Linguistic Gap Analysis

English → Fulfulde | Jude 1:1–25 | Doctrine Vocabulary Matrix, Semantic Crowding, Transliteration Decisions, and Ranked Ambiguities

Curriculum: Jude Core passage: Jude 1:3–23 (theological anchor; full-letter scope mandated below) Depends on: analysis/08_core_glossary.md, assets/bible_term_registry.json, baseline translation_memory.json, baseline doctrine_risk_registry.json Status: All renderings below are provisional unless marked [BASELINE REUSE]; provisional renderings require native-speaker and/or theologian confirmation per this Language Package’s established methodology for Fulfulde’s thinner Bible-translation tradition.

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0. Full-Book Coverage Confirmation

Jude is a single chapter of 25 verses. Because the PRD mandates full-book coverage rather than core-passage-only coverage, every verse span has been reviewed for load-bearing vocabulary, not only vv.3–23. This section records that review explicitly so no verse range is silently skipped.

Verse span	Content	Coverage status
1:1–2	Salutation: author, recipients (“called,” “beloved,” “kept”), greeting-wish (mercy, peace, love)	Reviewed — terms (noddaaɓe, yiɗaaɓe, reen- root, yurmeende, jam) already captured in glossary; contributes the letter’s opening deployment of the reen- keeping motif (see §D below).
1:3–4	Thesis: contend for the faith once delivered; false teachers pervert grace, deny the Master and Lord	Core passage — full matrix treatment in §A.1, §A.2 below.
1:5–7	Three OT warning-types: Israel in the wilderness, the fallen angels, Sodom and Gomorrah	Core passage — full matrix treatment in §A.3 below.
1:8–10	False teachers’ conduct: dreamers, defile flesh, reject authority, slander glorious ones; contrasted with Michael’s restraint toward the devil	Reviewed — no new curriculum doctrine beyond judgment/ungodliness category; terms already in glossary (manaaɗi, salaade/salaari, Sheytaane, Mikaa’iila). No additional gap-analysis entries required beyond §A.2 and §C.
1:11–13	Three named examples (Cain, Balaam, Korah); woe-oracle; love-feast/shepherd irony; “wandering stars”	Reviewed — contributes to Judgment doctrine (§A.2); proper names handled in §C (transliteration decisions); no new gap beyond what is already logged.
1:14–16	Enoch’s prophecy of judgment; canon/inspiration question	Reviewed — folds into OT/extra-canonical Types doctrine (§A.3) and Judgment doctrine (§A.2); Enoch’s canon-status risk is logged as a ranked ambiguity in §D.
1:17–19	Apostolic prediction of mockers; divisions; “worldly,” “not having the Spirit”	Reviewed — contributes to Judgment doctrine and is the decisive term for distinguishing false teachers from believers; logged in §D.
1:20–21	Believers’ response: build up, pray in the Spirit, keep yourselves in God’s love, wait for mercy/eternal life	Core passage — contributes to Kept/Blameless doctrine (§A.5) and Mercy doctrine (§A.4).
1:22–23	Mercy shown differently to three groups: the wavering, the endangered, the defiled	Core passage — full matrix treatment in §A.4 below.
1:24–25	Closing doxology: kept from stumbling, presented blameless, fourfold ascription	Core passage — full matrix treatment in §A.5 and §A.6 below.

No verse span contributes zero content; every span is either given a dedicated matrix entry or explicitly noted here as reviewed with no additional gap beyond terms already logged in the core glossary.

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A. Doctrine Vocabulary Matrix

For each of the six curriculum doctrines: available Fulfulde terms, their specific weaknesses in this language, and the recommended handling strategy for Phase 2.

A.1 Contending for the Faith Once Delivered (Jude 1:3)

Available Fulfulde terms	Weaknesses	Recommended strategy
haɓɓaade wonande gomɗinal (“to struggle/contend for the faith”) — coined from native root haɓɓ-, not Arabic	No existing crystallized Fulfulde theological term for this specific Pauline/Jude-style “contend earnestly” sense; risk that a translator under time pressure reaches for an Arabic-derived jihaad-family cognate, which is readily available in the language and would be instantly recognizable — but catastrophically wrong, importing armed/political-religious struggle into a defensive, doctrinal, non-violent apostolic exhortation.	Standing forbidden-substitution rule (already logged in glossary/registry): no jihaad-cognate may ever render this verb, in this curriculum or any other Fulfulde curriculum in this pipeline. haɓɓaade must be locked in translation memory and back-translated on every occurrence to confirm no jihad-adjacent term has crept in via a synonym search. Mandatory theologian sign-off before this coinage is treated as final.
gomɗinal ngal rokkaa seniiɓe laawol gootol (“the faith given to the saints once/one time”)	Descriptive compound; no single word exists for “once-for-all delivered” in the available literature; the phrase is long and may be shortened informally by native speakers in ways that lose the “unrepeatable, complete” force.	Retain the full compound in written/study materials; permit an oral-teaching gloss shortening only if the laawol gootol (“one time, not to be repeated”) element is preserved, since this is the exact element that counters tahrif doctrine (see §D, ranked ambiguity #2).
gomɗinal alone (baseline “faith”)	Baseline sense is predominantly the subjective act of personal trust (Romans usage); Jude 1:3, 20 use the objective/creedal sense — “the faith,” a fixed body of apostolic doctrine. Using the bare word without qualification risks readers hearing “your believing” rather than “the deposit you were given to believe.”	Do not introduce a second lexical item; instead mark the objective sense contextually with an explicit article/possessive construction and a first-use gloss (“the teaching handed down”) in study notes, per the requirements document’s rule to gloss technical terms on first use.

A.2 Judgment on Ungodly False Teachers (Jude 1:4, 6, 8–10, 11, 15, 18)

Available Fulfulde terms	Weaknesses	Recommended strategy
añuɓe Alla / añgo Alla (“those who oppose/hate God” / “opposition to God”) for ἀσεβής/ἀσέβεια	New coinage from añ- (“to hate/oppose”); occurs six times across the short letter (1:4, 15 ×3, 18) and is the letter’s dominant judgment-target category, yet has no prior attestation in Fulfulde Christian literature. Risk of drift into synonyms across occurrences, which would obscure the deliberate repetition that builds the letter’s rhetorical weight.	Lock this exact root family in translation memory; require a same-root check across all six occurrences as a Phase 2 validation step, parallel to the reen- root check (§A.5). Distinguish clearly from bakkotooɓe (general “sinners,” 1:15) — ungodliness (irreverence toward God specifically) is the narrower, sharper charge.
ñaawoore for κρίμα/κρίσις (“judgment/condemnation”)	Shares no direct root collision with Islamic Yawm al-Din vocabulary, which is actually a strength, but this also means the term is doctrinally “empty” on its own — it will not automatically carry Jude’s specific basis for judgment (perverted grace, denied Lordship, unrepented ungodliness) the way a loaded Arabic-derived term might carry unwanted connotations.	Always pair ñaawoore with an explicit statement of its basis in the surrounding teaching text; never let the term stand alone as if self-explanatory, since readers’ default deeds-weighing framework (from Islamic theology) will otherwise fill the gap silently.
yiite duumiiɗe for “eternal fire” (1:7)	yiite is Arabic-derived and shares strong resonance with Islamic Jahannam imagery — a genuine bridge, but one that risks silently importing an unmodified deeds-ledger judgment framework alongside the borrowed word.	Use the shared term deliberately as a bridge, but require every occurrence to carry an explicit statement that the basis of judgment in Jude is rejection/perversion of grace and denial of Christ’s Lordship, not a deeds-balance, matching the same discipline the baseline already requires for kisal (salvation) and bakkaatu (sin).
salaade / salaari for βλασφημέω/βλασφημία (“blaspheme/slander”)	Classical Islamic jurisprudence (well known in Fulani scholarly tradition) has developed legal categories for blasphemy (sabb, qadhf) carrying serious social and even legal consequences; a Fulfulde word landing in this semantic space risks readers assuming Jude is invoking a formal legal-religious charge rather than describing irreverent mockery of angelic/glorious beings.	Fence explicitly in teaching notes: Jude’s usage describes moral-spiritual irreverence toward sacred realities, not a jurisprudential charge; theologian review required per occurrence (1:8, 9, 10).

A.3 Old Testament Warnings as Types — Israel, Angels, Sodom (Jude 1:5–7)

Available Fulfulde terms	Weaknesses	Recommended strategy
Israel/wilderness generation — no fixed proper-noun phrase; contextual rendering (yimɓe Israa’iila, kisnaaɓe refi ɓe halkaa)	This is the letter’s first and structurally most important OT type (saved, then destroyed for unbelief), yet it has no crystallized fixed phrase; readers’ independent narrative knowledge of Israel’s history is more likely to derive from the Qur’anic account (Q2, Q7) than the Exodus-Numbers narrative Jude assumes.	Render the salvation-then-judgment pattern as plain historical narrative, not parable-register language, and supply the Exodus/Numbers background explicitly in accompanying teaching material rather than assuming it. This decision mirrors the baseline’s existing caution for israel_wilderness_generation types generally.
Fallen angels — malaaka (shared Arabic-derived loanword with Islamic malā’ika)	CRITICAL COLLISION: mainstream Sunni angelology holds angels categorically cannot sin (only Iblīs, generally classed among the jinn, disobeyed). Jude 1:6 states plainly that some angels did sin. Using the shared loanword without direct address of this doctrinal conflict risks the statement being silently rejected or “corrected” by the reader’s existing, well-articulated theological framework, rather than engaged.	Do not avoid the word (no viable native alternative exists, and inventing one would sever the passage from the wider believer/reader’s existing angelology vocabulary entirely). Instead, mandate an explicit teaching note on every occurrence stating the doctrinal divergence directly, per the same principle the baseline already applies to Ɓiɗɗo Alla (Son of God) and immorde e maayde (resurrection). Mandatory theologian review.
Sodom and Gomorrah — Sodoma e Gomora (transliteration)	Shared narrative point of contact with the Qur’anic account of Lot’s people (Q7, Q11, Q26, Q29) is a genuine strength, but Jude’s specific framing — as a public, ongoing “example” (δεῖγμα) of eternal fire, a forward-pointing eschatological pattern — differs from the Qur’anic account’s framing as a completed historical judgment without the same explicit link to final eschatological fire for unbelievers generally.	Use the transliteration as a bridge (already a point of contact), but require the eschatological “pattern/example” framing to be stated explicitly rather than assumed identical to the reader’s existing Qur’anic frame.

A.4 Mercy and Rescue of the Wavering (Jude 1:2, 21, 22–23)

Available Fulfulde terms	Weaknesses	Recommended strategy
yurmeende for ἔλεος (“mercy”)	Already reserved by the baseline for “mercy/compassion” distinct from Arjunde (grace) — a real strength here, since this doctrine’s central term already has a stable, uncontested home in the language and does not need to compete with Arjunde’s Critical-risk Islamic-piety-reciprocity problem.	Reuse without modification; this is one of the letter’s lowest-friction key terms precisely because the baseline already fenced it correctly for a different curriculum. No new coinage needed.
sikkitiiɓe for διακρινόμενος (“the wavering/doubting,” 1:22)	New coinage from sikke (“doubt/suspicion”); the single hardest pastoral-theological distinction in the whole letter rests on this word being clearly separable from añuɓe Alla (the confirmed, unrepentant ungodly false teachers). If the two categories blur in translation, the doctrine of merciful rescue collapses into either (a) mercy shown to the unrepentant (doctrinally wrong) or (b) no mercy shown to the recoverable-but-struggling (pastorally catastrophic).	Mandatory theologian and native-speaker review specifically testing that back-translation of sikkitiiɓe does not collapse into or get confused with añuɓe Alla or bakkotooɓe in ordinary usage. This is the doctrine’s single highest-priority fencing requirement.
riiwde for ἁρπάζω (“snatch [from the fire],” 1:23)	Vivid, urgent verb; risk is understating urgency by choosing a milder synonym for “take/remove” during Phase 2 processing under time pressure, since several near-synonyms exist in Fulfulde for general “taking.”	Lock riiwde specifically (not a generic “take” verb) in translation memory to preserve the urgency of “snatching” someone bodily out of danger, and require the rendering to connect thematically back to yiite duumiiɗe (1:7) in teaching notes.

A.5 Kept by God and Presented Blameless (Jude 1:1, 6, 13, 21, 24)

Available Fulfulde terms	Weaknesses	Recommended strategy
reen- root family (reenaaɓe, reenaa, reenee, reenude) for τηρέω/φυλάσσω (“keep/kept/preserve”)	This single root must carry BOTH senses in the letter’s deliberate irony: believers kept for glory (1:1, 21, 24) and fallen angels kept/reserved for judgment (1:6, 13). No other single Fulfulde root has been identified that spans both senses naturally; a translator substituting a different word for the negative sense (e.g., a “chained/imprisoned” word) for stylistic variety would sever the literary envelope Jude has deliberately built and lose an argument the passage is making.	Single highest-priority consistency requirement in this curriculum. Require an end-to-end root-consistency check across all five occurrences as a mandatory Phase 2 validation gate, with contextual markers (positive vs. custodial/negative sense) supplied by surrounding phrase structure, not by switching roots. Mandatory theologian review with back-translation verification.
ɓe ngalaa bone for ἄμωμος (“blameless/without blemish,” 1:24)	Provisional descriptive compound; no crystallized single Fulfulde theological term exists for this sacrificial-cultic metaphor (an “unblemished offering” applied to final believer-status). Risk: read as a claim about the believer’s own moral record (“a person without fault”) rather than God’s gracious, credited achievement — exactly the deeds-weighing collapse the baseline already warns against for imputed_righteousness.	Cross-reference explicitly with baseline peewal jibinaangal (imputed righteousness) in all teaching material accompanying 1:24, so “blameless” reads as presented blameless by God’s action, not self-achieved. Mandatory theologian confirmation before this compound is treated as final.
wa’de ɓe darɓe yeeso manaango makko for “present…before his glory” (1:24)	Long descriptive phrase built on baseline manaango (glory); risk of confusion with Pulaaku’s teddungal (socially-conferred honor/dignity), a core Fulani cultural value that operates on a fundamentally different, horizontal, reciprocal logic than God’s vertical, self-existent glory.	Retain manaango, never substitute teddungal, per the baseline’s existing caution; make the God-conferred (not socially negotiated) nature of this “presentation” explicit in first-use teaching notes.

A.6 Doxology and God’s Preserving Power (Jude 1:24–25)

Available Fulfulde terms	Weaknesses	Recommended strategy
Mo hattani (“the One who is able”) for δυνάμενος	Grounds the whole doxology in divine capability; risk that “able” could be read as simply “strong” in a generic sense rather than specifically able-to-keep/able-to-present, detaching capability from its object.	Always retain the infinitive purpose clause (“…to keep you from stumbling…to present you blameless”) attached in the same sentence/verse unit; never let Mo hattani stand as a free-floating divine-attribute statement.
doole for κράτος (“might,” doxological)	Baseline-adjacent reuse of doole Alla; strong existing fencing already exists against barke (marabout-associated power) from the Romans baseline, a real strength.	Reuse the existing fencing rule without modification; no new gap.
mawngu (majesty) and hattirde (authority) — the remaining two terms of the fourfold doxological ascription	Both are new coinages for this curriculum with no prior attestation as a fixed liturgical formula in Fulfulde; Fulani religious culture has a strong oral-recitation tradition (both Islamic and, where present, Christian), and a doxology that does not “sound right” for recitation risks being quietly altered by local teachers/preachers in ways that could drop or reorder terms.	Test the full fourfold formula (Mo hattani…manaango, mawngu, doole, e hattirde…) for oral cadence and memorability with native speakers before finalizing; flag for native-speaker review specifically for liturgical naturalness, separate from the theological-accuracy review already required for the individual terms.
ado sahaaji fof, e jooni, e haa abadan for the πρὸ παντὸς τοῦ αἰῶνος…εἰς πάντας τοὺς αἰῶνας eternality formula	New idiomatic phrase; confirm it reads as a natural three-part eternality expression (before all time / now / forever) rather than as three disconnected time-references.	Native-speaker confirmation required; no theological risk, purely idiomatic-naturalness risk.

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B. Missing Vocabulary vs. Crowded Semantic Neighborhoods

B.1 Missing Vocabulary (No Crystallized Fulfulde Term — Requires Coinage or Descriptive Compound)

These concepts have no existing attested Fulfulde theological term in the available translation literature and require either a new native-root coinage or a descriptive compound, consistent with this Language Package’s established preference (per the baseline requirements document) for plain descriptive compounds over opaque neologisms:

1. “Contend earnestly for” (ἐπαγωνίζομαι) → haɓɓaade wonande gomɗinal — coined native root, deliberately avoiding the crowded Arabic-derived jihaad neighborhood (see B.2).
2. “The faith once for all delivered” (ἅπαξ παραδοθείσῃ) → gomɗinal ngal rokkaa seniiɓe laawol gootol — descriptive compound.
3. “Ungodly/ungodliness” (ἀσεβής/ἀσέβεια) → añuɓe Alla / añgo Alla — coined from native root añ-.
4. “Judgment/condemnation” as a distinct forensic term (κρίμα/κρίσις) → ñaawoore.
5. “Master/Sovereign Owner” as distinct from “Lord” (δεσπότης) → Jeyɗo — coined from native root jey- (“to own”), to preserve Jude 1:4’s double title.
6. “Wavering/doubting” (διακρινόμενος) → sikkitiiɓe — the single most doctrinally load-bearing new coinage in the letter (see A.4).
7. “Blameless/without blemish” (ἄμωμος) → ɓe ngalaa bone — descriptive compound.
8. “Presented before his glory” (στῆσαι κατενώπιον τῆς δόξης) → wa’de ɓe darɓe yeeso manaango makko — descriptive compound.
9. “Worldly/soulish” (ψυχικός) → yimɓe ɓalndu — coined compound requiring tight linkage to the following Spirit-clause.
10. “Eternal life” as a fixed compound (ζωὴ αἰώνιος) → nguurndam duumiiɗam.
11. Fourfold doxological formula terms (μεγαλωσύνη mawngu; ἐξουσία hattirde) with no prior fixed liturgical form.
12. “Savior” as an agentive title distinct from the baseline’s “salvation” noun (σωτήρ) → Kisnoowo — new derivation from the kisal root family.

General strategy for this category: every item above is flagged in translation memory as provisional and routed to mandatory theologian and/or native-speaker review before being treated as final, per the baseline’s existing rule for newly coined terms. None of these should be allowed to “harden” into unreviewed de facto standards through repeated Phase 2 use before that review occurs.

B.2 Crowded Semantic Neighborhoods Requiring Explicit Fencing

These are cases where an available Fulfulde word sits inside a semantic space already densely occupied by a well-articulated competing concept — Islamic theological/legal vocabulary, Islamic-Sufi folk practice, or Pulaaku cultural values — such that the word alone will not carry Jude’s specific meaning without active fencing:

Fulfulde term	Crowded neighbor concept	Fencing required
haɓɓaade wonande gomɗinal (contend)	Arabic-derived jihaad-cognates (armed/political-religious struggle)	Absolute forbidden-substitution rule; never permit any jihad-root synonym, regardless of superficial fit.
Sheytaane (devil)	Islamic Shaytān/Iblīs	Shared word ≠ shared narrative; the Michael/Moses’-body dispute (1:9) has no Qur’anic parallel and must be taught as new content.
malaaka (angels)	Islamic malā’ika (categorically sinless in mainstream Sunni doctrine)	Direct doctrinal collision (angels can sin per Jude 1:6) must be taught explicitly, never softened or avoided.
Almasiihu-family Christological terms already fenced in baseline (Joom, Ɓiɗɗo Alla, Yeesu) — reappearing here in Jude 1:4, 25	Tawhid/anti-shirk doctrine	Reuse baseline fencing without modification; Jude 1:4’s “deny the Master and Lord” is itself a direct parallel to the mainstream Islamic denial this fencing already anticipates.
yiite duumiiɗe (eternal fire)	Islamic Jahannam imagery	Bridge term permitted, but the basis-of-judgment distinction (grace rejected, not deeds-ledger) must accompany every occurrence.
salaade/salaari (blaspheme/slander)	Classical Islamic legal categories sabb/qadhf	Fence as moral-spiritual irreverence, not a jurisprudential charge.
majjere (error/going astray)	Arabic dalāl (Sharia-nonconformity)	Fence the basis of “straying” as departure from grace/gospel, not legal-code nonconformity.
torde e Ruuhu Ceniiɗo (pray in the Spirit)	salaa (ritualized five-times-daily Islamic prayer)	Reuse baseline fencing exactly; Spirit-directed prayer is categorically distinct from ritual observance.
koyɗuɓe (those who rely on dreams, 1:8)	Regional folk-religious and Sufi dream/vision practice	Fence to ensure readers do not read Jude as endorsing or merely describing a familiar mystical practice neutrally; the term names a criticized basis for false authority.
manaango (glory, 1:24–25)	Pulaaku’s teddungal (socially-conferred honor/dignity)	Reuse baseline fencing exactly; God’s glory is transcendent and not socially negotiated.
ndewna (shepherd, ironic use, 1:12)	The strong, positive pastoralist shepherd/flock imagery central to Fulani cultural identity	Fence carefully as inversion/irony (false teachers “shepherding only themselves”) so the positive cultural resonance elsewhere in Scripture is not undercut by this one negative usage.
doole (power, doxological)	barke (marabout-associated blessing/power)	Reuse baseline fencing exactly; no new gap.

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C. Transliteration vs. Paraphrase Decisions

Term/Name	Decision	Rationale
Yeesu, Kiristu, Alla, Ruuhu Ceniiɗo, Joom	Baseline-fixed transliteration/established term — reuse exactly	Already settled by Romans baseline; no deviation permitted.
Jeyɗo (Master/δεσπότης)	Native coinage, not transliteration	No Arabic loanword exists that would not collide with an existing Islamic honorific; a native root (jey-, “to own”) is safer and keeps the double-title distinct from Joom.
Sheytaane	Transliteration (Arabic-derived, shared with Islamic usage)	No viable native alternative exists; the shared vocabulary is unavoidable and should be used deliberately as a bridge, with narrative content taught explicitly as new (see B.2).
Mikaa’iila	Transliteration, shared with Qur’anic Mīkā’īl	Genuine point of contact; use the shared name, but teach the specific dispute narrative as new content.
Muusaa, Daawuda	Baseline-fixed transliteration	Already established; reuse exactly per the requirements document’s transliteration standards.
Kaayiina (Cain)	Transliteration	Standard proper-name transliteration practice; narrative content (false worship, envy, murder) taught explicitly rather than assumed shared with the Qur’anic Qābīl account.
Balaam	Transliteration, unmodified	Minimal Qur’anic overlap; lowest-risk proper name in the letter.
Kore (Korah)	Transliteration	Standard practice; narrative emphasis (rebellion against Moses’ authority) taught explicitly as distinct from the Qur’anic Qārūn account’s wealth-arrogance emphasis.
Enooku (Enoch)	Transliteration, deliberately distinct from “Idriisa”	Islamic tradition identifies Enoch with the Qur’anic figure Idrīs; using a different transliterated form avoids implying identical content and creates space to teach the distinct canon/inspiration question raised by quoting 1 Enoch (see §D, ranked ambiguity #2).
Sodoma e Gomora	Transliteration	Standard proper-name practice; shared narrative point of contact with the Qur’anic Lot narrative, framing difference taught explicitly.
ἐπαγωνίζομαι (contend)	Paraphrase/native coinage (haɓɓaade wonande gomɗinal)	Transliteration is not applicable (not a proper name); any Arabic-loanword paraphrase option available in the language collides with jihaad and is therefore excluded — native root required.
ἅπαξ παραδοθείσῃ (once for all delivered)	Paraphrase/descriptive compound	No single word exists; compound preferred per the requirements document’s preference for plain descriptive compounds over opaque neologisms.
ἀσέβεια (ungodliness)	Paraphrase/native coinage	No Arabic-derived loanword identified that isolates “irreverence toward God” cleanly from general “sin”; native root añ- preferred.
ἄμωμος (blameless)	Paraphrase/descriptive compound	Sacrificial-cultic metaphor with no ready Fulfulde equivalent; compound preferred, cross-referenced to baseline peewal jibinaangal.
διακρινόμενος (wavering)	Paraphrase/native coinage	No transliteration option; native root sikke (“doubt”) is the safest path and must be fenced carefully (see A.4, B.2).
μεγαλωσύνη, ἐξουσία, κράτος (doxological triad with δόξα)	mawngu, hattirde, reuse of doole — native/baseline terms, not transliterations	These are abstract divine attributes; transliteration is not applicable, and native vocabulary already exists or can be coined without Islamic-collision risk (unlike, e.g., barke, which is excluded).
ἀμήν (Amen)	Transliteration (aamiin)	Already established shared usage across regional Christian and Islamic contexts; standard liturgical transliteration practice, low risk.

General principle applied throughout: transliteration is preferred only where (a) a proper name is involved, or (b) an existing shared loanword’s meaning is stable enough across religious communities that the risk of silent doctrinal transfer can be managed through explicit teaching (e.g., Sheytaane, malaaka, yiite). Native coinage/paraphrase is preferred wherever an existing Arabic-derived option would import unwanted Islamic legal, jihad-related, or Sufi-mediated connotations that cannot be adequately fenced (e.g., contend-for-the-faith, ungodliness, wavering).

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D. Ranked List of Highest-Risk Ambiguities in Jude

Ranked by combined severity of doctrinal distortion risk and likelihood of silent misreading, given Fulfulde’s thinner translation tradition and the depth of regional Islamic theological literacy.

1. The reen- “kept/keep” root family carrying both the positive (believers kept for glory) and negative (angels reserved for judgment) senses (1:1, 6, 13, 21, 24). If any single occurrence drifts to a different root for stylistic variety, the letter’s entire structural irony collapses and readers lose the argument that the same God who keeps the faithful also keeps the fallen for judgment. Highest-priority, letter-spanning consistency risk; mandatory theologian review with full back-translation across all five occurrences.

2. Enoch’s prophecy (1:14–15) quoted from a non-canonical source, addressed to readers whose own prophetology (Qur’anic) treats every named prophet’s associated book as itself fully authoritative revelation. Without direct explanation that inspired citation of a true statement does not canonize the whole surrounding book, readers are likely to either (a) reject the citation as undermining biblical reliability, or (b) conclude 1 Enoch itself should be treated as Scripture — both serious errors. Requires explicit doctrinal framing, not silent translation.

3. Fallen angels sinning (1:6) directly contradicting mainstream Sunni angelology’s doctrine that angels cannot sin. This is not a vocabulary problem but a content collision: the shared loanword malaaka will deliver the sentence accurately, but well-informed readers will recognize it as contradicting settled doctrine they hold with confidence, and may reject the verse rather than engage it, unless the curriculum anticipates and directly addresses the divergence.

4. The Master/Lord double title (δεσπότην καὶ κύριον, 1:4) collapsing into redundancy if Jeyɗo and Joom are not both consistently used and distinguished. Jude’s escalating rhetorical force (the false teachers deny not just authority in general but Christ’s absolute ownership and supreme Lordship) depends on two distinguishable titles; losing the distinction weakens exactly the verse that most directly parallels mainstream Islamic denial of Christ’s unique status.

5. “Wavering” (sikkitiiɓe, 1:22) blurring with “confirmed ungodly” (añuɓe Alla) in ordinary usage or careless back-translation. The entire pastoral doctrine of merciful, differentiated response depends on these remaining two distinct classes of people. A translator or reviewer moving quickly through the text is the most likely point of failure here, since both terms describe people currently outside full fellowship.

6. “The faith” (gomɗinal, 1:3, 20) read in its objective/creedal sense being silently collapsed into the baseline’s dominant subjective-trust sense from Romans. Since the same Fulfulde word must serve both senses across the whole pipeline (per the theological consistency rules), readers moving from a Romans-based lesson to a Jude-based lesson could default to “your personal believing” when Jude actually means “the fixed body of doctrine entrusted to you” — a subtle but consequential shift, especially for the tahrif-related teaching point in item 7 below.

7. “The faith once for all delivered” (1:3) as an implicit rebuttal of the tahrif doctrine (that earlier scriptures were corrupted, requiring later Qur’anic correction). If the laawol gootol (“one time, complete, unrepeatable”) element of the descriptive compound is dropped or shortened in oral teaching for brevity, this verse loses its specific argumentative force as a claim to a fixed, uncorrupted, complete apostolic deposit — precisely the point most valuable for engaging this well-known regional theological objection.

8. “Ungodly” (añuɓe Alla, six occurrences) drifting into synonymy with “sinners” (bakkotooɓe) across the letter’s repeated uses. Jude’s rhetorical strategy depends on asebeia being the letter’s dominant, sharply focused charge (irreverence toward God specifically, not generic wrongdoing); loss of consistency here dilutes the letter’s central accusation against the false teachers.

9. “Worldly/soulish, not having the Spirit” (1:19) being read as a merely moral distinction (bad people) rather than an ontological-spiritual one (people who lack the Spirit’s indwelling presence). This is the decisive line separating false teachers from genuine believers in the letter’s own argument; a moralized reading turns a Spirit/flesh distinction into a behavior-grading exercise, exactly the deeds-weighing framework this whole curriculum must resist by design.

10. The doxology’s fourfold ascription (1:25) failing to achieve natural oral-liturgical cadence in Fulfulde, given the strong oral-recitation culture (both Islamic and Christian) among Fulfulde speakers. This is a lower doctrinal-severity risk than items 1–9 but a real practical-adoption risk: a doxology that does not “sound right” when read aloud in congregational or teaching settings may be informally altered by local teachers in ways that bypass the careful term-by-term theological fencing established above.

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E. Summary and Handoff

This gap analysis confirms that Jude, though a single short letter, introduces a disproportionately high number of new-coinage and descriptive-compound terms relative to its length — a direct consequence of Fulfulde’s thinner Bible-translation tradition combined with Jude’s dense concentration of load-bearing vocabulary (the reen- motif, añuɓe Alla, sikkitiiɓe, ɓe ngalaa bone, Jeyɗo). Every item flagged above as [NEW] in the core glossary and bible term registry must be treated as provisional pending native-speaker and/or theologian confirmation, per the baseline’s established escalation methodology, before Phase 2 translation output is considered final. No item in this analysis contradicts or overrides any baseline translation_memory.json entry; all baseline-reuse terms are carried forward exactly as recorded.