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+---- Thread: A structured token-based approach to recurring patterns in the Voynich manuscript (/thread-5459.html)
A structured token-based approach to recurring patterns in the Voynich manuscript - ReneLueth - 18-03-2026
Hello,
I would like to present a structured approach I have been working on regarding recurring patterns in the Voynich manuscript.
My focus is not on a full linguistic translation, but on identifying stable, high-frequency token clusters and analyzing their functional role within the text.
The method is based on a fixed mapping of recurring sequences, applied consistently without interpretative adjustments.
When applying this approach, the text begins to show repeatable procedural structures, often following patterns such as:
substance → process → transformation
I am fully aware that many approaches to the Voynich manuscript have failed or overreached.
For that reason, I am not presenting a solution, but a model that can be tested, challenged, and potentially falsified.
I would be interested in your perspective on:
- the stability of recurring glyph clusters
- whether such a reduction approach is methodologically sound
- and how you would evaluate reproducibility in this context
If there is interest, I can provide concrete examples and mappings.
Best regards
René
RE: A structured token-based approach to recurring patterns in the Voynich manuscript - Mauro - 18-03-2026
RE: A structured token-based approach to recurring patterns in the Voynich manuscript - asteckley - 18-03-2026
RE: A structured token-based approach to recurring patterns in the Voynich manuscript - ReneLueth - 18-03-2026
RE: A structured token-based approach to recurring patterns in the Voynich manuscript - nablator - 18-03-2026
RE: A structured token-based approach to recurring patterns in the Voynich manuscript - Koen G - 18-03-2026