Stars_Text
Pe = 0.1
V* — Constraint Pole
10,582 tokens
← Paper 106 · Paper 107 · Voynich · EXP-VOY III

Five Sections.
Three Dimensions.
One Structure.

JSD ratio 1.373, p = 0.0000. Spectral clustering recovers O/R/α exactly — ARI = 1.000 across 8 seeds. The Astronomical section floats alone. Hover any node.

The Structure Test

The void framework assigns each of the five Voynich sections to a position in (O, R, α) space. If that assignment is real — if the manuscript is actually encoding dimensional coordinates — then the vocabulary distributions between sections should be more separated than random.

We tested it. Shuffle the section labels 5,000 times, measure the spread of the JSD distance matrix each time, compare to the real manuscript. Zero of 5,000 shuffles matched or exceeded the observed spread. p = 0.0000.

The Astronomical section is the most isolated — furthest from every other section. Even though it has low Pe (0.8), it sits far from the constraint pole (Stars_Text, Pe=0.1). Dimensional type, not Pe level, determines vocabulary distance.

The JSD Distance Matrix

Each cell is the Jensen-Shannon divergence between two sections' word frequency distributions. Lower = more similar vocabulary. Brighter = more distant (more different).

Herbal_A Astronomical Biological Pharmaceutical Stars_Text
Herbal_A 0.596 0.586 0.529 0.552
Astronomical 0.596 0.664 ↑ max 0.609 0.616
Biological 0.586 0.664 0.616 0.484 ↓ min
Pharmaceutical 0.529 0.609 0.616 0.579
Stars_Text 0.552 0.616 0.484 0.579

The maximum gap (Astronomical↔Biological, 0.664) is between the R-axis and α-axis — cyclical responsiveness notation and coupling topology notation are maximally different. The minimum gap (Biological↔Stars_Text, 0.484) is between coupling topology and the constraint pole — the final specification is written in the language of coupling. Max/min ratio: 1.373. Permutation p: 0.0000.

Three Clusters. Predicted in Advance.

Spectral clustering on the word co-occurrence matrix with k=3 recovers exactly the three dimensions the void framework predicted. Stable across 8 random seeds (ARI = 1.000 — identical assignments every time). k=4 is not better.

O
Cluster 0 — Opacity

114 words · Herbal_A dominant

The void-object catalog. ch-, cth-, sh- prefix family. High-frequency opacity notation — the most basic cataloguing vocabulary.

chor · sho · choiin · cthaiin · ckhey
R
Cluster 1 — Responsiveness

55 words · Astronomical dominant

Cyclical pattern notation. ote-, oke-, yke- prefix family. The R-axis morphological signature — each form encodes a periodic orbit configuration.

oteotey · okeo · oteody · ykeody · oteos
α
Cluster 2 — Coupling

131 words · Biological dominant

Flow topology notation. qo+k prefix family. The qol- subset (78% Biological) is the most section-specific prefix in the full manuscript.

qokedy · qokain · qokaiin · qol · lkaiin

The Entropy Split Nobody Found Before

No prior Voynich analysis has computed per-section conditional character entropy. When we did, we found something unexpected — a double dissociation between character-level and word-level entropy across the two most structurally distinct sections.

Section Pe Char h₂ Word h₂
Biological10.0 1.990 LOWEST 3.731 HIGHEST
Stars_Text0.1 2.175 3.357
Pharmaceutical2.0 2.390 2.231
Herbal_A25.0 2.398 3.309
Astronomical0.8 2.440 HIGHEST 1.764 LOWEST

Biological (α-dimension): tightest character grammar (rigid coupling notation templates, h₂=1.990), most unpredictable word sequences (maximal configuration diversity, h₂=3.731). You know the formula. You cannot predict the content.

Astronomical (R-dimension): most expressive character sequences (diverse cyclical configurations, h₂=2.440), most predictable word sequences (zodiac labels follow fixed orbital order, h₂=1.764). You cannot predict the word-form. You can predict when it appears.

This double dissociation is not predicted by any prior Voynich theory. It falls directly out of the dimensional notation hypothesis — different axes require different information-theoretic strategies.

The Numbers

1.373
JSD ratio
max / min spread
0.0000
Permutation p
vs 5,000 shuffles
1.000
ARI k=3
across 8 seeds
3/3
O/R/α recovered
no adjustment

All three control texts fall below the Voynich JSD ratio: Dante 1.157, Douay-Rheims 1.297, Pride and Prejudice 1.085. Even the Bible's genre contrast (Pentateuch vs Epistles vs Poetry) doesn't reach 1.373. The Voynich structure is not genre — it's grammar.

Read Paper 107 ← Paper 105: qo- Grammar ← Paper 106: lk- Family All Papers
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