None of your entities connect to each other directly yet; the canvas shows what each of them touches. Solid lines are records: a citation, an assignment, a model card naming its paper. Dashed lines are ours — cosine similarity over the embeddings, labelled with the number, and never to be read as a citation. Nodes are draggable; every card is a door to its page.

Eight neighbours are drawn per entity per column; anything past that is not on the canvas. Where an entity has more than 600 citations in one direction, those eight are the most-cited within the first 600 rows read rather than across all of them.