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Linguistic Gap Analysis

06 — Linguistic Gap Analysis: 3 John (English → Kashmiri)

Curriculum: 3 John Core passage: 3 John 1:1–14 (entire book — one chapter, no scope reduction) Destination language: Kashmiri (Koshur), Perso-Arabic script Baseline anchor: This analysis extends the Romans translation_memory.json / bible_term_registry.json / doctrine_risk_registry.json and must never contradict established renderings. Where a term is reused verbatim from the baseline, it is marked REUSED below. New terms follow the same risk-tier methodology and the same dual-audience framework (Sunni Muslim majority shaped by Tawhid doctrine and the indigenous Rishi Sufi order; Kashmiri Pandit minority carrying Kashmir Shaivism/Trika).

Coverage statement: 3 John consists of a single chapter, vv.1–14, which is coextensive with the curriculum’s core passage. Full-book coverage is therefore achieved by this single-chapter analysis; there is no additional chapter content to review or explicitly mark as “reviewed with no new terms.” This document supersedes no baseline entry; it only extends the Language Package for 3 John’s five doctrine clusters: Hospitality to Traveling Ministers, Imitating Good rather than Evil, Church Leadership and Pride (Diotrephes), Commendation of Faithful Witness (Demetrius), and Truth and Christian Fellowship.


1. Doctrine Vocabulary Matrix

For each doctrine cluster: the available Kashmiri terms, their inherent weaknesses/collision risks, and the recommended handling strategy for Phase 2 translators.

1.1 Hospitality to Traveling Ministers

Doctrine elementAvailable Kashmiri term(s)Weakness / Collision RiskRecommended Strategy
Welcoming strangers/guests (ξένος)اجنبی (ajnabī) + مہمان (mehmān)Kashmiri/Islamicate culture has an unusually strong positive hospitality tradition (mehmān-nawāzī, “guest is like God’s gift”); risk is not absence but over-familiarity — readers may assimilate Gaius’s hospitality entirely into pre-existing cultural custom and miss the Christ-specific motivation.Retain اجنبی + مہمان but pair every occurrence with the “for the Name” (v.7) qualifier so the doctrine reads as gospel-partnership hospitality, not generic mehmān-nawāzī virtue. Do not present this as a “gap” needing new vocabulary — the gap is theological specificity, not lexical availability.
Sending a minister onward with provisions (προπέμπω)No fixed single term; descriptive compound سفرٕ خاطرہ مدد کرِتھ روانہ کرُنRisk of flattening into a bare farewell wish (e.g. “godspeed”) with no material-support content, since Kashmiri has ready idioms for simple travel-blessings but not for structured missionary sponsorship.Retain descriptive compound; do not shorten to a simple parting-blessing idiom. Footnote at first use in Phase 2 explaining the technical “provisioning for gospel travel” sense.
Obligation to support (ὀφείλω)لازِم چھُRisk of merit-earning overtones given the prominence of Islamic religious-duty (farḍ/wājib-adjacent) reasoning in regional discourse.Frame consistently as gratitude-flowing duty within gospel partnership (echoing the baseline’s grace-vs-merit caution at Romans 4:4-5/11:5-6), never as an independent meritorious act.
Partnership in gospel work (συνεργός)ہمکارStandalone ہمکار reads as generic “co-worker/colleague,” with no inherent gospel content.Always anchor ہمکار to سچائی (truth) in the same clause/sentence, per glossary note, so partnership is read as truth-partnership specifically.
”The Name” as shorthand for Christ (ὄνομα)نامہٕ خاطرہ / مسیحہ ہند نامHigh collision risk: unqualified “the Name” resonates with Asma-ul-Husna (99 Names of Allah) devotional recitation and the Quranic bismillah formula (“in the name of Allah”), both live daily-devotional practices for Kashmiri Muslim readers.Never leave “the Name” unqualified on first occurrence in any translated unit; always render or gloss explicitly as مسیحہ ہند نام (Christ’s name) at least once per document/lesson, even where the source text leaves it implicit.

1.2 Imitating Good rather than Evil

Doctrine elementAvailable Kashmiri term(s)Weakness / Collision RiskRecommended Strategy
Imitation of a moral example (μιμέομαι)پیروی کرُنCrowded neighborhood: پیروی is the standard verb for a murid’s submission to a living pir/murshid within Rishi Sufi discipleship structure — a real, actively practiced relational category in Kashmir, not a dead metaphor.Fence explicitly: teach that μιμέομαι here means patterning conduct after an example (Demetrius), a one-directional ethical imitation, never entering a personal master-disciple submission bond to a living spiritual guide.
”Good” as morally beneficial conduct (ἀγαθός/ἀγαθοποιέω)نیک / نیک کم کرُنCrowded neighborhood: نیک عمل (good deeds) is deeply embedded, high-frequency vocabulary in mainstream Sunni deeds-weighing soteriology, already flagged Critical in the baseline for “grace” and “salvation.”Every occurrence in vv.11 must carry (in surrounding lesson material, not necessarily inline) the explicit fruit-not-root qualification: doing good evidences an existing relationship with God, it does not purchase or secure one. Reuse baseline’s Romans 4:4-5/11:5-6 framing verbatim.
”Evil” as morally bad conduct (κακός/κακοποιέω)بد / بد کم کرُنLower risk, but could default to ritual-impurity or social-shame connotations if left abstract.Tie concretely and repeatedly to Diotrephes’s specific described conduct (vv.9-10) rather than leaving “evil” as a free-floating abstraction.
”Has not seen God” idiom (ὁράω)خُدا نہٕ چھُ وُچھمُتMedium collision: for a Trika-shaped reader, “seeing/not seeing God” could be reframed as a statement about mystical vision/attainment (a live category in Kashmir Shaivism’s pratyabhijna-adjacent vocabulary of inner realization) rather than relational knowledge.Teach explicitly as a Hebraic/Johannine idiom for relational knowledge of God evidenced by conduct, not a claim about visionary or meditative attainment.

1.3 Church Leadership and Pride (Diotrephes)

Doctrine elementAvailable Kashmiri term(s)Weakness / Collision RiskRecommended Strategy
Elder as church office (πρεσβύτερος)بزرگ (کلیسیایی بزرگ)Crowded neighborhood: بزرگ is the standard honorific for a venerated Sufi master/saint-figure whose authority rests on personal charisma or karamat (miraculous gift, already flagged in the baseline “spiritual_gifts” entry). Bare بزرگ risks importing that entire authority-model onto John.Always qualify at first use as کلیسیایی بزرگ (“church elder”); never leave بزرگ unqualified in a context introducing John as author.
Self-exalting ambition (φιλοπρωτεύω)پہلؠ بننہ ہنٛز خواہش رکھُنGenuine vocabulary gap: this is a New Testament hapax legomenon with no fixed Kashmiri Christian-tradition equivalent. Descriptive compound is necessary, not optional.Retain the descriptive compound exactly; do not attempt to compress into a single adjective, which would lose the “loves/desires” nuance central to the diagnosis of Diotrephes’s heart-condition, not merely his behavior. A cautious, clearly-labeled contrast note may observe that Rishi-Sufi and Trika traditions also prize humility, but the theological ground (self-emptying before a distinct personal God vs. dissolving ego into non-dual awareness) must never be conflated.
Malicious slander (φλυαρέω + λόγοις πονηροῖς)بد لفظن سٟتی گلہٕ کرُنGenuine vocabulary gap: NT hapax legomenon; ordinary Kashmiri words for “gossip” or “criticize” (e.g. a plain غیبت-type term) risk under-translating the contemptuous severity of the Greek.Retain descriptive compound conveying malicious falsehood, explicitly stronger than mere disagreement or criticism, so the severity of Diotrephes’s specific sin is not minimized.
Illegitimate expulsion from the church (ἐκβάλλω)کلیسیہٕ منٛز پؠٹھ کاڑُنCrowded neighborhood: risks being read through the lens of familiar communal-expulsion patterns (mosque congregational discipline, Sufi order excommunication practices) as if Diotrephes modeled a legitimate disciplinary act.Teach explicitly: this act is condemned, an abuse of self-appointed power, not a model of legitimate communal church discipline. Distinguish clearly from any implied legitimate discipline elsewhere in the NT corpus.
Refusal to receive/welcome (ἐπιδέχομαι)قبول کرُن / قبول نہٕ کرُنLow risk lexically, but requires disciplined consistency: the Greek deliberately contrasts positive and negative uses across vv.8-10 (implied welcome vs. Diotrephes’s refusal).Use the same root verb (قبول) in both polarities throughout, never switching to a synonym for either the positive or negative case, so the contrast remains visible in translation.

1.4 Commendation of Faithful Witness (Demetrius)

Doctrine elementAvailable Kashmiri term(s)Weakness / Collision RiskRecommended Strategy
Testimony/witness (μαρτυρέω/μαρτυρία)گواہی دِنہ / گواہیCRITICAL crowded neighborhood: شہادت (shahāda) is the creedal testimony of faith, one of the Five Pillars of Islam, and its noun شہید (shahīd) names Islamic martyrdom — both extremely high-salience, emotionally weighted terms in regional Islamic devotional and political life.NEVER use شہادت or شہید in any form for Christian testimony about a believer’s conduct. گواہی (generic legal/evidentiary register) is the required term throughout vv.3, 6, 12, in both verb and noun forms, with zero exceptions.
Faithful conduct (πιστός, ethical adjective)وفادار کمCrowded neighborhood risk of conflation with ایمان (faith/trust in Christ, the baseline doctrinal noun for πίστις): translators may be tempted to use an ایمان-derived adjective for economy of vocabulary.Keep وفادار strictly separate from any ایمان-root form here; πιστός in v.5 is an ethical descriptor of Gaius’s hospitality (fruit), not a restatement of saving faith (root).
”True” (ἀληθής)سچShares the same collision risk as ἀλήθεια below (Al-Haqq).Render consistently as سچ, never a حق-derived form, tying Demetrius’s commended testimony back to the letter’s controlling truth theme.

1.5 Truth and Christian Fellowship

Doctrine elementAvailable Kashmiri term(s)Weakness / Collision RiskRecommended Strategy
Truth (ἀλήθεια)سچائیCRITICAL crowded neighborhood: حق (Al-Haqq) is one of the 99 Divine Names in mainstream Islamic theology and, in Sufi/Trika-adjacent metaphysics, names Ultimate Reality itself (an undivided, non-transmissible absolute) — structurally close to Kashmir Shaivism’s monistic “undivided Reality” as well. Using حق as the primary rendering would make “walking in the truth” sound like an unattainable metaphysical-absolute claim rather than the letter’s actual sense: a transmissible, propositional, relational gospel-content believers hold, walk in, and testify to.سچائی is required as the primary term throughout (vv.1,3,4,6,8,12). حق may appear only as an explicitly-flagged supporting gloss with contrastive teaching, never silently.
Love (ἀγάπη/ἀγαπάω)محبتHigh collision risk: محبت shades in regional devotional poetry (Lal Ded, Rishi-Sufi tradition) toward عشق, a mystical/absorptive love oriented toward dissolving self-distinction in union with the Divine — a live, cherished literary-devotional category, not a dead metaphor.Teach محبت here explicitly as committed, willed love between distinct persons bound by shared gospel truth, never mystical self-dissolving union. Never substitute عشق.
Brothers (ἀδελφοί)برادرMedium collision: برادر is generic, high-frequency vocabulary for fellow members of the Muslim ummah in everyday Kashmiri religious-communal discourse.Specify explicitly, at least once per unit, that these are fellow believers in Christ — a distinct, smaller covenant community — not the broader ummah-brotherhood category.
Beloved (ἀγαπητός)پیارؠRisk of flattening to ordinary epistolary politeness (a common Kashmiri correspondence convention) with no doctrinal content.Retain explicit link back to محبت in surrounding teaching so پیارؠ is read as a marker of gospel-love bond, not mere courteous address.
Friend(s) (φίλος)دوستCrowded neighborhood: ولی (walī, “friend of God”) already names a venerated Sufi saint honored at a shrine in the Rishi tradition (flagged in baseline under “saints”).Keep دوست strictly distinct from ولی; φίλος in v.14 is ordinary personal friendship among believers, not an elevated sainthood category.
Pagans/outsiders (ἐθνικός, v.7)غیر-قوم (shared base with baseline ἔθνη)Semantic mismatch risk: baseline غیر-قوم (Romans) names non-Jewish peoples as a positive object of gospel inclusion; here ἐθνικός names unbelieving outsider-patrons whose support should be declined to preserve gospel integrity — a narrower, more pejorative sense in a different argumentative direction.Flag for native speaker review; consider whether a distinct qualifying phrase is needed in 3 John contexts so readers do not import the Romans unity-doctrine’s positive framing into this different, negative-boundary-marking use.

2. Missing Vocabulary vs. Crowded Semantic Neighborhoods

3 John’s translation challenges fall into two structurally different categories that require different remediation strategies. Conflating them (treating a crowded-neighborhood risk as if it were a bare vocabulary gap, or vice versa) is itself a translation-quality risk.

2.1 Genuine Missing Vocabulary (no fixed Kashmiri Christian-tradition term exists — descriptive compounds required)

TermGreekWhy no fixed term existsChosen compound
loves to be firstφιλοπρωτεύωNT hapax legomenon; no ready single-word Kashmiri equivalent conveys the specific “desire for preeminence” nuanceپہلؠ بننہ ہنٛز خواہش رکھُن
chattering with wicked wordsφλυαρέω (+ λόγοις πονηροῖς)NT hapax legomenon; standard Kashmiri words for gossip/criticism under-translate the contemptuous severity intendedبد لفظن سٟتی گلہٕ کرُن
send forward (missionary provisioning)προπέμπωNo crystallized Kashmiri Christian technical term for structured travel-sponsorship of gospel workers exists; ordinary farewell idioms lack the material-support componentسفرٕ خاطرہ مدد کرِتھ روانہ کرُن
worthy of Godἀξίως τοῦ θεοῦNo single adjective captures “reflecting God’s own honor” without either sounding merit-earning or being too vagueخُدایہ لائق (with explicit non-merit qualification in teaching notes)

Strategy for genuine gaps: retain the descriptive compound exactly as recorded; do not allow Phase 2 translators to “simplify” these into single words for stylistic smoothness, since compression would strip essential doctrinal content the hapax legomena were chosen to carry.

2.2 Crowded Semantic Neighborhoods (term exists, but competes with a strong pre-existing religious meaning — fencing required, not compound-building)

TermKashmiri renderingCompeting neighborTraditionFencing strategy
truthسچائیحق (Al-Haqq)Mainstream Islamic theology (Divine Name) + Sufi/Trika metaphysics (Ultimate Reality)Never use حق as primary term; explicit contrastive gloss only if حق appears at all
loveمحبتعشقRishi-Sufi and Lal Ded devotional poetry (mystical absorptive union)Teach explicitly as love between distinct persons, never self-dissolving union
elderبزرگبزرگ (Sufi master/saint honorific)Rishi Sufi orderQualify as کلیسیایی بزرگ at first use, every document
testimonyگواہیشہادت / شہیدMainstream Islamic creed (Five Pillars) and martyrdomAbsolute prohibition on شہادت/شہید substitution, no exceptions
imitateپیروی کرُنپیروی (murid-pir submission)Rishi Sufi discipleship structureTeach as conduct-patterning, not master-disciple personal submission
good (deeds)نیک / نیک کم کرُننیک عمل (deeds-weighing soteriology)Mainstream Sunni IslamExplicit fruit-not-root qualification, reused from baseline Romans 4:4-5/11:5-6
brothersبرادربرادر (ummah-brotherhood)Mainstream Islamic communal discourseSpecify fellow believers in Christ explicitly
friendدوستولی (walī)Rishi Sufi sainthood/shrine venerationKeep دوست distinct from ولی; ordinary friendship only
the Nameنامہٕ خاطرہAsma-ul-Husna / bismillah invocationMainstream Islamic devotional practice (dhikr)Never leave unqualified; always specify Christ’s name
cast outکلیسیہٕ منٛز پؠٹھ کاڑُنCommunal expulsion/excommunication patternsMosque congregational discipline; Sufi order structuresTeach as condemned abuse of power, never modeled discipline
has not seen Godخُدا نہٕ چھُ وُچھمُتMystical vision/self-realization vocabularyKashmir Shaivism (Trika) pratyabhijna-adjacent idiomTeach as relational-knowledge idiom, not visionary attainment

Strategy for crowded neighborhoods: the Kashmiri lexical item is not lacking — it is already claimed, wholly or partly, by a specific competing doctrine. The remediation is fencing: explicit first-use qualification, teaching notes, and consistent avoidance of the competing term, not the invention of a new compound. Treating these as if they were vocabulary gaps (e.g., inventing an artificial neologism to avoid حق or شہادت) would be a mistake; the existing baseline strategy of a plain, lower-register, non-technical term deliberately chosen to sidestep the loaded neighbor (سچائی, گواہی) is correct and must be preserved for 3 John’s new occurrences of the same underlying Greek terms.


3. Transliteration vs. Paraphrase Decisions

TermDecisionRationale
μαρτυρέω/μαρτυρία (testimony)Paraphrase (گواہی), NOT transliteration of شہادتTransliterating or reusing the Arabic-Islamic root would import the Five-Pillars creedal-confession and martyrdom associations; a plain Persian-derived legal/evidentiary term avoids this entirely while preserving the evidentiary sense.
ἀλήθεια/ἀληθής (truth/true)Paraphrase (سچائی/سچ), NOT the available Arabic loan حقSame logic: avoid the Divine-Name/Ultimate-Reality collision; a plain correspondence-truth term is doctrinally safer and already established in the baseline.
φιλοπρωτεύω (loves to be first)Descriptive compound (paraphrase), no single-word or transliterated option availableHapax legomenon; no Greek-derived or Arabic/Persian loan exists in Kashmiri religious vocabulary for this specific concept.
φλυαρέω + λόγοις πονηροῖς (malicious slander)Descriptive compound (paraphrase)Hapax legomenon; same reasoning.
προπέμπω (send forward)Descriptive compound (paraphrase)No fixed technical missionary-support term exists; inventing a loanword would be less transparent to readers than a plain descriptive phrase.
πρεσβύτερος (elder)Retain existing loan/honorific (بزرگ) WITH qualifier, not a new transliterationبزرگ is already the natural, attested Kashmiri word for “elder/respected senior”; the fix needed is qualification (کلیسیایی), not a replacement term or new transliteration.
ἀγάπη (love)Retain existing loan (محبت), NOT transliteration of ἀγάπη itselfA Greek transliteration (“agapē”) would be opaque to ordinary readers and break with established regional Bible-translation convention (baseline reuses محبت from the Romans package by extension); the correct fencing is teaching contrast with عشق, not a foreign transliteration.
ξένος (stranger)Retain existing compound (اجنبی + مہمان), NOT transliterationExisting vocabulary is positively resonant and doctrinally sufficient once paired with the “for the Name” qualifier; no transliteration need arises.
ὄνομα as “the Name” (title, v.7)Paraphrase with explicit referent (مسیحہ ہند نام), NOT bare transliteration of “onoma”A transliterated Greek term would be meaningless to readers; the correct move is naming the referent explicitly (Christ) rather than leaving an ambiguous formula that collides with Asma-ul-Husna/bismillah usage.
Proper names (Gaius, Demetrius, Diotrephes)Transliteration, following established regional Bible-translation conventionStandard practice for proper names throughout this Language Package (cf. baseline’s “david,” “israel,” “jesus” entries); no theological content is carried by the sound-form itself, so straightforward phonetic transliteration into Perso-Arabic script is appropriate. Recommend confirming exact Perso-Arabic spellings against a currently published Kashmiri New Testament, per the baseline’s standing caveat about Kashmiri’s extended vowel inventory.

General principle governing this section: transliteration is reserved for proper names and terms with no meaningful semantic content to translate (as in the baseline’s treatment of “Abba”); paraphrase/descriptive compounds are reserved for concepts with no crystallized single-term Kashmiri Christian-tradition equivalent; and existing-but-crowded terms are retained with explicit fencing rather than replaced by either transliteration or invented neologism, consistent with the baseline package’s established methodology (e.g. its treatment of غیرت for incarnation, adoption, and resurrection).


4. Ranked List of Highest-Risk Ambiguities in 3 John

Ranked by combined severity (doctrinal centrality × collision specificity × likelihood of reader misapplication), specific to this letter rather than a restatement of Romans-level risk.

  1. Testimony/witness (μαρτυρέω/μαρτυρία) vs. شہادت/شہید — Highest risk in the letter. 3 John’s entire argument turns on the evidentiary, character-attesting sense of testimony (Gaius’s, Demetrius’s, and the elder’s own, vv.3, 6, 12); any bleed-through from the Islamic creedal-confession or martyrdom register would fundamentally distort the letter’s genre (a personal commendation letter, not a creedal or martyrological text). گواہی is well-chosen but demands absolute, zero-exception enforcement given how emotionally and religiously loaded the competing term is.

  2. Truth (ἀλήθεια/ἀληθής) vs. حق (Al-Haqq) — The letter’s controlling theme (vv.1,3,4,6,8,12) is at stake. Because 3 John uses “truth” more densely, in more varied grammatical constructions (walking in truth, testimony to truth, “for the sake of the truth”), than almost any other NT letter of comparable length, the cumulative collision risk across a single short document is unusually concentrated. Requires the same discipline as Critical risk 1.

  3. “Good” (ἀγαθοποιέω) vs. نیک عمل deeds-weighing soteriology — v.11’s stark binary (“whoever does good is of God; whoever does evil has not seen God”) is the single verse in 3 John most susceptible to being read as a merit-earning formula through an Islamic deeds-weighing lens, precisely because the verse’s own grammar (an “if…then” moral-test structure) superficially resembles that framework more closely than most NT ethical exhortations do. This is the letter’s sharpest point of contact with the baseline’s Romans grace-vs-merit caution and needs the most explicit teaching intervention per word of text.

  4. Elder (πρεσβύτερος) vs. Sufi بزرگ/pir authority model — The letter opens with “The Elder” as the author’s self-designation (v.1), meaning this collision risk is front-loaded at the very first word readers encounter; an unqualified reading could frame everything that follows (including John’s rebuke of Diotrephes) as one spiritual master’s charisma-based authority contest with a rival master, rather than legitimate delegated apostolic-era pastoral oversight versus its abuse.

  5. Love (ἀγάπη) vs. عشق mystical absorption — v.1’s opening address (“whom I love in truth”) sets the emotional register for the whole letter; misreading this as عشq-style absorptive devotion would undercut the letter’s actual claim that this love is precisely a love between distinct persons joined by shared, external, propositional truth — the opposite of non-dual dissolution.

  6. Casts out (ἐκβάλλω) vs. legitimate communal expulsion patterns — Diotrephes’s action (v.10) is the letter’s clearest condemned villain-behavior; if readers assimilate it to familiar, socially-endorsed expulsion/excommunication patterns from mosque or Sufi-order communal life, they may fail to recognize it as sin rather than as a (perhaps regrettably harsh but basically legitimate) act of communal discipline.

  7. Imitate (μιμέομαι) vs. پیروی murid-pir submission — v.11’s exhortation to imitate good rather than evil is a one-time ethical instruction; if read through the lens of ongoing personal submission to a living spiritual master, it risks implying readers should seek out a Demetrius-like figure as an ongoing pir, rather than simply patterning conduct after a commended example.

  8. The Name (ὄνομα) vs. Asma-ul-Husna/bismillah devotional formula — v.7’s “for the sake of the Name” is doctrinally important (Christ-centered motivation for hospitality) but appears only once in the letter, and the surrounding context (traveling ministers, hospitality) makes the referent recoverable even without a gloss, somewhat lowering the practical risk relative to items above; still requires explicit qualification per the Critical-Forbidden-Substitution logic already established in the baseline for comparable Divine-Name-adjacent vocabulary.

  9. Pagans/outsiders (ἐθνικός, v.7) vs. baseline غیر-قوم (Romans’ positive unity category) — Risk here is intra-curriculum inconsistency rather than an external religious collision: a reader familiar with the Romans materials in this same Language Package could import the positive, inclusion-oriented connotation of غیر-قوم from Romans into 3 John’s narrower, negative, boundary-marking use, producing a cross-document contradiction rather than a false doctrine per se. Flagged for native speaker review rather than ranked as high as the items above, since the risk is calibration, not doctrinal collision.

  10. “Has not seen God” idiom (ὁράω) vs. Trika visionary/self-realization vocabulary — Lowest-ranked Critical/High-adjacent risk in this list: it affects primarily the smaller Kashmiri Pandit-background audience and occurs only once (v.11b), but is included because, left unaddressed, it could invert the verse’s meaning entirely for a Trika-shaped reader (from “lacks relationship with a personal God” to “has not yet attained non-dual realization”).


This document extends, and must be read together with, analysis/08_core_glossary.md, assets/bible_term_registry.json (3 John additions), and the baseline Romans translation_memory.json. Any new term introduced here for Phase 2 use must be written into translation memory before segment translation proceeds, per the baseline’s 12_ai_translation_requirements.md Translation Memory Load and Enforcement Instructions.

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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