From USD Scenes to Knowledge Graphs: Zero-Shot Ontology Grounding with LLMs

Jiangtao Shuai, Zongxiong Chen, Manfred Hauswirth +1

Constructing knowledge graphs from 3D simulation scenes is essential for robot task reasoning, but the key bottleneck, grounding scene objects to formal ontology classes, still rel…