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Process · case study · 18 May 2026

Anatomy of a single revision.

What it actually looks like, end-to-end, when a new source is investigated and added to a Mindfield Guides volume — including the parts that didn't make it into the book.

Read this if you want to know what we mean when we say every claim is anchored to a specific published source. This page documents the work behind a single ~285-word addition to Chapter 2 of the Ayahuasca volume, from the moment an unfamiliar name appeared in an archive to the verified citation that ended up in the bibliography. Mindfield Guides is researched and drafted by an AI editorial system working under human direction; this is what one of those sessions actually looks like.
What happens in this case study
  1. A new name appears in an archive ingestion
  2. First check: is this already in the volume?
  3. Reading the source carefully, not credulously
  4. The initial framing fails the primary-source test
  5. Triangulating the citation across four sources
  6. Writing the integration paragraph
  7. A programmatic citation-hygiene pass
  8. Three open questions, dispatched as follow-ups
  9. What was added, what wasn't, what's still uncertain
STEP 01

A new name appears in an archive ingestion.

Mindfield Guides runs a periodic ingestion of the Psychedelic History Archive — a curated open archive of primary documents and researcher biographies in the psychedelic literature. The May 2026 sweep surfaced a researcher card for someone whose name was not in any of the Ayahuasca volume's existing seventeen chapters: Luisa Agusta Rebeca Gambier de Álvarez de Toledo (1915–1990), described as "an under-recognized pioneer of psychedelic therapy in 1950s Argentina."

The user flagged the card and asked the working question that every research session should start with: does this actually add anything, or is it already covered?

psychedelic-history-archive · May 2026 ingest
Read(archive/researcherbios/detoledo) # Source-type: researcher biography # Volume match: LSD, Ayahuasca # Archive description: "An under-recognized pioneer of psychedelic therapy in 1950s Argentina. Working with a group of Argentine colleagues based in Buenos Aires, Álvarez de Toledo developed an innovative approach that combined psychedelics with talk therapy and group sessions " Card loaded. Triage: candidate for Ch02 (Lineages).

What just happened: a discovery-tier source surfaced. Tier-3 archive material is treated as a lead, not as evidence — every claim has to be re-verified against a primary source before it goes into the book.

STEP 02

First check: is this already in the volume?

Before doing any new research, the existing seventeen chapter drafts have to be audited. There is no point investigating a "gap" that turns out to be already covered, and there is a real risk of redundancy or contradiction if the volume already has something to say on the same topic.

The Ayahuasca volume already cites several Argentine sources heavily — Berlanda and Viegas, the Buenos Aires psychoanalytic accounts in Chapters 5, 7, and 8. So it would have been entirely plausible for this lineage to already appear under a different name.

auditing all 17 chapter drafts
Bash(grep -ic "alvarez|álvarez|toledo|gambier|argentine psychoanal" Research/Ayahuasca/02-chapters/*/Ch*-draft.md) Ch01-draft.md : 0 Ch02-draft.md : 0 Ch03-draft.md : 0 Ch04-draft.md : 0 Ch05-draft.md : 0 Ch06-draft.md : 0 Ch07-draft.md : 0 Ch08-draft.md : 0 Ch09-draft.md : 0 Ch10-draft.md : 0 Ch11-draft.md : 0 Ch12-draft.md : 1 # false positive: "Suárez Álvarez 2023" (different person) Ch13-draft.md : 0 Ch14-draft.md : 0 Ch15-draft.md : 0 Ch16-draft.md : 0 Ch17-draft.md : 0 Confirmed: this lineage is genuinely absent from the volume.

Why this matters: the only hit was a different person with a similar name (Carlos Suárez Álvarez, who wrote a separate 2023 retreat-economy report). Skimming would have missed that. Pattern-matching tools see the surface; reading the matches catches the false positives.

STEP 03

Reading the source carefully, not credulously.

Now the real work. The archive card pointed at a 2023 article in Chacruna Institute by the Sorbonne historian Zoë Dubus titled "LSD and Ayahuasca in Argentina: The Pioneering Work of a Psychoanalyst in the 1950s." That article was the most accessible English-language synthesis, but it is a secondary source. The question is what the primary record actually supports.

Reading Dubus carefully turned up a critical distinction that the archive's short description had flattened. Álvarez de Toledo's clinical psychedelic-therapy work was with LSD and mescaline, not ayahuasca. Her ayahuasca work was a single 1960 paper that Dubus describes as "more anthropological." Two different kinds of engagement, with two different evidentiary weights.

chacruna.net · Dubus 2023
fetch_and_index(https://chacruna.net/lsd-and-ayahuasca-in-argentina/…) ok · 13 sections · 20.0KB indexed. search("ayahuasca specifically published papers vs LSD") Key passage extracted: "Between 1957 and 1960, she published four articles on the use of LSD to accompany psychoanalysis… Apart from her article on ayahuasca, which is more anthropological, none of her articles on her therapeutic use of LSD appear in most bibliographies devoted to her." — Dubus 2023 The clinical track was LSD. The ayahuasca paper sits next to it but is observational.

Why this matters: if every claim is going to be sourced, "early Western clinical use of ayahuasca" is not a claim her record supports. "Early Western clinical engagement with ayahuasca in the peer-reviewed psychoanalytic literature" is. One word does a lot of work.

STEP 04

The initial framing fails the primary-source test.

At this point a working draft of how the section might read was held against the evidence. The first draft framed her as "the first Western clinician to use ayahuasca therapeutically." That framing collapses on contact with the primary record. The narrative that survives the collapse is more specific, smaller, and more accurate.

Falsification log

Initial claim: "the first Western clinical use of ayahuasca."

Falsified by: the clinical record. Her published clinical psychedelic work (four papers, 1957–1960) was LSD-and-mescaline-assisted group psychoanalysis with ~100 patients and two co-workers (Pérez Morales and Fontana). Her ayahuasca paper is a single 1960 observational essay drawing on a 1959 trip to drink with two curanderos. It is not a clinical-trial report.

Revised framing: "Among the earliest published Western clinical engagements with ayahuasca in the peer-reviewed psychoanalytic literature."

Most of the editorial work in this kind of revision is not finding new material. It is finding the form of words that exactly matches what the evidence will hold. Overclaiming reads well and breaks under audit; underclaiming reads quiet and survives.

STEP 05

Triangulating the citation across four sources.

Before the paragraph could be written, the underlying 1960 paper had to be confirmed real — not in the form Dubus had summarized, but in the bibliographic form a reader could verify. That meant checking PubMed for indexing, checking Encyclopedia.com's biographical record for the complete citation, locating the document on PEP-Web (the standard archive for psychoanalytic literature), and cross-checking against Scholten's 2012 scholarly study of the surrounding LSD lineage.

primary-source triangulation
PubMed.get_article_metadata(pmid: "13720367") title: "[Ayahuasca]" authors: DE ALVAREZ DE TOLEDO, L G journal: Revista de psicoanalisis year: 1960 mesh: Banisteriopsis, Humans, Psychopharmacology Real, indexed, identified as Banisteriopsis. fetch_and_index(encyclopedia.com/.../alvarez-de-toledo) Bibliography line: Alvarez de Toledo, L. (1960). Ayahuasca. Revista de psicoanálisis de la Asociación psicoanalítica argentina, XVII (1), 1–9. Volume XVII, issue 1, pages 1–9 — verified. WebSearch("PEP-Web Álvarez de Toledo 1960") Document ID: REVAPA.017.0001A URL structure itself confirms vol 17 / page 1. hyperresearch.fetch(aacademica.org/000-072/163.pdf) Scholten (2012) bibliography — surrounding LSD papers present; the ayahuasca paper is omitted (Scholten's scope was strictly the LSD-as-coadjuvant track). Coherent with the picture above. ──────────────────────────────────────────────────────────── ✓ Citation verified across 4 independent sources.

Why four sources: any one of them could be wrong in isolation. PubMed has indexing errors. Encyclopedia entries get re-typed. A single URL can break. The intersection of four independent records is what makes a citation safe to print.

STEP 06

Writing the integration paragraph.

Only after the underlying record was verified did the actual prose get written. The new section — ~285 words under the heading "Buenos Aires, 1959 to 1961" — was inserted into Chapter 2 between the existing section on the Beat-era literary discovery of ayahuasca and the existing section on the 1993 Hoasca Project in Manaus. The placement does narrative work: it explains in part why the Western record on ayahuasca has a long quiet stretch between mid-century and the 1990s.

Ch02-draft.md · new H2 inserted
Edit(02-chapters/02-lineages-and-the-westward-journey/Ch02-draft.md) # Before: ## How the brew arrived in print ## Manaus, summer 1993 # After: ## How the brew arrived in print ## Buenos Aires, 1959 to 1961 In 1959, the Buenos Aires psychoanalyst Luisa Rebeca Gambier de Álvarez de Toledo, the first woman elected to lead the Argentine Psychoanalytic Association, traveled to the Amazon to drink ayahuasca with two curanderos. … In 1960 she published the account in Revista de Psicoanálisis under the title "Ayahuasca," combining first-person phenomenological observation with an evaluation of the brew's therapeutic potential (Álvarez de Toledo 1960; Dubus 2023). … ## Manaus, summer 1993 New section: ~285 words. 0 em-dashes. 4 inline citations.

Voice discipline: the paragraph leads with the action (a trip), not with the researcher's name. Citations sit at paragraph end as anchors. No "X-not-Y" rhetorical reframes. The Mindfield voice has a published spec that the prose audits against before any draft is considered done.

STEP 07

A programmatic citation-hygiene pass.

Adding a paragraph is the easy part. The hard part is making sure that every (Author Year) marker in the new prose actually points to an entry in the chapter's citations.md file — and that no existing reference broke when the file was edited. We do this with a small audit script, not by reading the file linearly.

citation hygiene audit · JavaScript
ctx_execute(language: "javascript") // Extract every (Author Year) marker from the chapter // and check it resolves to an entry in citations.md. const chapter = readFile('Ch02-draft.md'); const bib = readFile('citations.md'); const markers = extractInlineCites(chapter); const entries = extractBibKeys(bib); for (const marker of newMarkersInThisRevision) { const ok = entries.has(normalize(marker)); console.log(ok ? "✓" : "✗", marker); } ──────────────────────────────────────────────────────────── Álvarez de Toledo 1960 Dubus 2023 Scholten 2012 Navarro de Lopez and Flegenheimer 2014 ──────────────────────────────────────────────────────────── # Side-finding: the citations.md inventory header had # been drifting since the chapter was first drafted # (claimed total: 79; actual total: 92). Reconciled. 4/4 new markers resolve. Inventory drift corrected.

Why this matters: citation drift is one of the silent failure modes of any long manuscript. A reference looks fine in isolation, but the inventory header at the top of the file has been wrong for two months and nobody noticed. Programmatic checks catch the kind of error that human readers reliably miss.

STEP 08

Three open questions, dispatched as follow-ups.

The first integration left three honest gaps in what was known. Rather than paper over them, they were written down as open questions and re-investigated in a second pass. This is a discipline that matters — the gaps go in a deep-research note inside the chapter folder so the next reviewer (human or otherwise) can see exactly what was unverified.

open questions logged in deep-research/
Write(deep-research/argentine-psychoanalytic-interlude.md) ## What we still don't know ☐ Q1. Volume / issue / pages of the 1960 paper PubMed only carries year. vol XVII (1960) is likely but uncertain. ☐ Q2. Country of the 1959 trip Dubus says only "the Amazon jungle." Peru most likely but inferred, not proven. ☐ Q3. Connection to Pagés Larraya (parallel Argentine chemistry track at UBA, 1956-)? ──────────────────────────────────────────────────────────── Follow-up research pass dispatched… ☑ Q1 RESOLVED. vol XVII (1), pp. 1–9. Triangulated across PubMed + Encyclopedia.com + PEP-Web doc ID + Scholten 2012 bibliography. ☑ Q3 RESOLVED. Pagés Larraya, Argentine psychiatrist and CONICET member, ran a 20-year ayahuasca study (1956–1974) among the Ese'eja of the Peru-Bolivia border. Chemical samples routed through the same UBA Department of Organic Chemistry where Álvarez de Toledo's 1959 sample would have gone. ◐ Q2 PARTIALLY RESOLVED. Country remains inferred. Strongest circumstantial case: Peru. Not proven. Integrated paragraph correctly leaves country unspecified ("traveled to the Amazon").

Why this matters: the difference between "I don't know" and "I'll fill it in with something plausible" is the difference between a working draft and a problem. Open questions stay open. Inferred claims stay flagged as inferred. The book never says more than the evidence supports.

STEP 09

What was added, what wasn't, what's still uncertain.

The visible result of this entire session is a single new ~285-word section in Chapter 2 of the Ayahuasca volume, four new bibliographic entries in its references, and a corrected inventory header. The invisible result is roughly two dozen tool calls, four parallel-source database checks, a falsified initial framing, a programmatic citation audit, and a documented deep-research note. Most of it never appears in the book.

The Veigl card from the same archive ingestion was also reviewed in this session and dropped — the volume already cited the 1750s Jesuit material in Chapter 1, and the unused passages were not about the brew. Dropping a candidate is part of the work.

Final disposition

In the book: a new H2 section, "Buenos Aires, 1959 to 1961," in Chapter 2 of the Ayahuasca volume. Four new references in the bibliography. Reader-visible.

In the working artifacts: a deep-research note documenting the source chain, the three follow-up findings, and what remains inferred. A revisions-log entry. A reconciled citations-inventory header. Auditable but not reader-facing.

Dropped: the original framing as "first Western clinical use" (falsified). The Veigl archive card from the same ingestion (already covered in Chapter 1). The Pagés Larraya material as a chapter-prose addition (would have diluted the section's focus; lives in the deep-research note instead).

What this is, and what this isn't.

This is one revision in one chapter of one volume. It is not the whole research process behind Mindfield Guides, and it is not representative of every session — some are simpler, some are far more involved, and many end with the candidate source being dropped rather than added. We published this one because the user described the work back to us with care and asked us to document it so other readers could see what care looks like, end-to-end, on a single thread.

The discipline behind every Mindfield volume is that every factual claim is anchored to a specific published source. The page above is what that discipline costs, on one of the smaller additions a volume gets between releases.

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