2:12) — HIGH PRIORITY. Cyclical-time (Yuga) contamination risk if యుగం is used unguarded, particularly at 1:2’s “before the ages,” a claim about linear eternity-past that could be misheard as referencing a prior cosmic cycle.
ὑποτάσσω / submission across three relational spheres (2:5, 9; 3:1) — HIGH PRIORITY. Risk of inconsistent rendering across Phase 2 parallel-processing workers (per the baseline’s batch-processing note), and risk of the household/civic instructions being read as merit-earning duty rather than voluntary gospel witness.
αἱρετικὸς ἄνθρωπος / divisive person (3:10) — MEDIUM-HIGH PRIORITY. Risk of over-technical “heretic” rendering importing a narrower doctrinal-error category than the pre-technical relational sense Paul intends; affects how “Avoiding Divisive Controversies” is taught pastorally.
λαὸς περιούσιος / a people for God’s own possession (2:14) — MEDIUM-HIGH PRIORITY. Risk of an elite/privileged-people misreading if not explicitly framed against the universal-scope-of-gospel doctrine already flagged as High-risk in the Romans baseline for this same Telugu Christian community’s Dalit mass-movement history.
ἱεροπρεπής / reverent demeanor (2:3) — MEDIUM PRIORITY. Lower doctrinal centrality than items above, but a concrete risk of accidentally implying a priestly/temple office for older women where none is intended by the text.

7. Full-Book Coverage Confirmation

Chapter	New vocabulary contributed	Status
Titus 1:1-4	Apostle, elect, godliness, faith, eternal life, hope, Savior (Father), grace, peace	Fully analyzed above and in core glossary
Titus 1:5-9	Elder, overseer, blameless, husband of one wife, holiness-family cluster (ὅσιος), sound doctrine	Fully analyzed above (§2 row 2, §4.2, §4.3)
Titus 1:10-16	Divisive/Judaizing teachers, quarrels about the law (root), profession-vs-practice contrast, defiled, mind and conscience, Cretan poet quotation	Fully analyzed in core glossary; profession/practice contrast flagged as High-risk load-bearing anticipation of the whole book’s argument
Titus 2:1-10	Older man/woman, ἁγνός (pure/chaste), ἱεροπρεπής (reverent demeanor), adorn the teaching, submission (household)	Fully analyzed above (§2 row 2-3, §4.2, §4.3, §4.7)
Titus 2:11-15	Epiphany/appearing, training (grace), godliness/ungodliness, redeem, purify, a people for God’s own possession, good works, authoritative command	Core passage; fully analyzed above (§2 rows 1, 3, 4; §4.1, §4.4, §4.6, §4.7)
Titus 3:1-8	Rulers/authorities, obey, mercy, kindness, philanthropy, regeneration, renewal, justification, heirs, hope, eternal life, faithful saying	Core passage continuation; fully analyzed above (§2 rows 4-6; §4.4, §4.7)
Titus 3:9-11	Foolish controversies, genealogies, quarrels about the law, divisive person	Fully analyzed above (§2 row 7; §6 items 10)
Titus 3:12-15	No new theological vocabulary. Contains only proper names (Artemas, Tychicus, Zenas, Apollos, Nicopolis) handled per established transliteration convention (§5), and repetition of already-catalogued good works/grace vocabulary.	Explicitly reviewed — no new terms; confirmed in `08_core_glossary.md` Section C.

All sixteen verses of chapter 1, all fifteen verses of chapter 2, and all fifteen verses of chapter 3 are accounted for above. No chapter or section of Titus has been silently omitted.

8. Recommendations for Phase 2 Implementation

Add all Section 3 coinages and Section 4 fenced terms to a versioned translation_memory.json extension for Titus, using the same schema as the Romans baseline, with doctrine_risk fields matching bible_term_registry.json.
Elevate παλιγγενεσία/regeneration and the “great God and Savior” construction (2:13) to the same “CRITICAL FORBIDDEN SUBSTITUTION” enforcement tier the baseline already applies to మోక్షం/ముక్తి/పునర్జన్మ — i.e., automated back-translation checks at every occurrence, not merely glossary lookup.
Build a standing “companion note” mechanism in Phase 2 tooling for terms requiring mandatory paired explanation (దైవభక్తి/విశ్వాసం; πρεసబ్యుటెరోస్/ἐπίσκοπος one-office note; πఠిశుద్ధ-family fencing) so these notes are not left to individual translators’ discretion per segment.
Route all twelve ranked ambiguities in Section 6 through human theologian review as a batch prior to Phase 2 Step 17 sign-off, given their concentration in the core passage (2:11-3:8).
Confirm with native speaker reviewers, per the baseline’s dialect-neutrality requirement, that all newly coined compounds (నూతన జననము, ప్రత్యక్షమైంది, స్వకీయ ప్రజలు, etc.) read naturally and without regional marking across coastal Andhra, Rayalaseema, and Telangana registers before locking them into translation memory.

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.