The Kōbusho — Topic Map

UMAP projection of every essay, colored by topic — tight knots are cohesive topics, scattered points diffuse ones (σ spread in the legend). Hover a point for its title; click to open the essay.

Topic clusters for this project, grouped by an LLM with sub-groups from embedding structure. The map above plots each page by similarity; click a point to open it.

☰ Bakumatsu Military Units

☰ Kōbusho Kenjutsu Instructors

Edo-Period Swordsmen Biographical Notes

Tokugawa Retainer Martial Figures

☰ Shingyōtō-ryū Figures

☰ Tenpō Era Swordsmen

☰ Kenjutsu School Histories

☰ Jūjutsu and Archery Traditions