A One-Page Ledger Method for Generating Voynich-Like Text
#20
(17-05-2026, 07:20 PM)oshfdk wrote: You are not allowed to view links. Register or Login to view.gard, pShideeiisy, dteaiin, Shodeeaisy look like very weird Voynichese words to me that don't follow CLS and host some weird combinations of glyphs, and there are at least four of them in this short snippet (I assumed that sh is actually Sh in these examples, if it's sh then it's even worse).

Let me show you the numbers. Are they perfect? No. In the ballpark? I think so.

And keep in mind, this is starting with just 150ish words on You are not allowed to view links. Register or Login to view. and a ledger.

Comparison JSON: ttli.json

Page-count rule: output pages = Voynich pages = 100
Voynich pages available: 225
Voynich pages compared: 100
Generated pages: 100

Output tokens: 8269
Output vocabulary size: 2509
Output hapax count: 1553
Voynich comparison tokens: 8519
Voynich vocabulary size: 2436
Voynich hapax count: 1642
Ledger invalid: 0

Operation counts:
  external_copy: 1065
  external_copy_fallback: 9
  external_ed1: 2029
  external_short_copy: 7
  initial_gallows_construct: 73
  initial_gallows_seed: 28
  local_copy: 941
  local_copy_fallback: 144
  local_ed1: 1902
  novel_ed1: 1888
  seed: 183

Gallows action counts:
  attested_ed1: 2906
  gallows_delete: 55
  gallows_insert: 73
  gallows_substitute_in: 28
  gallows_substitute_out: 121
  gallows_swap: 134
  initial_construct: 73
  initial_seed: 28

Top 20 output bigrams (100 pages):
  ho: 2463
  ch: 2023
  sh: 1553
  ol: 1141
  ai: 1128
  he: 1067
  or: 1019
  ey: 844
  in: 822
  da: 784
  od: 744
  ar: 683
  ii: 676
  th: 617
  ct: 589
  ee: 537
  hy: 528
  ha: 471
  ok: 393
  oy: 345

Top 20 Voynich bigrams (100 pages):
  ch: 3082
  ho: 1920
  ai: 1433
  in: 1374
  ii: 1281
  ol: 1239
  he: 1116
  da: 1116
  sh: 1033
  dy: 1024
  hy: 948
  ok: 930
  or: 922
  qo: 764
  ot: 749
  ar: 562
  ey: 554
  od: 548
  ee: 541
  eo: 467

Top 20 output trigrams (100 pages):
  cho: 1000
  sho: 957
  hol: 784
  aii: 576
  cth: 549
  hey: 521
  dai: 509
  hod: 489
  iin: 437
  che: 437
  she: 324
  ain: 289
  cph: 288
  oda: 283
  ode: 227
  eey: 225
  kch: 223
  dee: 221
  tho: 205
  cfh: 190

Top 20 Voynich trigrams (100 pages):
  cho: 1236
  iin: 1181
  aii: 1139
  dai: 728
  che: 718
  hol: 596
  chy: 492
  sho: 467
  hor: 467
  cth: 435
  tch: 420
  kch: 392
  edy: 366
  qok: 359
  she: 295
  hey: 291
  ody: 253
  qot: 251
  otc: 244
  heo: 241


   



   
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RE: A One-Page Ledger Method for Generating Voynich-Like Text - by Dunsel - 17-05-2026, 09:37 PM

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