We developed an internal visualization package (GPU scatter, collision, frame guides) to project empires, kingdoms, and figures into a readable space, anchored by kind in the four corners of the frame.
The point is not a graph effect. It is the quality of relations: what deserves to be brought close, what must stay distinct, and what stays silent for lack of sources.
The work advances with the corpus. As records sharpen, the constellation gains density — without claiming exhaustiveness.
A map of neighborhoods, powered by a tool we build ourselves.