The Conceptual Track

Status: DESIGN (2026-07-11). The second of two independent pipelines; the other is the Historical Track. They share only the disambiguated text upstream and link at the graph (a concept-claim references the person/work entities the Historical Track built) — no shared logic, no shared ordering.

1. Aim

Organize doctrine — build a concept ontology and lift concepts to first-class entities, governed top-down by authoritative interpretation. Less “extract these facts,” more “structure this teaching under the authority that interprets it.” Kept separate from historical fact-extraction because the aims, ordering, and quality gates are genuinely different.

2. The governing principle: authoritative interpretation, backwards-facing

Authoritative interpretation is backwards-facing — a later authorized figure interprets what came before, and the latest governs. But interpretation is not the exclusive function of the designated Interpreters (’Abdu’l-Bahá, Shoghi Effendi). It runs through the whole chain, in two forms, both authoritative:

  • A Manifestation interpreting past scripture — itself a major category of revelation. The Kitáb-i-Íqán is largely Bahá’u’lláh’s authoritative reinterpretation of Qur’anic and Biblical scripture (the Day of Resurrection, the “return,” the “seal of the prophets”); Christ reinterprets the Torah (“but I say unto you”). The Manifestation’s reading supersedes the earlier tradition’s own.
  • A designated Interpreter interpreting the Manifestation’s revelation — Shoghi Effendi, being last, governs the reading of everything below — for interpretation, not station (Bahá’u’lláh’s Revelation is supreme as Revelation; interpreting it was the Guardian’s designated function).

This is why authority — and therefore the seed — runs top-down.

3. The seed: cumulative interpretive authority (the interpretive lexicon)

The conceptual track’s engine is the concept-level twin of the person seed + evidence-based reconciliation. For people we build a cumulative seed in authority order, then bind each mention to an entity by evidence, authority-weighted. Concepts work the same way, one level up. The cumulative artifact is an interpretive lexicon: an authority-ranked, cited map of symbol / concept → its authoritative interpretation(s).

Person pipeline Concept pipeline
a name mention a symbol/metaphor occurrence (a Biblical “cloud”)
fuzzy candidate entities candidate authoritative interpretations (from the lexicon)
evidence = place/era/role fit evidence = the passage’s context fit (eschatological? about recognizing a Prophet?)
authority-weighted binding (GPB > scholars) authority-weighted binding (later/higher interpretation governs)
proof span the cited interpretation (Íqán ¶X) + the occurrence (verse Y)

The lexicon is self-feeding. The higher texts don’t just sit above the chain — they are interpretation. The Íqán is a sustained authoritative interpretation of clouds, water, fire, resurrection, the “return.” So extracting concepts from the higher texts populates the lexicon; the lower texts then bind their symbols to it. The lexicon grows top-down and is spent bottom-up — exactly as the person seed grows as books are processed. This is why the seed order below is load-bearing: the lexicon must accumulate before the symbols that draw on it are extracted. Read the Bible first and the lexicon is empty — you get only the literal story.

4. The seed order (top-down by interpretive authority)

The order exists to build the lexicon correctly — highest authority first, so every lower layer resolves against the interpretation that governs it. Beyond this doctrinal spine, the histories and the other traditions at scale follow the same authority principle.

Shoghi Effendi → ’Abdu’l-Bahá → Bahá’u’lláh → the Báb → Shaykhí → Imáms → Qur’án → New Testament → Tanakh

1. Shoghi Effendi — the foundational tier. His own works, in this internal order, ALL before any translation:

  1. God Passes By — his only book: the comprehensive narrative + the person-seed + the concept skeleton (its breakdown of a work into specific cited assertions) + the work-rankings.
  2. The Dispensation of Bahá’u’lláh — his testament (in The World Order of Bahá’u’lláh): the ontology keystone — the Manifestation-vs-Interpreter distinction, the stations, the Covenant, the Administrative Order.
  3. The general lettersThe Advent of Divine Justice, The Promised Day Is Come, the rest of The World Order of Bahá’u’lláh, etc.
  4. All his other letters — the broader body of administrative + teaching guidance.
  5. His translations — the Íqán, Gleanings, the Hidden Words, Prayers and Meditations, the Dawn-Breakers, the Epistle to the Son of the Wolf… His renderings are authoritative interpretation in themselves (his word-choice fixes which sense a term carries) and carry the doctrinally most important passages — so they are the canonical English for the Manifestations’ works, before any secondary translation.

His letters (3–4) are, abstractly, interpretive applications of the three cornerstone charters he was given: teaching → the Tablets of the Divine Plan (’Abdu’l-Bahá); administration → the Will and Testament of ’Abdu’l-Bahá; the World Centre (to a lesser degree) → the Tablet of Carmel (Bahá’u’lláh).

2. ’Abdu’l-Bahá’s authoritative worksSome Answered Questions (authoritative for prophetic-symbol interpretation); the cornerstone charters his Guardianship rests on (the Will and Testament, the Tablets of the Divine Plan); tablets.

3. Bahá’u’lláh — the Kitáb-i-Íqán (the primary doctrinal work, per GPB’s ranking, and the single richest source of symbol interpretations), the Kitáb-i-Aqdas, the Tablet of Carmel, tablets — read in Shoghi Effendi’s translations where they exist.

4. The Báb — the Bayán, tablets. 5. Antecedents, backward — Shaykhí → Imáms → Qur’án → New Testament → Tanakh.

Extracting a concept from a lower layer before the layer above it is seeded = interpretively building on sand — the concept-level equivalent of extracting entities before disambiguation.

5. What the top of the chain provides

  • The Dispensation = the ontology (type system). It gives the structure the rest presupposes; every person/concept/work maps into it: the Báb, Bahá’u’lláh → Manifestation; ’Abdu’l-Bahá, Shoghi Effendi → Interpreter (only gettable from the Dispensation); concepts get their canonical meaning fixed at the top.
  • GPB = the concept skeleton, at cited-claim granularity. GPB breaking the Íqán into N specific assertions (not “the Íqán is about faith”) sets the bar: concepts live at the specificity of a cited doctrinal assertion. Each assertion becomes a cited claim linking a work → a concept → a specific teaching, proof-gated. The concepts are the entities; the assertions are the claims — the same claim-and-entity model, applied to concepts.

6. Binding the lower texts: concept reconciliation

The lexicon is spent here — the concept twin of person reconciliation. A symbol/metaphor occurrence in a lower text is bound to its authoritative meaning by evidence + authority, proof-gated.

Worked example — “clouds.” Extracting the Íqán yields a lexicon entry: “Bahá’u’lláh (Íqán ¶X) interprets ’the clouds of heaven’ = that which veils people from recognizing the Manifestation — the abrogation of former laws, human limitations, the denials of literalist clergy” (top authority, proof-gated). Much later, processing Matthew 24 (“the Son of Man coming on the clouds of heaven”), the extractor — lexicon in its cached prefix — recalls that interpretation, checks the context (eschatological, the advent of the awaited One — it fits), and binds the occurrence to the authoritative metaphorical meaning, cited both ways. The literal cloud is kept; the conceptual layer is added, attributed to Bahá’u’lláh — and the Biblical, Qur’anic, and Bahá’í occurrences of “the clouds” connect through one concept.

A concept accumulates an authority-ranked set of developments, radiating from the authoritative core (GPB’s characterization → the Íqán’s development → other tablets → secondary works → antecedents, each weighted by source authority; lower ones fill gaps and link, never override).

Interfaith linking — connect the analogous, not just the identical. Because this is an interfaith library, concept entities should reference their analogues across traditions even when the terminology is completely different — the Primal Will / the Logos / the First Intellect / the Breath of the Merciful; faná’ / dying to self; the living waters / the water of life. Two kinds of link serve this, and they are typed differently:

  • Authoritative bridges — an authority explicitly connects them (the Íqán is a reinterpretation of Qur’anic/Biblical concepts, so the Manifestations themselves draw most of these), proof-gated.
  • Analogical links — a family resemblance across traditions, marked similar/analogous, never asserting exact identity: the entities stay distinct, each keeping its own tradition’s meaning, but connected for discovery.

The payoff is the point of an interfaith library: a reader can query one concept across religions — ask about “the Word,” “grace,” or “the Covenant” and reach the corresponding concept in each tradition, in that tradition’s own terms. (English-canonical concept naming makes this query natural across the whole multilingual corpus.)

Original-language anchoring — the root is the concept’s true identity. The mirror of interfaith linking: one broad English word can collapse several distinct concepts. “Justice” spans insáf (انصاف — personal fair-mindedness, equity) through ‘adl (عدل — law and order, societal justice). The English gloss overlaps; the original-language root disambiguates and explains — so a concept’s true identity is its root, not its English label (exactly as a person’s identity is the Arabic-script name, not the romanization). Each concept entity therefore carries its root (Arabic/Persian), the authoritative rendering (the Guardian’s word-choice), and the spectrum of renderings used across the corpus, so an inquirer asking about “justice” is shown the spectrum and can reach insáf and ‘adl as distinct concepts.

The anchor cuts both ways — it does not only split an over-broad English word, it also decodes a rendering the English itself obscures. Two cases beyond “justice”: a word ambiguous in English“spirit,” “soul” each stand over several distinct originals (rúḥ, nafs, ján…), so the English alone can’t say which is meant; and a word archaic to the point of opacity“collyrium,” in “anointed … with the collyrium of the knowledge of God,” renders the perfectly plain kuḥl (kohl, the eye-salve). The reader stalls on the English while the original is clearer than the translation. Exposing the plain original behind the Guardian’s deliberately elevated English is therefore illuminating in its own right — not only for disambiguation. A term concordance of Shoghi Effendi’s major translations already exists (per-word root + his rendering + the spectrum) — an authoritative sampler: a quick query exposes the underlying original word when the rendering is his (the Guardian-translated tier we process first anyway). It doesn’t replace judgment — the original itself uses several words for “justice” flexibly, so context is still king — but it’s a fast, authoritative anchor where his rendering is known.

Guards (the concept-namesake discipline — same failure mode as person over-binding):

  • Context-fit, not surface-match. A weather “cloud,” or “a cloud of witnesses,” is NOT the eschatological “clouds.” Local evidence overrides.
  • Cited interpretation only. A lexicon entry must be a real, proof-backed interpretation from an actual authority — never AI-invented meaning.
  • Literal + metaphorical are distinct, attributed layers. Never overwrite the story; add the interpretive layer, labeled with its authority.
  • “Possible,” not forced — under-bind. The metaphor should have possible conceptual power: bind only when the evidence fits; leave un-bound when ambiguous.

7. Feeding disambiguation + HyPE

The same lexicon, sliced per work, is the concept-seed that flows into the earlier stages. The disambiguation context is the carrier per-paragraph HyPE reads; for doctrinal texts it must carry the running concept/argument development so a back-reference (“this Will,” “the aforementioned station”) resolves standing alone. So there are three levels of the same idea, each feeding the next:

Level Scope Role
carried context (disambiguation) within a work makes the passage interpretable; feeds HyPE
HyPE per paragraph retrieval — find passages by concept
concept entity + lexicon whole corpus the development itself, aggregated + authoritatively interpreted

Because the seed comes from GPB + the Dispensation + the Íqán, concepts resolve against the authoritative enumeration, not an AI guess.

8. Build status

Not yet built — a deliberate separate effort. Prerequisite: the Guardian’s works (in the §4 internal order) must be in the corpus and seeded, since they head the chain. Components, in authority order:

  1. the interpretive-lexicon seed — cumulative, authority-ranked, cited (the concept twin of the person seed);
  2. the concept-carrying disambiguation variant (carries the running argument + the lexicon);
  3. concept extraction — concept entities + interpretation-claims (this populates the lexicon from the higher texts);
  4. concept reconciliation — evidence-based, authority-weighted binding of symbol-occurrences to lexicon interpretations, proof-gated, literal + metaphorical kept as separate layers (the concept twin of person reconciliation).