Quipu: A Governed Bitemporal Knowledge Graph Store
Quipu’s central claim is that agent-written knowledge graphs need enforcement before facts enter the store.
The paper describes an embeddable graph store where writes pass through gates that check the pending post-state. It makes data, trust labels, verdicts, and rules bitemporal, and treats named graphs as the unit of authority. In its reported Census run, the gated store ended with none of six planted defects, while the ungated version kept all six. The authors also say exported records answered all 512 DEMM-Bench governance questions correctly under tested degradations. ArXiv · AI/CL/LG's note
The paper describes an embeddable graph store where writes pass through gates that check the pending post-state. It makes data, trust labels, verdicts, and rules bitemporal, and treats named graphs as the unit of authority. In its reported Census run, the gated store ended with none of six planted defects, while the ungated version kept all six. The authors also say exported records answered all 512 DEMM-Bench governance questions correctly under tested degradations. ArXiv · AI/CL/LG's note
score 4