Deep Memory/ Investigation 04 · V2
Deep Memory · investigation 04 · version 2

The civilisers, in their own words

They teach, travel, transform the world—and sometimes leave over water. What happens when we put the stories back into their sources?

Status New source-audit pilot · V2Published September 2026Version 1: the AI lineups →
01

The resemblance is real. Its shape matters.

Which work is new? This is V2: the source-audit pilot, not a new run of the original similarity experiment. It assembles 29 passages for inspection. A stronger comparison study is proposed below; it has not been run.

A figure who brings knowledge and disappears over the sea is a compelling story. But a visitor from the sea, a creator who leaves by sea and a being who returns there every night are three different stories.

The first experiment found that AI judges often preferred the proposed civiliser pairs to the decoys provided. It did not establish how rare those parallels are among other teaching figures, or where they came from. Here the unit is a passage, not an AI-compressed biography.

29 passages · 10 source records · 10 figure entries
A deliberately selected reading set, not independent trials or a worldwide sample.

Knowledge, then a remarkable departure: a parallel survives.

Sahagún's account attributes crafts to Quetzalcoatl and ends his journey with a raft made of serpents. Sarmiento's Viracocha instructs people, then walks over the sea with two servants. Instruction followed by an extraordinary sea departure is a genuine correspondence in these accounts—even though the teaching, companions and means of travel differ.

The sea belongs at different ends of the story.

Oannes explicitly emerges from the sea and returns there at night. Quetzalcoatl and Viracocha leave over it in the inspected endings. Piedrahíta's Bochica dies at Sogamoso and ascends to heaven; the road associated with his coming is inland. A single label, “came from the sea,” would erase much of what we need to explain.

A future messenger is not quite a promise to return.

Sarmiento's Viracocha promises messengers. The closing Quetzalcoatl paragraph inspected here gives no personal return promise; that is a statement about this paragraph, not every Quetzalcoatl tradition. Brinton's 1882 comparative introduction does make future reappearance part of its general hero formula. This gives us a later synthesis to trace—not a date when the belief was invented.

The best comparisons also bring knowledge.

Prometheus claims writing, numbers, buildings, ships, medicine and more: a substantial alternative comparison for Oannes' catalogue of arts. In the Sumerian story of Inana and Enki, crafts travel between cities as divine powers loaded onto a boat. That is not direct teaching by a sea visitor, but it is an informative local analogue. Neither is assumed to be historically unrelated.

The chroniclers were already looking for a connected world.

Sarmiento frames American origins through Atlantis and Mesopotamia. Piedrahíta proposes Saint Bartholomew as an explanation for Bochica. These interpretations belong to the recording authors, not automatically to the people whose traditions they report. Their presence makes source history essential; it does not show that all the underlying stories were invented.

A summary can quietly combine the teachers, too.

In the inspected Garcilaso excerpt, Manco Cápac is associated with cultivation and waterworks, while Mama Ocllo teaches textile work. Compressing their contribution into one male civiliser would manufacture a broader individual curriculum. Keeping the actors separate preserves a richer story as well as a fairer comparison.

02

The claims, side by side

Read the wording as well as the status. “Not mentioned” means not in the passages inspected, not absent from an entire tradition. “Contradicted” marks a different ending in that account. “Uncertain” keeps ambiguous or only partly matching evidence visible.

Four named comparisons come first; other teaching figures and local analogues follow. Their coverage is uneven. This is a reading aid, not a leaderboard.

What the inspected accounts say. A blank in the historical record is not a negative result.
Figure Arrives from the sea? Named skills / institutions Sea departure? Promises own return?
Viracocha
Named comparison
Creator before the flood; later goes to Titicaca.
not mentioned
V1 · V2
General instruction; this passage does not list the same specific crafts.
uncertain
V3
Walks over the sea with two servants.
present
V3
Promises future messengers, not his own return.
not mentioned
V4
Quetzalcoatl
Named comparison
The inspected episodes start with him already in Tollan.
not mentioned
Q1
Stone-working, metalworking and other crafts.
present
Q1 · Q4
Sails away on a raft of serpents.
present
Q3
No personal return promise in the closing departure paragraph.
not mentioned
Q3
Bochica
Named comparison
An inland road from the plains; sea origin is not stated.
not mentioned
B3
Preaching is reported; weaving needs an earlier witness.
uncertain
B1 · B3
This ending is death and ascent to heaven, not sailing away.
contradicted
B3
Succession is reported, not a personal return promise.
not mentioned
B3
Oannes
Named comparison
A fish-bodied being emerges from the sea.
present
O1
Writing, buildings, laws, measurement and food gathering.
present
O2
Returns to the sea each night; not a final leave-taking.
present
O3
Daily recurrence, not an explicit future-return promise.
not mentioned
O3
Prometheus
Role comparator
No sea arrival in the inspected speeches.
not mentioned
P1 · P2
Writing, number, buildings, medicine and other arts.
present
P1 · P2
The speaker is suffering, not describing a sea departure.
not mentioned
P1
Not in these inspected speeches.
not mentioned
P1 · P2
Demeter
Role comparator
Not covered by these selected teaching and departure passages.
not mentioned
D1 · D2
Ritual mysteries; growth restored after famine.
present
D1
Leaves for Olympus, not over the sea, in this ending.
contradicted
D2
Not in this closing passage.
not mentioned
D2
Fuxi
Role comparator
A ruler in a succession account.
not mentioned
F1
Nets for fishing and hunting; trigrams.
present
F1
Dies and is succeeded; no sea departure in this sequence.
contradicted
F1 · S1
Not in the inspected paragraphs.
not mentioned
F1 · S1
Shennong
Role comparator
Succeeds Fuxi; no sea arrival is stated.
not mentioned
S1
Cultivation and markets.
present
S1
Dies and is succeeded in this account.
contradicted
S1
Not in the inspected paragraphs.
not mentioned
S1
Inana
Local analogue
Boat journey between Eridug and Unug; not stated as arrival from the sea.
uncertain
I2
Receives and transports crafts as divine powers; direct teaching is different.
uncertain
I1 · I2
Leaves a city by boat; this is not a final departure from humanity.
uncertain
I2
No such promise in these selected episodes.
not mentioned
I2
Manco Cápac & Mama Ocllo
Local analogue
Sent by the Sun and placed at Titicaca.
not mentioned
M1
Cultivation and waterworks; textiles attributed to Mama Ocllo.
present
M2
No final departure in the inspected excerpts.
not mentioned
M1 · M2
Not in the inspected excerpts.
not mentioned
M1 · M2

On a narrow screen, scroll the table sideways. Follow any passage ID to its source-linked record below.

03

Read it for yourself

Short excerpts are followed by this project's paraphrase and a qualification. The edition, chapter, page or line is linked so you can read beyond the selection. The longer English explanations of Spanish passages are paraphrases, not published translations.

Viracocha · V1

A creator who also destroys

“a general flood”

Viracocha precedes creation and destroys a disobedient population; the text then recounts differing survival stories.

This account does not begin with an ordinary visitor arriving from overseas.

Sarmiento, 1572 / Markham, 1907 · Chapter VI, initial creation and flood
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Viracocha · V2

The lake is a destination in this version

“went, with his servants”

After the flood, Viracocha goes with servants to Titicaca and creates the luminaries.

Do not turn a journey to a lake into emergence from it; other versions need separate records.

Sarmiento, 1572 / Markham, 1907 · Chapter VII, opening paragraphs
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Viracocha · V3

Instruction followed by a sea departure

“travelling over the water”

He instructs people, reaches the coast, and departs over the water with two servants.

The passage describes general instruction, not Oannes' same named curriculum.

Sarmiento, 1572 / Markham, 1907 · Chapter VII, final Viracocha episode
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Viracocha · V4

Messengers, rather than his own return

“he would send his messengers”

He warns against false claimants and says future messengers will protect and teach.

That is a future-contact motif; it is not an explicit promise to return personally.

Sarmiento, 1572 / Markham, 1907 · Chapter VII, speech before departure
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Viracocha · V5

The chronicler's Atlantis framework

“primeval Mesopotamians and Chaldæans”

Sarmiento himself connects American origins to Atlantis and Mesopotamia.

This is the author's framework, not an Indigenous quotation and not proof that he invented each reported detail.

Sarmiento, 1572 / Markham, 1907 · Chapter V, concluding discussion of American origins
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Quetzalcoatl · Q1

The arts are explicitly attributed to him

“estas artes todas hovieron origen”

Stone-working and metalworking among Quetzalcoatl's followers are traced to him.

An explicit origin-of-crafts claim survives; it is not merely an inference from a prosperous reign.

Sahagún, Book III · Book III, chapter III; PDF p. 148
Short source excerpt; explanation is this project's paraphrase. PDF page visually checked; English explanation is a project paraphrase.

Quetzalcoatl · Q2

Prosperity is not itself a teaching episode

“el maíz era abundantíssimo”

The description celebrates plentiful maize and naturally coloured cotton.

Abundant crops alone do not state that the figure introduced agriculture.

Sahagún, Book III · Book III, chapter III; PDF pp. 148–149
Short source excerpt; explanation is this project's paraphrase. PDF page visually checked; English explanation is a project paraphrase.

Quetzalcoatl · Q3

A departure with its own unusual vehicle

“una balsa hecha de culebras”

At the coast, Quetzalcoatl has a serpent raft made and sails away.

This is departure by sea. No personal return promise appears in this closing paragraph.

Sahagún, Book III · Book III, chapter XIV, final paragraph; PDF p. 157
Short source excerpt; explanation is this project's paraphrase. PDF page visually checked; English explanation is a project paraphrase.

Quetzalcoatl · Q4

The arts stay behind

“dexad todas las artes mecánicas”

Opponents demand that he leave metal, stone, wood, painting and featherwork skills behind.

Read within his flight from Tollan, not as arrival after a worldwide flood.

Sahagún, Book III · Book III, chapter XIII; PDF pp. 155–156
Short source excerpt; explanation is this project's paraphrase. PDF text inspected; English explanation is a project paraphrase.

Quetzalcoatl · R1

A later author builds a shared outline

“the useful arts”

Brinton assembles an outline of a teaching figure who leaves after establishing human institutions.

This is a comparative synthesis; it cannot verify every trait for each named figure.

Brinton, 1882 · Chapter I, introductory outline of the hero-god
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Quetzalcoatl · R2

Return becomes part of the general formula

“awaiting the appointed time”

Brinton's generalised hero comes from the east and awaits a future reappearance.

A useful witness to nineteenth-century comparison, not an additional early Quetzalcoatl account.

Brinton, 1882 · Chapter I, paragraph after the introductory outline
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Bochica · B1

One stranger, or several?

“vn hombre estrangero”

The chronicler reports one stranger with three names, but notes a version with three preachers.

Do not silently collapse the variant figures into one individual.

Piedrahíta, 1688 · Book I, chapter III, printed p. 17 (PDF p. 43)
Short source excerpt; explanation is this project's paraphrase. Original printed page visually checked. Long-s normalised to s; English explanation is a project paraphrase.

Bochica · B2

A staff opens a route for floodwater

“abrió camino a las aguas”

Bochica drains the flooded plain by opening a mountain with his staff; Huytháca is implicated in the flood.

This is flood relief, not arrival as a survivor. Other versions may assign the flood differently.

Piedrahíta, 1688 · Book I, chapter III, printed p. 18 (PDF p. 44)
Short source excerpt; explanation is this project's paraphrase. Original printed page visually checked. Long-s normalised to s; English explanation is a project paraphrase.

Bochica · B3

Death, ascent and an inland route

“murió en Sogamoso”

Bochica dies at Sogamoso and is taken to heaven; an inland road is associated with his coming.

The account also reports teaching and succession. It does not supply the same sea-departure episode.

Piedrahíta, 1688 · Book I, chapter III, printed p. 19 (PDF p. 45)
Short source excerpt; explanation is this project's paraphrase. Original printed page visually checked. Long-s normalised to s; English explanation is a project paraphrase.

Bochica · B4

The chronicler identifies an apostle

“a San Bartolomé”

Piedrahíta proposes Saint Bartholomew as the explanation for Bochica.

The apostolic identification is the author's argument, not an unmediated Indigenous statement.

Piedrahíta, 1688 · Book I, chapter III, printed p. 19 (PDF p. 45)
Short source excerpt; explanation is this project's paraphrase. Original printed page visually checked. Long-s normalised to s; English explanation is a project paraphrase.

Oannes · O1

An explicit emergence from the sea

“emerged from the Red Sea”

Oannes enters from the sea with a fish body, a human head and human feet.

The translation's sea name is retained rather than silently modernised to a precise coastline.

Berossus via Eusebius · Book I, [4], Oannes paragraph
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Oannes · O2

Named skills, not just wise rule

“letters and the techniques”

The passage lists writing, building cities and temples, laws, measurement and gathering seeds and fruit.

A catalogue of arts is explicit. It is not a dated record of their historical introduction.

Berossus via Eusebius · Book I, [4], instruction paragraph
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Oannes · O3

A nightly return

“when the sun went down”

Oannes spends daylight with people and returns to the sea overnight.

This is a recurring routine, not a final departure or a promise of a distant future return.

Berossus via Eusebius · Book I, [4], sunset paragraph
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Oannes · O4

The flood belongs later in the chronology

“during which time the great Flood occurred”

The flood is assigned to Xisuthrus after the earlier kings and teaching beings.

Oannes is not introduced here as a survivor arriving after that flood.

Berossus via Eusebius · Book I, [6]–[7], Xisuthrus account
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Prometheus · P1

A surprisingly extensive curriculum

“the combining of letters”

Prometheus claims buildings, seasonal knowledge, writing, number, animal harnessing and ships.

Specific technical instruction is not confined to the four named civilisers.

Prometheus Bound / Smyth, 1926 · Lines 436–471
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Prometheus · P2

The wider package includes medicine

“mix soothing remedies”

The speech adds medicine, divination and metals, then credits Prometheus with every human art.

A broad arts list can overlap Oannes without establishing either independence or a shared ancestor.

Prometheus Bound / Smyth, 1926 · Lines 477–506
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Demeter · D1

Instruction after a crisis

“taught them all her mysteries”

Demeter causes crop failure; later she restores growth and teaches ritual mysteries.

Here the crisis is famine, not flood, and the named instruction is ritual.

Hymn to Demeter / Evelyn-White, 1914 · Hymn II, lines 301–313 and 470–482
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Demeter · D2

Departure to Olympus

“they went to Olympus”

Following the instruction, the goddesses leave for Olympus.

Teacher, crisis and departure can form a loose parallel while the particular events differ.

Hymn to Demeter / Evelyn-White, 1914 · Hymn II, lines 483–489
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Shennong · S1

Ploughs and markets

“ploughing and weeding”

Shennong succeeds Fuxi, teaches cultivation and establishes markets; later rulers follow his death.

Same source family as Fuxi. The succession should not be turned into a mysterious disappearance.

Great Treatise / Legge, 1882 · Appendix III, section II, chapter II, §§13–15; pp. 383–384
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Inana · I1

A cargo of cultural powers

“the craft of the scribe”

Inana receives a list of crafts, including carpentry, metalwork, scribal work and building.

Receiving or transporting powers is not identical to personally teaching each craft.

ETCSL 1.3.1 · Segment D, lines 10–13
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Inana · I2

A boat, a dispute, a city

“the Boat of Heaven”

Inana takes the powers by boat toward Unug; Enki's attempts to retrieve them form the journey's conflict.

This is a named inter-city transfer, not evidence of an overseas visitor to an unknown people.

ETCSL 1.3.1 · Segment F, lines 1–13; segment H, lines 218–248
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Manco Cápac & Mama Ocllo · M1

A lake, two envoys and a golden object

“a little wedge of Gold”

The Sun sends a son and daughter, places them at Titicaca and gives a gold object to locate their settlement.

A local Andean comparator; the lake and paired founders should not be silently merged with Viracocha.

Garcilaso / Rycaut, 1688 · Book I, chapter VII in the linked Rycaut excerpts
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

Manco Cápac & Mama Ocllo · M2

The instruction is divided between figures

“spinning and weaving”

Manco teaches cultivation and waterworks; Mama Ocllo is credited with textile instruction.

A compressed biography can wrongly assign all skills to one male civiliser.

Garcilaso / Rycaut, 1688 · Book I, chapter XII in the linked Rycaut excerpts
Short source excerpt; explanation is this project's paraphrase. Linked edition text inspected, September 2026.

04

The witnesses behind the words

The age of a surviving record, the date of its modern edition and the unknown age of a tradition are different things. A chain of translations is also not a series of independent confirmations. These records keep those distinctions visible.

berossus · Mediated ancient account

Eusebius, Chronicle, Book I: Berossus fragments

Composition / record
Berossus wrote in the early third century BCE; Eusebius compiled his Chronicle in the fourth century CE. Neither date is a date for Oannes' supposed life.
Witness and edition inspected
Robert Bedrosian's 2008 English translation of the Armenian version; sections [4]–[7] inspected.
Source family / mediation
Berossus → excerpting authors including Alexander Polyhistor → Eusebius → Armenian transmission → English. These are links in a chain, not independent confirmations.
Still to check
Compare Greek fragments and specialist editions; do not treat the complete original Babyloniaca as surviving.
sarmiento · Colonial account

Pedro Sarmiento de Gamboa, History of the Incas

Composition / record
1572 account, commissioned in the administration of Viceroy Toledo.
Witness and edition inspected
Clements R. Markham's 1907 English translation, in the Project Gutenberg transcription; chapters V–VII inspected.
Source family / mediation
An account recorded under colonial rule, with the author's own biblical and classical interpretation. Markham's footnotes are kept separate from Sarmiento's narrative.
Still to check
Check against the Spanish manuscript and earlier Betanzos and Cieza accounts; this is an inspected witness, not a claim of earliest attestation.
sahagun · Colonial collaborative account

Sahagún and Nahua collaborators, Historia general, Book III

Composition / record
Sixteenth-century compilation; the Florentine Codex was completed in 1577.
Witness and edition inspected
Spanish transcription in the linked PDF. Chapters III, IV and XII–XIV inspected; the transcription's edition provenance is not supplied clearly enough to assign an edition year.
Source family / mediation
Nahua knowledge recorded through a Franciscan project. This audit reads Spanish, not an independent Nahuatl translation. English explanations are project paraphrases.
Still to check
Collate the transcription with the Getty Digital Florentine Codex and the Nahuatl column. Consult the Anales de Cuauhtitlan as a separate version.
piedrahita · Colonial account

Lucas Fernández de Piedrahíta, Historia general de las conquistas del Nuevo Reyno de Granada

Composition / record
Published 1688; this is not a pre-contact record.
Witness and edition inspected
Digitised 1688 edition, Book I, chapter III, printed pp. 17–19 (PDF pp. 43–45).
Source family / mediation
A colonial chronicler reports traditions and supplies Christian comparisons. His report and his explanation must not become one unmarked narrative.
Still to check
Follow the account back into Pedro Simón and other earlier witnesses. Weaving and more specific directional claims require those passages, not a modern summary.
prometheus · Ancient literary account

Prometheus Bound, traditionally attributed to Aeschylus

Composition / record
Classical Greek drama; authorship and exact dating are not resolved by this audit.
Witness and edition inspected
Herbert Weir Smyth's English translation, 1926, as transcribed by Theoi; lines 228–256 and 436–506 inspected.
Source family / mediation
A literary speech about the origins of arts, not a first-person historical record. Included as a role comparator, not proof of an unrelated invention.
Still to check
Compare other Prometheus versions and more closely matched genres.
demeter · Ancient literary account

Homeric Hymn to Demeter

Composition / record
Archaic Greek hymn; the collection's dating is approximate and this audit does not date the oral tradition.
Witness and edition inspected
H. G. Evelyn-White, 1914; lines 250–313 and 470–489 inspected.
Source family / mediation
Anonymous hymn in English translation. A Greek comparator alongside Prometheus, not an independent statistical draw.
Still to check
Ritual teaching is explicit; do not substitute a different story about the invention of agriculture.
changes · Received textual tradition

Book of Changes, Great Treatise, second section

Composition / record
The received commentary's composition and manuscript history have not been dated in this audit. It is not a contemporary record of the legendary sovereigns.
Witness and edition inspected
James Legge's translation, The Yî King (1882), Appendix III, section II, chapter II, paragraphs 11–15, pp. 382–384.
Source family / mediation
Fuxi and Shennong are two figures in the same textual sequence. They count as one source family, not two independent witnesses.
Still to check
Collate the received Chinese text and early manuscripts; retain the distinction between commentary and the core divination text.
inana · Composite scholarly edition

Inana and Enki

Composition / record
Sumerian literary tradition; exact composition and individual tablet dates are outside this initial audit.
Witness and edition inspected
Oxford Electronic Text Corpus of Sumerian Literature, translation 1.3.1; segments D, F and H inspected.
Source family / mediation
A scholarly reconstruction with gaps and variant witnesses explicitly marked. A Mesopotamian local analogue to the cultural-arts theme, not an unrelated control.
Still to check
Consult the individual tablets and bibliography before making chronological or textual-independence claims.
garcilaso · Colonial account

Garcilaso de la Vega, Royal Commentaries: Manco Cápac and Mama Ocllo

Composition / record
Royal Commentaries, part I, first published 1609.
Witness and edition inspected
Excerpts from Paul Rycaut's 1688 translation, edited by Jared Aragona; Book I, chapters VII and XII in this edition's numbering.
Source family / mediation
Garcilaso's account → Rycaut → edited teaching excerpt. An Andean local comparator; not independent of all traditions associated with Viracocha.
Still to check
Compare the complete Spanish edition and other origin accounts. The excerpt is shorter and differently selected than the main cases.
brinton · Later comparative retelling

Daniel G. Brinton, American Hero-Myths

Composition / record
Published 1882.
Witness and edition inspected
Project Gutenberg transcription, introductory chapter's outline of the culture-hero narrative.
Source family / mediation
A comparative author's generalisation across traditions. Not an additional Indigenous witness or proof that each named figure has every listed trait.
Still to check
Trace each component through Brinton's cited sources; this audit does not establish when the generalised formula first appeared.
05

What this can—and cannot—tell us

This is an exploratory audit, not a rarity test. The figures and passages were deliberately selected after seeing the original result. There is no worldwide sampling frame, no blinding, no independent specialist validation and no probability estimate. Ten source records do not mean ten independent traditions.

It is not yet a complete source genealogy. These are early accessible witnesses, not a claim to have found the earliest attestation of every detail. Earlier Andean and Colombian accounts, a Nahuatl comparison, alternative Quetzalcoatl versions and specialist editions of the Berossus fragments remain important gaps.

The sources are uneven. A drama, a colonial chronicle and a reconstructed Sumerian composition have different purposes. Some figures receive more reading than others. A detail missing from a short excerpt is especially weak negative evidence. Later records allow influence; their date alone does not demonstrate borrowing.

The positive result is a clearer comparison. Some specific parallels survive. Others separate into different events or different actors. We can now point to the passages that a proposed explanation must account for. We cannot use this set to establish a lost civilisation, exclude deep inheritance, or choose between transmission and independent invention.

A stronger redo: find the best competing matches

Proposed, not run. Ask whether these figures share a more distinctive story than other teachers and founders in a defined collection. Begin with the four named targets and roughly 20–30 plausible comparators, with comparable source coverage. The final collection, rubric and stopping rule still need to be fixed.

  1. Build source packets. Read complete relevant episodes, keep variants separate and record how much was inspected for every figure.
  2. Compare relationships as well as details. Preserve actors and event order while allowing a broader narrative parallel to survive literal differences. Require passage support on both sides.
  3. Show the strongest alternatives. Compare each target with every eligible candidate and publish its best matches, their differences and independent readers' disagreements.
  4. Check what survives. Try alternative source versions and set generic teaching/travel aside. Test the reading method on known paraphrases and clearly labelled artificial contrasts before trusting its rankings.

The first result should be an inspectable atlas of the best matches, with ranks limited to the actual collection—not a probability of a lost civilisation. Source-family dependence, uneven coverage and the AI's prior knowledge remain limitations. Read the proposed protocol and unresolved choices →