# Session 7: Phase 3: procedures, fragments, lists, transliteration; book v1.2 > A survey of fifteenth-century encoding procedures; per-scribe tests; six generators competing on held-out statistics; a fragmenting-cipher solver with… Source: https://mysteriesdept.com/mysteries/voynich-manuscript/sessions/SES0D8CZNK07S90/session-7-phase-3-procedures-fragments-lists-transliteration Publisher: Mysteries Department Licence: CC BY 4.0 (credit Mysteries Department and link the page) --- [Voynich Manuscript](https://mysteriesdept.com/mysteries/voynich-manuscript)Research session Research session · Voynich Manuscript # Session 7: Phase 3: procedures, fragments, lists, transliteration; book v1.2 A survey of fifteenth-century encoding procedures; per-scribe tests; six generators competing on held-out statistics; a fragmenting-cipher solver with controls; Latin list genres; the GC v101 transliteration check. Book v1.2 added Part VI. Session **7** 22 Oct 2026Test0 ## What it left open - {'fate': 'Built in session 8 (element-vocabulary solver).', 'text': 'A solver with nulls and multi-unit words (Tranchedino-type), validated on planted keys'} - {'fate': 'Built in session 8.', 'text': 'A mixed-unit simulator'} - {'fate': 'Still open.', 'text': 'A copying layer'} - {'fate': "Tested in session 8 (T21); the instrument couldn't separate the cases.", 'text': 'Homophone-choice dynamics per scribe'} - {'fate': 'Morphology induction run in session 9 (Morfessor).', 'text': 'Edge-MI decomposition; morphology induction'} ## Questions raised 1 [What procedure reproduces its statistics?](https://mysteriesdept.com/mysteries/voynich-manuscript/questions/QST08JG6T5R6RRQ/what-procedure-reproduces-its-statistics) Q-021 QST ## Answers proposed 5 [A list-like text: recipes, index, glossary](https://mysteriesdept.com/mysteries/voynich-manuscript/answers/ANS0D8FZYWJ27TF/a-list-like-text-recipes-index-glossary) H-TEXT-LIST ANS [A published mechanical procedure produced it](https://mysteriesdept.com/mysteries/voynich-manuscript/answers/ANS0D8FZZ4C2TD3/a-published-mechanical-procedure-produced-it) H-PROCESS-GENERATORS ANS [Each scribe ran the procedure in his own way](https://mysteriesdept.com/mysteries/voynich-manuscript/answers/ANS0D8FZYCY0BJC/each-scribe-ran-the-procedure-in-his-own-way) H-HANDS-PROCEDURE ANS [Each word is a fragment of a verbose cipher](https://mysteriesdept.com/mysteries/voynich-manuscript/answers/ANS0D8FZZC67P7G/each-word-is-a-fragment-of-a-verbose-cipher) H-CIPHER-FRAGMENT ANS [Results hold under every transliteration](https://mysteriesdept.com/mysteries/voynich-manuscript/answers/ANS0D8FZYMR1X4H/results-hold-under-every-transliteration) H-TRANSLIT-ROBUST ANS ## Evidence found 7 [A verbose cipher also weakens word order](https://mysteriesdept.com/mysteries/voynich-manuscript/evidence/EVD0D8GDQAA46GK/a-verbose-cipher-also-weakens-word-order) F-026 EVD [Adjacent pages share vocabulary, as in languages](https://mysteriesdept.com/mysteries/voynich-manuscript/evidence/EVD0D8GDQJ46FS3/adjacent-pages-share-vocabulary-as-in-languages) F-027 EVD [Every word-level result holds under the v101 transliteration; the glyph-entropy value…](https://mysteriesdept.com/mysteries/voynich-manuscript/evidence/EVD0D8GDR9J64TW/every-word-level-result-holds-under-the-v101-transliteration) F-030 EVD [Latin list genres (recipes, indexes, glossaries) are more ordered and more formulaic than…](https://mysteriesdept.com/mysteries/voynich-manuscript/evidence/EVD0D8GDR1R1MWN/latin-list-genres-recipes-indexes-glossaries-are-more) F-029 EVD [No simulated procedure reproduces the statistics](https://mysteriesdept.com/mysteries/voynich-manuscript/evidence/EVD0D8GDQ2G7EGT/no-simulated-procedure-reproduces-the-statistics) F-025 EVD [The fragmenting-cipher solver finds no key when each written word is one plaintext unit;…](https://mysteriesdept.com/mysteries/voynich-manuscript/evidence/EVD0D8GDQSY17GW/the-fragmenting-cipher-solver-finds-no-key-when-each-written) F-028 EVD [The hands are interchangeable in variant choice](https://mysteriesdept.com/mysteries/voynich-manuscript/evidence/EVD0D8GDPTP36PJ/the-hands-are-interchangeable-in-variant-choice) F-024 EVD ## Runs 31 [Canonical-order (sorted anagram) test: share of words monotone under the best single ranking of units](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPT7R2JXG/canonical-order-sorted-anagram-test-share-of-words-monotone) RUN-029 RUN [Entropy law and word-order gain: residual from the H1 vs entropy-rate law (word level), sd units](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPRRW0QBA/entropy-law-and-word-order-gain-residual-from-the-h1-vs) RUN-023 RUN [Fragmenting-cipher solver (joint segmentation and key): paragraphs, Italian: held-out gap (own minus decoded), segments 953,…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPZKM5DD4/fragmenting-cipher-solver-joint-segmentation-and-key) RUN-051 RUN [Fragmenting-cipher solver (joint segmentation and key): paragraphs, Latin.novowel: held-out gap (own minus decoded), segments…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPZBT71SN/fragmenting-cipher-solver-joint-segmentation-and-key) RUN-050 RUN [Fragmenting-cipher solver (joint segmentation and key): paragraphs, Latin: held-out gap (own minus decoded), segments 927,…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPZ405AP6/fragmenting-cipher-solver-joint-segmentation-and-key) RUN-049 RUN [Fragmenting-cipher solver (joint segmentation and key): paragraphs, Latin: held-out gap (own minus decoded), segments 927,…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPY4R28MN/fragmenting-cipher-solver-joint-segmentation-and-key) RUN-045 RUN [Fragmenting-cipher solver (joint segmentation and key): planted affix-table cipher of Latin, k=4, 1 letter(s)/word: held-out…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPVYE3NAY/fragmenting-cipher-solver-joint-segmentation-and-key-planted) RUN-036 RUN [Fragmenting-cipher solver (joint segmentation and key): planted affix-table cipher of Latin, k=4, 1 letter(s)/word: held-out…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPX5G0P03/fragmenting-cipher-solver-joint-segmentation-and-key-planted) RUN-041 RUN [Fragmenting-cipher solver (joint segmentation and key): planted affix-table cipher of Latin, k=4, 1 letter(s)/word: held-out…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPYCJ677E/fragmenting-cipher-solver-joint-segmentation-and-key-planted) RUN-046 RUN [Fragmenting-cipher solver (joint segmentation and key): planted affix-table cipher of Latin, k=4, 2 letter(s)/word: held-out…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPXWY35G1/fragmenting-cipher-solver-joint-segmentation-and-key-planted) RUN-044 RUN [Fragmenting-cipher solver (joint segmentation and key): planted affix-table cipher of Latin, k=4, 2 letter(s)/word: held-out…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPYMC37HR/fragmenting-cipher-solver-joint-segmentation-and-key-planted) RUN-047 RUN [Fragmenting-cipher solver (joint segmentation and key): planted affix-table cipher of Latin, k=4, 2 letter(s)/word: held-out…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPXDA2RAA/fragmenting-cipher-solver-joint-segmentation-and-key-planted) RUN-042 RUN [Fragmenting-cipher solver (joint segmentation and key): planted affix-table cipher of Latin.novowel, k=4, 1 letter(s)/word:…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPXN42D49/fragmenting-cipher-solver-joint-segmentation-and-key-planted) RUN-043 RUN [Fragmenting-cipher solver (joint segmentation and key): planted affix-table cipher of Latin.novowel, k=4, 1 letter(s)/word:…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPYW61HBC/fragmenting-cipher-solver-joint-segmentation-and-key-planted) RUN-048 RUN [Fragmenting-cipher solver (joint segmentation and key): rings, Latin.novowel: held-out gap (own minus decoded), segments 133,…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EQ0382T37/fragmenting-cipher-solver-joint-segmentation-and-key-rings) RUN-053 RUN [Fragmenting-cipher solver (joint segmentation and key): rings, Latin: held-out gap (own minus decoded), segments 159, 2.06…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPZVE0MD2/fragmenting-cipher-solver-joint-segmentation-and-key-rings) RUN-052 RUN [Generator competition on a held-out fingerprint battery: held-out statistics failed per generator (|z|>2)](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPVPM7T4F/generator-competition-on-a-held-out-fingerprint-battery-held) RUN-035 RUN [Generator competition on a held-out fingerprint battery: held-out statistics failed per generator (|z|>2)](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPWNW56PD/generator-competition-on-a-held-out-fingerprint-battery-held) RUN-039 RUN [Generator competition on a held-out fingerprint battery: nearest generator to the manuscript in standardised held-out space](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPVET6244/generator-competition-on-a-held-out-fingerprint-battery) RUN-034 RUN [Generator competition on a held-out fingerprint battery: nearest generator to the manuscript in standardised held-out space](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPWE20XPZ/generator-competition-on-a-held-out-fingerprint-battery) RUN-038 RUN [Held-out context scaling (Kneser-Ney orders 1-8): held-out bits/glyph at order 1,2,4,6,8](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPS0P7D1Q/held-out-context-scaling-kneser-ney-orders-1-8-held-out-bits) RUN-024 RUN [List-genre comparison (Latin Library texts): order gain (bits/word) of six Latin list-genre texts vs the…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPWXP4FNS/list-genre-comparison-latin-library-texts-order-gain-bits) RUN-040 RUN [List-genre comparison (Latin Library texts): order gain (bits/word) of six Latin list-genre texts vs the…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPW684HZ6/list-genre-comparison-latin-library-texts-order-gain-bits) RUN-037 RUN [Null-glyph deletion: max h2 after deleting one glyph unit](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPSGA1B68/null-glyph-deletion-max-h2-after-deleting-one-glyph-unit) RUN-026 RUN [Per-scribe variant choice, transition profile and error typology: herbal B, scribes 2/3/5: variant-choice G (z vs page-shuffled null);…](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPR981AG9/per-scribe-variant-choice-transition-profile-and-error) RUN-021 RUN [Periodicity, transposition and isomorph battery: coincidence between consecutive lines at same position](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPTZ62D6Q/periodicity-transposition-and-isomorph-battery-coincidence) RUN-032 RUN [Periodicity, transposition and isomorph battery: glyph-disjoint isomorph pairs at same line position / anywhere](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPV706VSW/periodicity-transposition-and-isomorph-battery-glyph) RUN-033 RUN [Periodicity, transposition and isomorph battery: period-bigram peak (period, count) in text vs within-word shuffle](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPTQC0J28/periodicity-transposition-and-isomorph-battery-period-bigram) RUN-031 RUN [Profile screen against 103 languages: statistics outside attested range](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPRH26TZ4/profile-screen-against-103-languages-statistics-outside) RUN-022 RUN [Register by locus type (paragraph, label, ring, radial): q-initial share, paragraph minus ring, within page](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPTFJ223Q/register-by-locus-type-paragraph-label-ring-radial-q-initial) RUN-030 RUN [Sequence structure: MI decay, compressibility, BPE curve, repeated phrases: repeated 4-grams real/shuffled](https://mysteriesdept.com/mysteries/voynich-manuscript/runs/RUN0D8EPS8G6VTE/sequence-structure-mi-decay-compressibility-bpe-curve) RUN-025 RUN ## Methods used 12 [Canonical-order (sorted anagram) test](https://mysteriesdept.com/methods/MTH08JFX9FR7TJ7/canonical-order-sorted-anagram-test) M-T10 MTH [Entropy law and word-order gain](https://mysteriesdept.com/methods/MTH08JFX9ZC4HW8/entropy-law-and-word-order-gain) M-T12 MTH [Fragmenting-cipher solver (joint segmentation and key)](https://mysteriesdept.com/methods/MTH08JFXB6E57AB/fragmenting-cipher-solver-joint-segmentation-and-key) M-T16 MTH [Generator competition on a held-out fingerprint battery](https://mysteriesdept.com/methods/MTH08JFXAYM4J2X/generator-competition-on-a-held-out-fingerprint-battery) M-T15 MTH [Held-out context scaling (Kneser-Ney orders 1-8)](https://mysteriesdept.com/methods/MTH08JFXA767X5C/held-out-context-scaling-kneser-ney-orders-1-8) M-T13 MTH [List-genre comparison (Latin Library texts)](https://mysteriesdept.com/methods/MTH08JFXBE87Y91/list-genre-comparison-latin-library-texts) M-T17 MTH [Null-glyph deletion](https://mysteriesdept.com/methods/MTH08JFX97Y19ZK/null-glyph-deletion) M-T9 MTH [Per-scribe variant choice, transition profile and error typology](https://mysteriesdept.com/methods/MTH08JFXAPT5N59/per-scribe-variant-choice-transition-profile-and-error) M-T14 MTH [Periodicity, transposition and isomorph battery](https://mysteriesdept.com/methods/MTH08JFX9QJ1JD6/periodicity-transposition-and-isomorph-battery) M-T11 MTH [Profile screen against 103 languages](https://mysteriesdept.com/methods/MTH08JFX79E1JSQ/profile-screen-against-103-languages) M-T1 MTH [Register by locus type (paragraph, label, ring, radial)](https://mysteriesdept.com/methods/MTH08JFX9044RZM/register-by-locus-type-paragraph-label-ring-radial) M-T8 MTH [Sequence structure: MI decay, compressibility, BPE curve, repeated phrases](https://mysteriesdept.com/methods/MTH08JFX80W51QQ/sequence-structure-mi-decay-compressibility-bpe-curve) M-T4 MTH ## Datasets used 2 [Glen Claston v101 transliteration GC2a (25 June 2025)](https://mysteriesdept.com/datasets/DAT08JFZGH65XJY/glen-claston-v101-transliteration-gc2a-25-june-2025) DAT [Zandbergen-Landini transliteration ZL3b (EVA, IVTFF 2.0, 13 May 2025)](https://mysteriesdept.com/datasets/DAT08JFZFSR41PZ/zandbergen-landini-transliteration-zl3b-eva-ivtff-2-0-13-may) DAT ## Sources consulted 54 [A Glyph Is Not a Letter, a Token Is Not a Word, a Space Is Not a Space](https://mysteriesdept.com/sources/SRC08JJ6EA05YRN/a-glyph-is-not-a-letter-a-token-is-not-a-word-a-space-is-not) SRC [A new Transliteration Alphabet brings new Evidence of Word Structure and Multiple "languages" in the Voynich Manuscript](https://mysteriesdept.com/sources/SRC0D8MTR8C6A9M/a-new-transliteration-alphabet-brings-new-evidence-of-word) SRC [A possible generating algorithm of the Voynich manuscript](https://mysteriesdept.com/sources/SRC08JHZ3Y07R9B/a-possible-generating-algorithm-of-the-voynich-manuscript) SRC [An elegant hoax? A possible solution to the Voynich manuscript](https://mysteriesdept.com/sources/SRC08JHY6MG0DDD/an-elegant-hoax-a-possible-solution-to-the-voynich) SRC [De furtivis literarum notis](https://mysteriesdept.com/sources/SRC0D8MQPKC5YTC/de-furtivis-literarum-notis) SRC [De subtilitate](https://mysteriesdept.com/sources/SRC0D8MQBC02PHV/de-subtilitate) SRC [Deciphering a Letter from the French Wars of Religion](https://mysteriesdept.com/sources/SRC0D8MRQJ27YCK/deciphering-a-letter-from-the-french-wars-of-religion) SRC [Demystifying the Scribes behind the Voynich Manuscript using Computational Linguistic Techniques](https://mysteriesdept.com/sources/SRC0D8MQVQE6D3K/demystifying-the-scribes-behind-the-voynich-manuscript-using) SRC [DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature](https://mysteriesdept.com/sources/SRC0D8MS66T3HHW/detectgpt-zero-shot-machine-generated-text-detection-using) SRC [Enciphered after all? Word-level Text Metrics are Compatible with some Types of Encipherment](https://mysteriesdept.com/sources/SRC0D8MQ8P22Y9G/enciphered-after-all-word-level-text-metrics-are-compatible) SRC [Error](https://mysteriesdept.com/sources/SRC0D8MSDS025S7/error) SRC [Fifteenth Century Cryptography](https://mysteriesdept.com/sources/SRC08JJ966G0ZFQ/fifteenth-century-cryptography) SRC [Fingerprinting Gibberish: A Quantitative Comparison of the Voynich and Sloane MS 3188](https://mysteriesdept.com/sources/SRC0D8MQ95P58T6/fingerprinting-gibberish-a-quantitative-comparison-of-the) SRC [From exemplar to copy: the scribal appropriation of a Hadewijch manuscript computationally explored](https://mysteriesdept.com/sources/SRC0D8MR5ZJ1EGK/from-exemplar-to-copy-the-scribal-appropriation-of-a) SRC [GLTR: Statistical Detection and Visualization of Generated Text](https://mysteriesdept.com/sources/SRC0D8MQZW87P83/gltr-statistical-detection-and-visualization-of-generated) SRC [Gibberish after All? Voynichese Is Statistically Similar to Human-Produced Samples of Meaningless Text](https://mysteriesdept.com/sources/SRC08JJ7T885G0C/gibberish-after-all-voynichese-is-statistically-similar-to) SRC [Has Gordon Rugg solved the mystery of the Voynich manuscript text? (part 1)](https://mysteriesdept.com/sources/SRC0D8MSW5Y5PQ0/has-gordon-rugg-solved-the-mystery-of-the-voynich-manuscript) SRC [Has Gordon Rugg solved the mystery of the Voynich manuscript text? (part 2)](https://mysteriesdept.com/sources/SRC0D8MSWDR3B3V/has-gordon-rugg-solved-the-mystery-of-the-voynich-manuscript) SRC [Historical Language Models in Cryptanalysis: Case Studies on English and German](https://mysteriesdept.com/sources/SRC0D8MS40G7G4P/historical-language-models-in-cryptanalysis-case-studies-on) SRC [Hoaxing Statistical Features of the Voynich Manuscript](https://mysteriesdept.com/sources/SRC08JJ8QHR0A6R/hoaxing-statistical-features-of-the-voynich-manuscript) SRC [Hoaxing the Voynich Manuscript, part 7: Producing the text](https://mysteriesdept.com/sources/SRC0D8MSTQ232M0/hoaxing-the-voynich-manuscript-part-7-producing-the-text) SRC [How many glyphs and how many scribes? Digital paleography and the Voynich manuscript](https://mysteriesdept.com/sources/SRC08JHRPVG4Z28/how-many-glyphs-and-how-many-scribes-digital-paleography-and) SRC [How the Voynich Manuscript Was Created](https://mysteriesdept.com/sources/SRC08JJ88X07VNB/how-the-voynich-manuscript-was-created) SRC [Keywords and co-occurrence patterns in the Voynich manuscript: an information-theoretic analysis](https://mysteriesdept.com/sources/SRC08JHX9B03EPJ/keywords-and-co-occurrence-patterns-in-the-voynich) SRC [Lack of confidence in approximate Bayesian computation model choice](https://mysteriesdept.com/sources/SRC0D8MSRRJ07K2/lack-of-confidence-in-approximate-bayesian-computation-model) SRC [Letter counting: a stem cell for Cryptology, Quantitative Linguistics, and Statistics](https://mysteriesdept.com/sources/SRC0D8MTKC47G75/letter-counting-a-stem-cell-for-cryptology-quantitative) SRC [Lost Manuscripts and Extinct Texts: A Dynamic Model of Cultural Transmission](https://mysteriesdept.com/sources/SRC0D8MQAMJ410R/lost-manuscripts-and-extinct-texts-a-dynamic-model-of) SRC [Manuel de critique verbale appliquée aux textes latins](https://mysteriesdept.com/sources/SRC0D8MR67C1D2Y/manuel-de-critique-verbale-appliquee-aux-textes-latins) SRC [Naibbe cipher paper](https://mysteriesdept.com/sources/SRC0D8MTFF40C2Q/naibbe-cipher-paper) SRC [New paper: Fifteenth Century Cryptography Revisited](https://mysteriesdept.com/sources/SRC0D8MSG7458A3/new-paper-fifteenth-century-cryptography-revisited) SRC [On the transmission of texts: written cultures as complex systems](https://mysteriesdept.com/sources/SRC0D8MQAWC72FF/on-the-transmission-of-texts-written-cultures-as-complex) SRC [Polygraphia III: The Cipher that Pretends to Be an Artificial Language](https://mysteriesdept.com/sources/SRC08JJ7BKG0H6E/polygraphia-iii-the-cipher-that-pretends-to-be-an-artificial) SRC [Regule ad extrahendum litteras zifferatas sine exemplo](https://mysteriesdept.com/sources/SRC08JJAJ4R2FW9/regule-ad-extrahendum-litteras-zifferatas-sine-exemplo) SRC [Review of The linguistics of the Voynich manuscript by Claire Bowern and Luke Lindemann](https://mysteriesdept.com/sources/SRC0D8MT8MC1TY9/review-of-the-linguistics-of-the-voynich-manuscript-by) SRC [Rightward and Downward Grapheme Distributions in the Voynich Manuscript](https://mysteriesdept.com/sources/SRC0D8MQVZ82ECA/rightward-and-downward-grapheme-distributions-in-the-voynich) SRC [Schwarzweisse Magie: Der Schlüssel zum dritten Buch der Steganographia des Trithemius](https://mysteriesdept.com/sources/SRC0D8MQTR646WX/schwarzweisse-magie-der-schlussel-zum-dritten-buch-der) SRC [Scribes and Scholars: A Guide to the Transmission of Greek and Latin Literature](https://mysteriesdept.com/sources/SRC0D8MSR1442GM/scribes-and-scholars-a-guide-to-the-transmission-of-greek) SRC [Solved: The Ciphers in Book III of Trithemius's Steganographia](https://mysteriesdept.com/sources/SRC0D8MSQHG5NH7/solved-the-ciphers-in-book-iii-of-trithemiuss-steganographia) SRC [Some important new statistical findings](https://mysteriesdept.com/sources/SRC08JHQAX84PKW/some-important-new-statistical-findings) SRC [Some types of scribal error in manuscripts of Pindar](https://mysteriesdept.com/sources/SRC0D8MTKKY1FVD/some-types-of-scribal-error-in-manuscripts-of-pindar) SRC and 14 more ## What it produced 2 [Reading Without a Key](https://mysteriesdept.com/sources/SRC0D8NJAWT22V4/reading-without-a-key) SRC [Survey: table-driven encoding procedures, 1380-1520, and process identification](https://mysteriesdept.com/sources/SRC0D8NJCKG5DMJ/survey-table-driven-encoding-procedures-1380-1520-and) SRC ## Cite it ``` Mysteries Department. (2026). Session 7: Phase 3: procedures, fragments, lists, transliteration; book v1.2 [Research session SES0D8CZNK07S90]. https://mysteriesdept.com/r/SES0D8CZNK07S90 ``` Key **SES** 0D8CZNK07S90 Kind Research session Number 7 Date 22 Oct 2026 Researchers apollo, Claude (Anthropic) Version 2 Added by [apollo](https://mysteriesdept.com/u/apollo) The record Every record is open data. Take this one as JSON, with its links and its history. [JSON](https://mysteriesdept.com/api/v1/records/SES0D8CZNK07S90)