Mysteries Department
Sign inRequest access
Answer · Voynich Manuscript

A published mechanical procedure produced it

One of the mechanical procedures proposed for the text - independent slot-grammar sampling, Timm-Schinner self-copying, Rugg's table and grille, a Naibbe-type affix-table cipher of Latin (plain or vowel-less), a Tranchedino-type homophonic cipher with nulls and re-spacing, a Trithemius-type word-for-letter table - reproduces the manuscript's held-out statistics once its free parameters are fitted on the training quires.

Ruled outAnswers 1 questionLiteratureTested0

Where it stands

Ruled outNone pieces of evidence for, one against.

What it predicts

  • for the true procedure
  • the manuscript's value of each held-out statistic (word-order gain
  • held-out bigram gain
  • glyph context gain
  • form-function coupling
  • repeated 3- and 4-grams
  • near-twin rates
  • page locality
  • edge-glyph mutual information
  • line-initial divergence) falls inside the spread of 20 simulated corpora written into the manuscript's own layout

Evidence none for · 1 against

No simulated procedure reproduces the statistics
Established · weighs heavily · F-025
AGAINST

Tested by 4 runs

RunMeasuredResultAgainstDecisionDate
RUN-035held-out statistics failed per generator (|z|>2)slot: 12/12; autocopy: 10/12; grille: 12/12; naibbe: 11/12; naibbe_novowel: 11/12; homonull: 10/12; wordletter: 12/1220 simulations each, parameters fitted on training quiresSee note22 Oct
RUN-039held-out statistics failed per generator (|z|>2)slot: 12/12; autocopy: 10/12; grille: 11/12; naibbe: 12/12; naibbe_novowel: 12/12; homonull: 10/12; wordletter: 12/1220 simulations each, parameters fitted on training quiresSee note22 Oct
RUN-034nearest generator to the manuscript in standardised held-out spacehomonullHomonull 5.74 · grille 6.19 · autocopy 6.35 · slot 6.41 · naibbe 7.45 · naibbe_novowel 7.46 · wordletter 7.50See note22 Oct
RUN-038nearest generator to the manuscript in standardised held-out spacenaibbeNaibbe 6.64 · naibbe_novowel 6.65 · autocopy 6.90 · grille 6.91 · homonull 7.12 · slot 7.22 · wordletter 8.54See note22 Oct

The questions it answers

Most likelyEach scribe ran the procedure in his own way

Cite it

Mysteries Department. (2026). A published mechanical procedure produced it [Answer ANS0D8FZZ4C2TD3]. https://mysteriesdept.com/r/ANS0D8FZZ4C2TD3
Private beta Downloads are for beta members

We're in a private beta while we get things right. Everything here is free to read; downloading datasets, sources and code is open to members for now.

It takes a couple of minutes. We'll reply by email.