VoynichManuscript.Online | Structural Evidence for a Pharmaceutical Formulary
Beinecke MS 408 | c. 1420-1450

A Testable Model of the
Voynich Manuscript’s
Pharmaceutical Structure

A corpus-verified structural analysis identifying properties consistent with a pharmaceutical formulary encoding spagyric processes. All statistics independently reproducible from the public Zandbergen-Landini IVTFF transcription.

91.6%
Type-Token Ratio
5/5
Post-Hoc Predictions
12
Structural Stems
150
Plant Cross-Refs

Academic Integrity Notice: This site presents structural evidence and interpretive hypotheses, not proven decipherment. All statistics are independently reproducible from the public Zandbergen-Landini IVTFF transcription. Operational labels (HEAT, EXTRACT, SALT, etc.) are post-hoc interpretive glosses, not confirmed translations. Physical experimental validation is currently underway. Read the paper on Zenodo →

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The Full Paper is Publicly Available

All statistics, methods, and competing hypothesis evaluations are documented in the Zenodo repository.

Read the Paper on Zenodo →

DOI: 10.5281/zenodo.19776068 | All claims independently reproducible from the public IVTFF corpus

The Findings

What the Evidence Shows

A structural framework identifying 12 recurring stems, 18 suffix classes, and measurable type-token patterns across the entire Voynich corpus. Interpretive labels are post-hoc glosses, not confirmed translations.

12

Recurring Structural Stems

che (HEAT), ch (PROCESS), qok (EXTRACT), kch (COOL), Sh (SALT), ok (COMPLETE), cTh/cKh (PLANT), yk (STATE), yt (TEMPORAL), ot (RESULT), p (IMPERATIVE), okal (FINALIZE). Labels are interpretive glosses; not confirmed translations.

18

Suffix Classes

-ody/-eody (perfected product), -edy (completed), -dy (product), -y (state), -ol/-or/-ar (result/variant/instrument), -aiin (collective), plus 11 more encoding result states. All labels are interpretive.

10,169

Tokens Analyzed

Complete corpus from Zandbergen-Landini IVTFF (Interlinear Transcription File Format) spanning ~125 folios, 10,169 tokens, 3,137 unique types classified across herbal, pharmaceutical, and biological sections.

5.8

Avg Process Clusters

Each folio contains 2-5 token instruction units (process clusters) encoding pharmaceutical operations from heat application to product completion and collection.

6/6

Competing Hypotheses Tested

6 discriminating structural predictions tested against 5 competing hypotheses. Spagyric model scored 6/6; closest competitor scored 1.5/6.

5/5

Post-Hoc Predictions Confirmed

5 pre-registered predictions on held-out folio f11r, all confirmed post-hoc. Positional encoding: vertical zone mapping to plant anatomy, chi-squared = 47.3.

How It Was Done

Structural Analysis Protocol

Instead of asking "what does it say," we asked "what does it DO." A two-phase protocol with 17 specialized analytical methods.

Phase 1: Feature Extraction

Distributional Analysis

Identified 12 operational stems by positional frequency and co-occurrence patterns across 10,169 tokens. No semantic assumptions.

Foundation

Positional Encoding

Mapped vertical zones to plant anatomy (root, stem, leaf, flower). Chi-squared = 47.3, p < 0.001 against null model.

Confirmed

Cluster Analysis

Identified process clusters: 2-5 token instruction units with 5.8 per folio average, separated by daiin boundary markers.

Structural

Suffix Classification

18 suffix classes encoding result states: perfected products, completed actions, collective nouns, instruments.

Morphological

Phase 2: Interpretive Framework

External Anchor Mapping

Linked structural stem patterns to historical pharmaceutical terminology through 7 period sources (Dioscorides, Fuchs, Paracelsus). Alignments are interpretive parallels, not proof of equivalence.

5 HIGH matches

Null Model Testing

10-run randomized control: real corpus maintains execution continuity; shuffled text shows zero continuity (p < 0.001).

Validated

Blind Test Protocol

5 pre-registered predictions on held-out f11r. All 5 confirmed post-hoc including daiin boundary and terminal marker positions.

5/5 Passed

Competing Hypotheses Evaluation

6 discriminating structural predictions tested against 5 competing hypotheses (astronomical, alchemical only, cipher, hoax, herbal only).

Spagyric 6/6
The Structural Framework

Stem-Suffix Framework

12 recurring stems identified by positional analysis, with interpretive pharmaceutical glosses. These are structural patterns, not confirmed translations.

12 Operational Stems

StemInterpretive LabelStructural FunctionAllomorphsExample TokenExample Interpretation
cheHEATApply fire/heat to vessel or materialcheodyApply heat → perfected product (interpretive)
chPROCESSGeneral processing, transform matterchodyProcess → perfected (interpretive)
qokEXTRACTDraw out essence, distill, separateqok→qotqokchodyExtract + cool → perfected (interpretive)
kchCOOLAllow to cool, reduce temperatureykchodyState-change + cool → perfected (interpretive)
ShSALTFix with salt, salting operationSholSalt fix → resulting product (interpretive)
okCOMPLETEFinish operation, finalize stepok→okalokcheodyComplete + heat → perfected (interpretive)
cThPLANT-IDIdentify primary plant (mugwort)cThodyMugwort → perfected (interpretive)
cKhPLANT-VARIdentify plant variant (rose)cKhodyPlant variant → perfected (interpretive)
ykSTATE-MODChange state, prepare conditionykchodyState-change + cool → perfected (interpretive)
ytTEMPORALThen, next, after (sequence marker)yteodyThen → perfected quintessence (interpretive)
otRESULTThe result is (output marker)otcholThe result is → processed product (interpretive)
pIMPERATIVECommand: begin, start operationpchodarBegin: process with instrument (interpretive)

Key Suffix Classes (Interpretive)

SuffixClassFunctionExample
-eodyPERFECTED-PRODPerfected quintessence (highest product grade)okcheody
-odyPERFECTEDPerfected, completed productcheody
-edyCOMPLETEDOperation completedokchedy
-dyPRODUCTGeneral product outputotcholdy
-ySTATEState marker, condition indicatorchey
-olRESULT-PRODResulting productotchol
-orVARIANTVariant formchotor
-arINSTRUMENTInstrument or toolpchodar
-aiinCOLLECTIVECollective noun, batch markerdaiin

Structural Elements (Measured)

ElementFunctionDistribution
daiin / daii / daiBatch boundary delimiter — separates process clustersAvg 8 per folio, consistent across all 125 folios
okalFinalization marker — signals end of recipeAppears at cluster terminus, ~5.8 per folio
damVessel/container referenceAssociated with salt operations
Vertical PositionAnatomical zone mapping (root/stem/leaf/flower)Chi-squared = 47.3, p < 0.001
Botanical Identification

Complete Plant Corpus

150 folios cross-referenced with medieval herbal traditions. 69 high-confidence identifications with scholarly consensus across Vatne, Tucker/O'Neill, and Scott. Plant names remain image-carried; botanical identifications are drawn from Tucker & Janick and are contested by some scholars.

150

Total Folios

Documented across 18 quires

69

High Confidence

Strong scholarly consensus, multiple independent sources agree

21

Medium-High

Good evidence, Vatne etymology or strong visual match

33

Medium

Reasonable hypothesis, some scholarly agreement

FolioPrimary IdentificationVatne (2022)ThP / O'NeillConfidence
f1rAtropa belladonna / Belladonna, Deadly NightshadeAtropa, Solanum, SolatriumMedium
f1vRanunculus flammula / Lesser spearwort, Water crowfootRanunculus flammula / Lesser spearwortRanunculusMedium-High
f2rEupatorium cannabinum / Hemp-agrimony, Holy ropeEupatorium Cannabinum / Holy ropeEupatoriumHigh
f2vNymphaea alba / White Water lilyNymphaea alba / Water lilyNymphaea alba, NenufarHigh
f3rAsplenium ceterach / Rustyback fernAsplenium ceterach / rusty backMedium-High
f3vAconitum napellus / Monkshood, Wolf's baneAconitum napellus / MonkshoodHigh
f4rReseda luteola / Dyer's rocket, WeldReseda luteola / Dyer's rocketHigh
f4vPulsatilla vulgaris / Pasque flower, WindflowerPulsatilla vulgaris / WindflowerHigh
f5rParis quadrifolia / Herb Paris, True lover's knotParis quadrifolia / Herb parisPaeoniaHigh
f5vRanunculus asiaticus / Persian buttercupAnemone coronaria or Ranunculus asiaticusAnemoneMedium
f6rVicia sativa / Common vetchVicia sativa or faba / common vetchAsclepiades, Aristolochia?Medium
f6vRicinus communis / Castor beanRicinus communis / castor beanAsclepiadesHigh
f7rPlantago lanceolata / Ribwort plantainPlantago lanceolata / RibwortNymphaea alba (disputed)High
f7vErigeron acris / Blue fleabaneErigeron acris / blue fleabaneParietaria (O'Neill) / Geranium (ELV)Medium
f8rLactuca muralis / Wall lettuce (or Tussilago farfara / Coltsfoot)Lactuca muralis / Wall lettuce or Tussilago farfaraMedium
f8vCalendula officinalis / Pot marigoldCalendula officinalis / Common marigoldHigh
f9rCrambe maritima / Sea kale (or Brassica oleracea)Brassica oleracea or Crambe maritimaMedium
f9vViola tricolor / Wild pansy, HeartseaseViola tricolor / Wild pansyViola, Pansy (agreed)High
f10rCentaurea cyanus / CornflowerCentaurea cyanus / CornflowerCyanus, CentaureaHigh
f10vSymphytum officinale / ComfreySymphytum officinale / ComfreyHigh
f11rVerbena officinalis / Vervain, Holy herbVerbena officinalis / VervainHigh
f11vAjuga reptans / BugleAjuga reptans / BugleLeonotus, LeonurusHigh
f13rPetasites hybridus / ButterburPetasites hybridus / Common butterburPetasites (agreed)Medium-High
f13vUNKNOWN - possibly Lonicera / HoneysuckleLow
f14rRumex acetosa / Common sorrelRumex acetosa / Common sorrelHigh
f14vLevisticum officinale / LovageLevisticum officinale / LovageHigh
f15rCarlina vulgaris / Carline thistleCarlina vulgaris or acaulis / Carline thistleMedium
f15vVerbascum thapsus / Great mullein, Aaron's rodVerbascum thapsus / Great mulleinHigh
f16rUNKNOWN - possibly Cannabis sativa / HempSome kind of Brassica / Cabbage or kaleLow
f16vEryngium maritimum / Sea hollyEryngium maritimum / Sea hollyHigh
f17rUNKNOWN - possibly Aster amellus / Italian asterLow-Medium
f17vSmilax aspera / Rough bindweedSmilax aspera / Rough bindweedHigh
f18rTripolium pannonicum / Sea asterTripolium pannonicum / Sea asterCyanus? (disputed)Medium
f18vApium graveolens / Celery (or smallage)Apium graveolens / CeleryMedium-High
f19rPolemonium caeruleum / Jacob's ladderPolemonium caeruleum / Greek valerianHigh
f19vValeriana officinalis / ValerianValeriana officinalis / ValerianHigh
f20rThymus serpyllum / Wild thymeThymus serpyllum / ThymeHigh
f20vGentiana pneumonanthe / Marsh gentianGentiana pneumonanthe / Marsh gentianMedium-High
f21rHeliotropium europaeum / HeliotropeHeliotropium europaeum / HeliotropeMedium-High
f21vNasturtium officinale / WatercressNasturtium officinale / Water cressMedium
f22rPulmonaria officinalis / LungwortPulmonaria officinalis / LungwortHigh
f22vLactuca virosa / Wild lettuceLactuca virosa or sativa / Wild or cultivated lettuceMedium-High
f23rUNKNOWN - climbing plant with yellow flowersLow
f23vAquilegia vulgaris / European columbineAquilegia vulgaris / European ColumbineHigh
f24rSempervivum tectorum / HouseleekSempervivum tectorum / HouseleekHigh
f24vAnchusa officinalis / Common buglossAnchusa officinalis / Common buglossMedium-High
f25rMarrubium vulgare / White horehoundMarrubium vulgare / White horehoundHigh
f25vAsplenium scolopendrium / Hart's tongue fernAsplenium scolopendrium / Hart's tongue fernMedium-High
f26rUNKNOWN - dense bushel, possibly grass or sedgeVery Low
f26vUNKNOWN - herb with blue dots on leavesVery Low
f27rEruca sativa / RocketEruca sativa / RocketMedium
f27vUNKNOWN - Apiaceae / Carrot family, possibly Daucus carotaApiaceae family / Carrot family herbLow-Medium
f28rHeliotropium europaeum / Heliotrope (confirmation)Heliotropium europaeum / HeliotropeMedium-High
f28vPolypodium vulgare / Common polypodyPolypodium vulgare / Common polypodyMedium
f29rDipsacus fullonum / Wild teaselDipsacus fullonum / Wild teaselMedium-High
f29vCynoglossum officinale / HoundstongueCynoglossum officinale / HoundstongueHigh
f30rDelphinium staphisagria / Lice-bane, StavesacreDelphinium staphisagria / Lice-baneHigh
f30vSolanum nigrum / Black nightshadeSolanum nigrum / Black nightshadeHigh
f31rRubia tinctorum / Rose madderRubia tinctorum or peregrina / Wild or rose madderHigh
f31vScandix pecten-veneris / Shepherd's needleScandix pecten-veneris / Shepherd's needleMedium-High
f32rClematis vitalba / Old man's beardClematis vitalba / Old man's beardMedium-High
f32vUNKNOWN - possibly Campanula rotundifolia / HarebellLow-Medium
f33rSilene vulgaris / Bladder campionSilene vulgaris / Bladder campionMedium
f33vTanacetum parthenium / FeverfewTanacetum parthenium / FeverfewHigh
f34rCirsium arvense / Canada thistleCirsium arvense / Creeping thistleMedium
f34vLunaria annua / Honesty, Money plantLunaria annua / Honesty, Money plantMedium-High
f35rHelleborus niger / Black helleboreHelleborus niger / Black helleboreHigh
f35vRibes nigrum / Black currantRibes nigrum / Black currantMedium
f36rEcballium elaterium / Squirting cucumberEcballium elaterium / Squirting cucumberHigh
f36vLamium amplexicaule / Henbit dead-nettleLamium amplexicaule / HenbitMedium-High
f37rMentha longifolia / Horse mintMentha longifolia / MintMedium-High
f37vEmilia fosbergii / Tassel flowerEmilia fosbergii / Tassel flowerMedium
f38rEquisetum arvense / Horsetail (BEST GUESS)Equisetum arvense / HorsetailMedium
f38vEuphorbia myrsinites / Myrtle spurgeEuphorbia myrsinites / Myrtle spurgeMedium-High
f39rCrocus sativus / Saffron crocus (BEST GUESS)Crocus sativus / SaffronMedium
f39vTagetes patula / French marigoldTagetes patula / French marigoldMedium-High
f40rErodium malacoides / Stork's billErodium malacoides / Stork's billHigh
f40vSempervivum tectorum / Houseleek (confirmation)Sempervivum tectorum / HouseleekHigh
f41rThalictrum flavum / Common meadow-rueThalictrum flavum / Common Meadow-rueMedium
f41vCoriandrum sativum / CorianderCoriandrum sativum / CorianderHigh
f42rTyphonium flagelliforme / Rodent tuber (BEST GUESS)Typhonium flagelliforme / Rodent tuberLow-Medium
f42vAquilegia vulgaris / European columbine (confirmation)Aquilegia vulgaris / European ColumbineHigh
f43rStellaria media / ChickweedStellaria media / ChickweedHigh
f43vElytrigia repens / Couch grass (or Fagopyrum esculentum)Elytrigia repens / Couch grassMedium
f44rTanacetum vulgare / Tansy (or Mandragora / Mandrake)Tanacetum vulgare / TansyVeratrum?Medium
f44vApium graveolens / Celery (confirmation)Apium graveolens / CeleryHigh
f45rAtriplex hortensis / Orach, Garden orachAtriplex hortensis / OrachHigh
f45vLavandula angustifolia / English lavenderLavandula angustifolia / LavenderHigh
f46rLeucanthemum vulgare / Oxeye daisyLeucanthemum vulgare / Oxeye daisyHigh
f46vInula conyza / Ploughman's spikenardInula conyza / Ploughman's spikenardMedium
f47rSempervivum tectorum / Houseleek (or Alchemilla / Lady's mantle)Sempervivum tectorum / HouseleekHigh
f47vPulmonaria officinalis / Lungwort (or Arnica)Pulmonaria officinalis / LungwortHigh
f48rHyoscyamus niger / Black henbane (or Adonis / False hellebore)Hyoscyamus niger / Black henbaneMedium
f48vRuta graveolens / Rue, Herb of graceRuta graveolens / RueHigh
f49rAlcea rosea / Hollyhock (or Malva sylvestris)Alcea or Malva / Hollyhock or mallowMedium
f49vCentella asiatica / Gotu kolaCentella asiatica / Gotu kolaMedium
f50rAstrantia major / MasterwortAstrantia major / MasterwortHigh
f50vGentiana frigida / Stiff gentianGentiana frigida / Stiff gentianMedium
f51rCakile maritima / Sea rocketCakile maritima / Sea rocketHigh
f51vSalvia officinalis / SageSalvia officinalis / SageHigh
f52rAnemone coronaria / Poppy anemoneAnemone coronaria / Poppy anemoneHigh
f52vPeucedanum officinale / Hog's fennel (or Polystichum fern)Peucedanum officinale / Hog's fennelMedium
f53rIlex aquifolium / Holly (or Achillea ptarmica)Ilex aquifolium / HollyMedium
f53vHieracium aurantiacum / Orange hawkweedHieracium aurantiacum / Orange hawkweedHigh
f54rCirsium oleraceum / Cabbage thistleCirsium oleraceum / Cabbage thistleHigh
f54vSolanum dulcamara / Bittersweet (or Perovskia / Russian sage)Solanum dulcamara / Bittersweet nightshadeMedium
f55rFumaria officinalis / Common fumitoryFumaria officinalis / FumitoryHigh
f55vBrassica oleracea / Broccoli or CauliflowerBrassica oleracea / BroccoliHigh
f56rDrosera intermedia / SundewDrosera intermedia / SundewHigh
f56vCycas revoluta / Sago palm (or Zamia)Cycas revoluta / Sago palmHigh
f57rGeranium robertianum / Herb-Robert (or Sherardia arvensis)Geranium robertianum / Herb-RobertMedium
f65rAlchemilla vulgaris / Lady's mantleAlchemilla vulgaris / Lady's mantleGeranium?High
f65vCentaurea cyanus / CornflowerCentaurea cyanus / CornflowerAnthemis, ChamomileHigh
f66vSatureja montana / Winter savorySatureja montana / Winter savoryPrimula? Aristolochia?Medium-High
f87rSatureja hortensis / Summer savorySatureja hortensis / Summer savoryHigh
f87vLEFT: Primula vulgaris / Primrose | RIGHT: Achillea millefolium / YarrowLEFT: Primula vulgaris | RIGHT: Tanacetum vulgare / TansyLEFT: primula | RIGHT: tansy, wegrain, schafgarbeMedium-High
f89vZantedeschia aethiopica / Calla lily (or Arum maculatum)Zantedeschia / Calla lilyMedium
f90r1Papaver somniferum / Opium poppyPapaver somniferum / Opium poppyPoppy, Papaver somniferum (Holm)High
f90r2Artemisia absinthium / WormwoodArtemisia absinthium / WormwoodWermuth, absinthium, artemisiumHigh
f90v1Eruca vesicaria / Rocket, ArugulaEruca vesicaria / Arugula, RocketHigh
f90v2Conyza bonariensis / Fleabane (or Erigeron)Conyza bonariensis / FleabaneXeranthium? Osmunda regalis?High
f93rTanacetum vulgare / Tansy (or Cynara cardunculus / Artichoke)Tanacetum vulgare / TansyO'Neill: Sunflower? (disputed)High
f93vActaea rubra / Red baneberry (or A. spicata)Actaea rubra / Red baneberryHigh
f94rGlechoma hederacea / Ground ivy (or Botrychium lunaria / Moonwort)Glechoma hederacea / Ground ivyBotrychium lunaria? (moonwort)Medium
f94vAgrostemma githago / Corncockle (or Glycyrrhiza glabra / Liquorice)Agrostemma githago / CorncockleMedium
f95r1Glycyrrhiza glabra / LiquoriceGlycyrrhiza glabra / LiquoriceMedium-High
f95r2Plantago lanceolata / Ribwort plantain (confirmation)Plantago lanceolata / RibwortHigh
f95v1Althaea rosea / Hollyhock (or Alcea rosea)Althaea rosea / HollyhockHigh
f95v2Sambucus nigra / ElderberrySambucus nigra / ElderberryActaea? Baneberry?High
f96rHelleborus foetidus / Stinking helleboreHelleborus foetidus / Stinking helleboreSmilax tracheia, ChenopodiumHigh
f96vDioscorea communis / Black bryony (or Tamus communis)Dioscorea communis / Black bryonySmilas, ChenopodiumHigh
f99rUNKNOWN - pharmaceutical page with roots and plant partsVery Low
f99vDionaea muscipula / Venus flytrap (BEST GUESS - anachronistic)Very Low
f100rUNKNOWN - pharmaceutical page with rootsVery Low
f100vUNKNOWN - pharmaceutical page with plant partsVery Low
f101rUNKNOWN - pharmaceutical pageVery Low
f101v1Zingiber officinale / Ginger (BEST GUESS)Low
f102r1Atropa belladonna / Belladonna (same as f1r?)Same as f1rMedium
f103rUNKNOWN - pharmaceutical page with rootsVery Low
f104rUNKNOWN - pharmaceutical page with leavesVery Low
f105rUNKNOWN - pharmaceutical page with plant partsVery Low
f106rUNKNOWN - pharmaceutical page with seeds/podsVery Low
f107rUNKNOWN - pharmaceutical pageVery Low
f108rUNKNOWN - pharmaceutical page with leavesVery Low
f111rUNKNOWN - pharmaceutical pageVery Low
f112rUNKNOWN - pharmaceutical page with rootsVery Low
f113rUNKNOWN - pharmaceutical page with plant partsVery Low
f114rUNKNOWN - pharmaceutical page with leavesVery Low
f115rUNKNOWN - pharmaceutical pageVery Low
f116rUNKNOWN - pharmaceutical page with rootsVery Low
Interpretive Analyses

Folio Analyses

Five folios analyzed using the structural stem-suffix framework with interpretive pharmaceutical glosses. These are testable hypotheses, not confirmed translations. Physical experiments currently underway.

f20r
Voynich Manuscript f20r — Wild thyme (Thymus serpyllum)
f20r

Mugwort / Rose Quintessence

Process: Dual-plant heat extraction

Interpretive Reading: Command to begin: apply heat to the plant matter until the quintessence is perfected. Extract the cooled product. Prepare and heat the mugwort; process to extract. Then complete the perfected product.

5 Clusters 63 Tokens 8 Terminals
f25v
Voynich Manuscript f25v — Hart's tongue fern (Asplenium scolopendrium)
f25v

Spirits of Wine

Process: Distillation protocol

Interpretive Reading: Prepare the spirits of wine: extract through cooling distillation. The process yields plant extract. Heat the mugwort variant; extract the completed product. The result is the perfected distillate of wine spirits.

5 Clusters 67 Tokens 6 Terminals
f47v
Voynich Manuscript f47v — Lungwort (Pulmonaria officinalis)
f47v

True Saffron Extraction

Process: Single-plant quintessence

Interpretive Reading: Extract the perfected product: process and heat until the quintessence is completed. Begin: apply heat to true saffron plant matter. The result is perfected saffron quintessence, extracted through heat and cooled.

4 Clusters 71 Tokens 7 Terminals
f41r
Voynich Manuscript f41r — Common meadow-rue (Thalictrum flavum)
f41r

Compounded Emulsion

Process: Multi-phase recipe

Interpretive Reading: The plant is heated; extract and complete. Begin: process the heated quintessence to extract the perfected product. The perfected product is the emulsified compound of multiple plant extracts, prepared in sequence.

5 Clusters 67 Tokens 6 Terminals
f28r
Voynich Manuscript f28r — Heliotrope (Heliotropium europaeum)
f28r

Three-Vessel Distillation

Process: Advanced preparation

Interpretive Reading: Extract the prepared state of mugwort: process, extract, and heat. The plant matter is processed through heat; extract the perfected product. The three-vessel method yields perfected quintessence through staged heating cycles.

5 Clusters 57 Tokens 5 Terminals
Evidence

Evidence & Validation

Every structural claim supported by statistical testing on the public IVTFF corpus, competing hypothesis evaluation, and historical source alignment.

91.6%
Type-Token Ratio

91.6% vocabulary diversity across 10,169 tokens. A corpus statistic, not a translation coverage metric.

5/5
Post-Hoc Predictions

5 pre-registered predictions on held-out f11r, all confirmed post-hoc

6/6
Adversarial Predictions

Spagyric model vs 5 competing hypotheses. Closest competitor: 1.5/6

47.3
Chi-Squared

Positional encoding p < 0.001. Vertical zones map to plant anatomy

<0.001
Null Model p-value

10-run randomized control: real corpus has execution continuity shuffled lacks

5.8
Avg Process Clusters

2-5 token instruction units per folio encoding pharmaceutical operations

Historical Alignment

Identified structural patterns are consistent with 7 historical pharmaceutical sources spanning 1300-1600:

SourcePeriodAlignment
Dioscorides, De Materia Medicac. 50-70 CE (medieval copies)HIGH — plant identification matches
Fuchs, De Historia Stirpium1542HIGH — preparation methods
Paracelsus, Archidoxis1526-1527HIGH — spagyric terminology
Brunschwig, Liber de Arte Distillandi1500HIGH — distillation processes
Valentine, Triumphal Chariot of Antimonyc. 1604HIGH — alchemical-pharmaceutical
Culpeper, The English Physician1652MODERATE — herbal applications
Apicius (medieval pharmacology)4th-5th c.MODERATE — materia preparation

Complete Manuscript Gallery

All 200 known folios organized by section. Click any image to view full-size. Images sourced from voynich.nu and the Beinecke Rare Book & Manuscript Library, Yale University.

Voynich Manuscript f1r
f1r Herbal
Voynich Manuscript f1v
f1v Herbal
Voynich Manuscript f2r
f2r Herbal
Voynich Manuscript f2v
f2v Herbal
Voynich Manuscript f3r
f3r Herbal
Voynich Manuscript f3v
f3v Herbal
Voynich Manuscript f4r
f4r Herbal
Voynich Manuscript f4v
f4v Herbal
Voynich Manuscript f5r
f5r Herbal
Voynich Manuscript f5v
f5v Herbal
Voynich Manuscript f6r
f6r Herbal
Voynich Manuscript f6v
f6v Herbal
Voynich Manuscript f7r
f7r Herbal
Voynich Manuscript f7v
f7v Herbal
Voynich Manuscript f8r
f8r Herbal
Voynich Manuscript f8v
f8v Herbal
Voynich Manuscript f9r
f9r Herbal
Voynich Manuscript f9v
f9v Herbal
Voynich Manuscript f10r
f10r Herbal
Voynich Manuscript f10v
f10v Herbal
Voynich Manuscript f11r
f11r Herbal
Voynich Manuscript f11v
f11v Herbal
Voynich Manuscript f13r
f13r Herbal
Voynich Manuscript f13v
f13v Herbal
Voynich Manuscript f14r
f14r Herbal
Voynich Manuscript f14v
f14v Herbal
Voynich Manuscript f15r
f15r Herbal
Voynich Manuscript f15v
f15v Herbal
Voynich Manuscript f16r
f16r Herbal
Voynich Manuscript f16v
f16v Herbal
Voynich Manuscript f17r
f17r Herbal
Voynich Manuscript f17v
f17v Herbal
Voynich Manuscript f18r
f18r Herbal
Voynich Manuscript f18v
f18v Herbal
Voynich Manuscript f19r
f19r Herbal
Voynich Manuscript f19v
f19v Herbal
Voynich Manuscript f20r
f20r Herbal
Voynich Manuscript f20v
f20v Herbal
Voynich Manuscript f21r
f21r Herbal
Voynich Manuscript f21v
f21v Herbal
Voynich Manuscript f22r
f22r Herbal
Voynich Manuscript f22v
f22v Herbal
Voynich Manuscript f23r
f23r Herbal
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f23v Herbal
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f24r Herbal
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f24v Herbal
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f27v Herbal
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f28r Herbal
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f28v Herbal
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f29r Herbal
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f29v Herbal
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f30r Herbal
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f31r Herbal
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f32r Herbal
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f33r Herbal
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f33v Herbal
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f34r Herbal
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f34v Herbal
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f35r Herbal
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f35v Herbal
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f36v Herbal
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f37r Herbal
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f37v Herbal
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f38r Herbal
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f38v Herbal
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f39r Herbal
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f39v Herbal
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f40r Herbal
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f40v Herbal
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f41r Herbal
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f41v Herbal
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f48r Herbal
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f48v Herbal
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f49r Herbal
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f49v Herbal
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f57r Astronomical & Cosmological
Voynich Manuscript f57v
f57v Astronomical & Cosmological
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f58r Astronomical & Cosmological
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f58v Astronomical & Cosmological
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f65r Herbal
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f65v Herbal
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f66r Herbal
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f66v Herbal
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f69r Astronomical & Cosmological
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f69v Astronomical & Cosmological
Voynich Manuscript f71r
f71r Astronomical & Cosmological
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f71v Astronomical & Cosmological
Voynich Manuscript f73r
f73r Astronomical & Cosmological
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f73v Astronomical & Cosmological
Voynich Manuscript f75r
f75r Balneological (Bathing)
Voynich Manuscript f75v
f75v Balneological (Bathing)
Voynich Manuscript f76r
f76r Balneological (Bathing)
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f76v Balneological (Bathing)
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f77r Balneological (Bathing)
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f77v Balneological (Bathing)
Voynich Manuscript f78r
f78r Balneological (Bathing)
Voynich Manuscript f78v
f78v Balneological (Bathing)
Voynich Manuscript f79r
f79r Balneological (Bathing)
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f79v Balneological (Bathing)
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f80r Balneological (Bathing)
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f80v Balneological (Bathing)
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f81r Balneological (Bathing)
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f81v Balneological (Bathing)
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f82r Balneological (Bathing)
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f82v Balneological (Bathing)
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f83r Balneological (Bathing)
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f83v Balneological (Bathing)
Voynich Manuscript f84r
f84r Balneological (Bathing)
Voynich Manuscript f84v
f84v Balneological (Bathing)
Voynich Manuscript f87r
f87r Pharmaceutical
Voynich Manuscript f87v
f87v Pharmaceutical
Voynich Manuscript f88r
f88r Pharmaceutical
Voynich Manuscript f88v
f88v Pharmaceutical
Voynich Manuscript f89r1
f89r1 Pharmaceutical
Voynich Manuscript f89r2
f89r2 Pharmaceutical
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f89v1 Pharmaceutical
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f89v2 Pharmaceutical
Voynich Manuscript f90r1
f90r1 Pharmaceutical
Voynich Manuscript f90r2
f90r2 Pharmaceutical
Voynich Manuscript f90v1
f90v1 Pharmaceutical
Voynich Manuscript f90v2
f90v2 Pharmaceutical
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f92v Pharmaceutical
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f93r Pharmaceutical
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f93v Pharmaceutical
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f94r Pharmaceutical
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f94v Pharmaceutical
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f95r1 Pharmaceutical
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f95r2 Pharmaceutical
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f95v1 Pharmaceutical
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f95v2 Pharmaceutical
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f96r Pharmaceutical
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f96v Pharmaceutical
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f99r Pharmaceutical
Voynich Manuscript f99v
f99v Pharmaceutical
Voynich Manuscript f100r
f100r Pharmaceutical
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f100v Pharmaceutical
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f101r1 Pharmaceutical
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f101r2 Pharmaceutical
Voynich Manuscript f101v1
f101v1 Pharmaceutical
Voynich Manuscript f101v2
f101v2 Pharmaceutical
Voynich Manuscript f102r1
f102r1 Pharmaceutical
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f102r2 Pharmaceutical
Voynich Manuscript f102v1
f102v1 Pharmaceutical
Voynich Manuscript f102v2
f102v2 Pharmaceutical
Voynich Manuscript f103r
f103r Pharmaceutical
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f103v Pharmaceutical
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f104r Pharmaceutical
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f104v Pharmaceutical
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f105r Pharmaceutical
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f105v Pharmaceutical
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f106r Pharmaceutical
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f106v Pharmaceutical
Voynich Manuscript f107r
f107r Pharmaceutical
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f107v Pharmaceutical
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f108r Pharmaceutical
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f108v Pharmaceutical
Voynich Manuscript f111r
f111r Pharmaceutical
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f111v Pharmaceutical
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f112r Pharmaceutical
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f112v Pharmaceutical
Voynich Manuscript f113r
f113r Pharmaceutical
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f113v Pharmaceutical
Voynich Manuscript f114r
f114r Pharmaceutical
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f114v Pharmaceutical
Voynich Manuscript f115r
f115r Pharmaceutical
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f115v Pharmaceutical
Voynich Manuscript f116r
f116r Recipes / Final
Voynich Manuscript f116v
f116v Recipes / Final