A force-directed knowledge graph maps actors, directors, and films, with arrows on each link indicating the direction of relationships like "Acted in" or "Directed." Node color reflects group membership, while link thickness encodes a numeric value. The visualization uses d3.forceSimulation with charge, collision, and centering forces, plus drag and zoom interaction. It renders as SVG lines and paths, with relationship labels placed along curved paths using textPath.