CYGNET: Cypher Gate for Neural Execution Triage and Cost Containment 事件

CYGNET: Cypher Gate for Neural Execution Triage and Cost Containment arXiv:2606.04645v1 Announce Type: new Abstract: Language models acting as agents over knowledge graphs generate Cypher queries that fail structurally (crashing at the database) or semantically (executing but returning wrong results). We place a pre-execution gate between query generation and a production Neo4j database. The gate validates structure through a four-backend chain culminating in execution against a mirror graph at