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Voynich Manuscript Production – What the Physical Evidence Shows

Parchment dating, text analysis, handwriting and codicology expose distinct production layers inside the Voynich Manuscript, but its original order and method of construction remain unresolved.

Voynich side-by-side pages of Scribe 1 (folio 33r) and Scribe 2 (folio 32v)

The Voynich Manuscript contains two stable statistical text profiles, while its surviving physical order has been disturbed. The evidence still does not reveal how those profiles were originally produced and assembled.

Data Manifest

  • Primary Investigation: How parchment dating, statistical text profiles, handwriting assignments, quire structure, water damage and material analysis constrain what can be said about the Voynich Manuscript's production and assembly.
  • Key Anomalies Documented: Two stable A/B text profiles organised along bifolia; atypical interleaving of proposed scribal bifolia inside quires; a physically disturbed codex sequence; and no identified material signature separating tested A and B samples.
  • Primary Sources Utilised: University of Arizona radiocarbon dating, Lisa Fagin Davis's 2020 palaeographic study, McCrone Research Institute's 2009 material analysis and Christophe Parisel's 2026 statistical analysis.

Glossary

  • Bifolium: A folded sheet forming two leaves of a manuscript. The Currier classifications and Davis's proposed scribal assignments both operate along complete bifolia.
  • Currier A and B: The two statistical text groups identified by Prescott Currier and subsequently reproduced through other forms of analysis.

Fifteenth Century Parchment Analysis

Four samples of the Voynich Manuscript’s parchment were radiocarbon dated at the University of Arizona in 2009. Taken from folios 8, 26, 47 and 68, the samples produced mutually consistent measurements. When combined, they gave a calibrated range of 1404 to 1438 at 95 per cent confidence.

Those folios are not confined to one part of the manuscript. Folios 8 and 47 contain Herbal A material, folio 26 is Herbal B and folio 68 belongs to the cosmological section. The tested parchment therefore crosses both of the manuscript’s principal statistical text profiles.

The four results can also be read separately. The 1404 to 1438 range comes from combining their probability distributions on the basis that the parchment was roughly contemporaneous. Critics of that treatment have pointed out that the individual measurements allow a wider span. That does not show that the skins came from different periods: each measurement is still consistent with an early fifteenth-century date.

Protein analysis carried out by the University of York in 2014 independently identified the parchment as calfskin. The tests do not identify when ink was put on the parchment, who wrote on it or whether the manuscript was produced in one continuous operation.

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Voynich Manuscript Statistical Text Profiles

On 30 November 1976, Prescott Currier presented what became the A/B distinction at a seminar convened by Mary D’Imperio. He had found statistical differences which divided the manuscript text into two groups.

D’Imperio later reproduced a clear A/B separation through cluster analysis. René Zandbergen found the same distinction at the level of individual character combinations. The EVA bigram ‘ed’, for example, is almost absent from A pages and common on B pages.

Christophe Parisel tested the division again in 2026, but this time without giving his model Currier’s classifications. Using raw character counts, the Beta-Binomial mixture model selected two groups. It then classified withheld folios as A or B with 89.2 per cent accuracy.

Subject matter does not account for the split on its own. Herbal pages include both A and B. In the biological and stars sections, however, the text profile corresponds more closely with the illustration category. Transcription remains one limitation on all such computational work. Statistical studies depend on datasets in which researchers have had to decide how individual signs should be represented and, in particular, where word spaces occur.

What the A/B Evidence Establishes

Evidence What It Supports What It Does Not Establish
Currier identified two statistically different groups in 1976, and D'Imperio later reproduced a clear separation through cluster analysis. A repeatable distinction exists within the manuscript text. That A and B are necessarily two different languages, writers or production episodes.
Zandbergen found the EVA bigram 'ed' almost absent from A pages and common on B pages. Specific character combinations differ strongly between the two profiles. The physical cause of those differences.
Parisel's 2026 label-free model selected two groups and classified withheld folios at 89.2 per cent accuracy. The distinction can be recovered without supplying Currier's original labels to the model. Who produced the profiles or what process generated them.
Both A and B occur within the herbal material. Subject matter alone cannot account for the A/B division. That illustration category and text profile are unrelated in every section.
Mary D'Imperio, 1978; René Zandbergen, 'Extension to the Currier languages'; Christophe Parisel, 2026.

Palaeography and Scribe Assignments

Currier did not regard A and B as statistical categories alone. He associated them with differences in handwriting and proposed that language and hand correlated.

Currier’s A/B classification follows complete bifolia, the folded sheets from which gatherings are formed. It does not change arbitrarily between the leaves or sides of a bifolium.

Lisa Fagin Davis approached the handwriting separately. Her 2020 DigiPal study compared letter forms across the manuscript and identified five scribal hands. Those assignments also run by bifolium.

The claimed connection between handwriting and Currier language is less settled than the existence of the A/B split itself. Zandbergen describes the correlation as visually clear in the herbal section, where Herbal A and Herbal B alternate, but says it has not been sufficiently demonstrated throughout the remainder of the manuscript. That does not show that the correlation fails elsewhere, only that Currier’s broader claim remains unconfirmed.

Davis’s five-scribe classification has also been challenged. In 2026 Torsten Timm argued that some of the glyph features used to distinguish the proposed scribes occur much more widely across the manuscript than the five categories suggest. He reads the handwriting changes as variation along a continuum and proposes that they could represent one evolving hand rather than five distinct writers.

Davis’s study was peer-reviewed, while Timm’s 2026 challenge has not been confirmed as peer-reviewed. No quantified handwriting test currently resolves the disagreement.

The Atypical Manuscript Assembly

Davis found bifolia attributed to different scribes interleaved within individual quires. Quire 4 supplies a direct example: an A bifolium wraps around a B bifolium. She has described this arrangement as ‘utterly atypical’ and ‘extremely rare if not unprecedented’.

There are other signs that the codex has been physically disturbed. The surviving quire numbers omit 16 and 18. Quire 9 is stranger: the sewing now passes through the wrong fold, and its quire mark sits on the first recto.

A later layer of organisation survives in the manuscript’s folio numbers. These were added in ink, probably in the seventeenth century, after the manuscript had already reached a disturbed configuration. Fourteen subsequently lost leaves can still be detected because their folio numbers are absent from the surviving numerical sequence.

The present codex therefore preserves more than one chronological layer: the bifolia on which the text was written, quire organisation, later foliation and subsequent losses. Those layers do not all record the manuscript in the same physical state.

The Codex Preserves Several Physical Layers

The surviving manuscript does not preserve every stage of its organisation in the same physical state.

Manuscript Structure

Bifolia

The folded sheets carry the text, and both Currier classifications and proposed scribal assignments follow complete bifolia.

Quire Organisation

Bifolia attributed to different proposed scribes are interleaved within surviving gatherings. Quire 4 contains an A bifolium wrapped around a B bifolium.

Later Physical State

Disturbed Configuration

Skipped quire numbers and the unusual configuration of Quire 9 are among the surviving signs that the codex has been physically disturbed.

Later Foliation

The manuscript's folio numbers were added after it had already reached a disturbed configuration.

Subsequent Losses

Fourteen leaves disappeared after foliation, leaving gaps in the surviving numerical sequence.

Lisa Fagin Davis, 2020 and subsequent codicological work; surviving quire marks and foliation described in the article.

Water Damage and Rebinding Sequence

A water stain runs across the upper margins of the early quires. The later folio numbers sit on top of the staining, so the spill or staining event preceded that foliation.

Davis has proposed a more detailed reconstruction. On her account, a substantial liquid spill led to the manuscript being disbound so that the bifolia could dry. They were then gathered again in an altered order, after which quire numbers were added.

The stain is observable; the spill, disbinding and altered rebinding sequence is Davis’s interpretation of it.

Davis has attempted to use changes in the stain across individual leaves to reconstruct their earlier nesting. She has reported ‘no strong results yet’. Other reconstruction efforts have examined particular gatherings, including Quires 9 and 13 and possible adjacencies among the balneological pages, but no complete original sequence has been established.

That leaves the present A/B interleaving ambiguous: it cannot tell us whether A and B were already mixed when the manuscript was first assembled or whether later reordering brought them together.

Observed Evidence vs Proposed Reconstruction

Record What the Evidence Shows Evidential Status
Water staining A stain runs across the upper margins of the early quires. Directly observable
Folio numbering The later folio numbers sit on top of the stained parchment, placing the staining before that foliation. Directly observable sequence
Davis's reconstruction Davis proposes that a substantial liquid spill led to disbinding and drying, followed by gathering in an altered order and the addition of quire numbers. Interpretation
Stain-gradient reconstruction Attempts to use the stain pattern to recover earlier nesting have so far produced 'no strong results yet'. Unresolved
Original A/B arrangement The surviving interleaving cannot establish whether A and B were mixed from the beginning or brought together through later reordering. Unknown
Lisa Fagin Davis's codicological reconstruction and stain-gradient work, as reported in the finalised article.

Physical Evidence in A and B Profiles

Laboratory analysis has not supplied a material equivalent of the statistical division.

In 2009 the McCrone Research Institute examined manuscript inks and four pigment samples. The tested inks contained carbon, iron, sulphur, potassium and calcium, with trace copper and, in some samples, zinc. Yale conservation findings subsequently described only minor compositional variation and reported iron gall ink throughout the manuscript.

One McCrone sample came from Currier A folio f47r. In the available comparison, it was not materially distinguishable from the tested Currier B samples.

The pigments examined were also compatible with materials available in the manuscript’s period. Blue contained ground azurite with minor cuprite. Green contained copper compounds. Red-brown was associated with hematite red ochre, while the tested white included eggwhite and calcium carbonate.

Multispectral imaging of ten folios in 2014 produced no evidence of underwriting or a palimpsest on those pages.

These examinations are limited in scale. They have not identified different physical production batches corresponding to A and B, but the existing sample is not large enough to exclude subtler variation across the manuscript as a whole.

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Manuscript Production Models and Theories

A bifolio-first model is one possible fit for the physical evidence. On this account, the manuscript was written on loose bifolia before binding, with assembly or later reassembly producing the interleaving now visible. The fact that both the Currier profiles and the proposed scribal assignments follow the bifolium is consistent with that model. There is no surviving record showing that this was how the manuscript was actually produced.

Currier proposed a different explanation. His association of A and B with handwriting differences allowed for separate contributors or separate exemplars behind the two text profiles.

Timm and Andreas Schinner have argued in the opposite direction. Their model treats A and B as products of a single text-generation process that changed gradually rather than as evidence for two languages or two scribes. That approach has to accommodate features which do not appear entirely gradual. Parisel’s 2026 analysis describes some character-pair behaviour as effectively categorical even within a broader pattern of statistical variation.

Computational topic modelling published by Rachel Sterneck, Claire Bowern and colleagues in 2021 found clusters associated with a combination of proposed scribe and subject matter. That relationship does not establish whether scribes determined subject, subject affected vocabulary, or both arose from another feature of the manuscript’s production.

No surviving production document identifies the writers, explains the A/B distinction or describes the procedure by which the bifolia were composed and assembled.

Source Box

Sources include: University of Arizona AMS radiocarbon analysis of four Voynich parchment samples (2009); Mary D’Imperio’s The Voynich Manuscript: An Elegant Enigma (NSA/CSS, 1978) and her cluster-analysis work; René Zandbergen’s Extension to the Currier languages; Lisa Fagin Davis’s How Many Glyphs and How Many Scribes? Digital Paleography and the Voynich Manuscript (Manuscript Studies 5.1, 2020); McCrone Associates’ Materials Analysis of the Voynich Manuscript (Project MA47613, 2009); Christophe Parisel’s A Quantitative Confirmation of the Currier Language Distinction (2026); Torsten Timm’s One Hand, Five Labels (2026); Torsten Timm and Andreas Schinner’s A possible generating algorithm of the Voynich manuscript (Cryptologia 44.1, 2020); Rachel Sterneck, Annie Polish and Claire Bowern’s Topic Modeling in the Voynich Manuscript (2021); Lisa Fagin Davis and René Zandbergen on the University of York protein analysis identifying the parchment as calfskin, with the original laboratory report not directly reviewed; and Medievalists.net, Hidden Secrets of the Voynich Manuscript Revealed Through Cutting-Edge Scans (9 September 2024), reporting Davis’s analysis of the 2014 multispectral imaging, with the original Lazarus Project imaging records not directly reviewed.

Claim-Source Matrix

Core Finding Primary Source Document Status
Four tested parchment samples produced mutually consistent radiocarbon measurements and a combined calibrated range of 1404 to 1438 at 95 per cent confidence. University of Arizona AMS radiocarbon results, 2009 Confirmed
An unsupervised statistical model recovered exactly two text groups from raw character counts and classified withheld folios at 89.2 per cent accuracy. Christophe Parisel, 'A Quantitative Confirmation of the Currier Language Distinction', 2026 Confirmed
Five proposed scribal hands were identified through digital palaeographic comparison and mapped across manuscript bifolia. Lisa Fagin Davis, 'How Many Glyphs and How Many Scribes?', 2020 Confirmed finding; interpretation contested
Bifolia assigned to different proposed scribes are physically interleaved within individual quires. Lisa Fagin Davis, 'How Many Glyphs and How Many Scribes?', 2020 Confirmed
The tested Currier A ink sample was not materially distinguishable from the tested Currier B samples. McCrone Research Institute ink analysis, 2009 Confirmed within tested samples

What We Still Do Not Know

  • The original order and nesting of the manuscript's bifolia and quires before the physical disturbance have not been recovered.
  • Currier A and B may originally have formed contiguous groups or may have been interleaved from the beginning. The surviving order does not settle this.
  • Currier's proposed connection between handwriting and statistical language is clearly visible in the herbal material but has not been demonstrated with equal force across the manuscript.
  • The palaeographic evidence has not resolved whether the handwriting represents five scribes, fewer contributors or one hand changing over time.
  • Existing material analysis has found no ink, parchment or other physical signature separating A from B, while a sufficiently broad folio-by-folio survey has not been carried out.
  • The production procedure that generated two stable statistical profiles within the same fifteenth-century codex remains unknown.
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