. . . . "xpSHACL: Explainable SHACL Validation using Retrieval-Augmented Generation and Large Language Models" . . . . . . . "GLAME" . . "KEL-DaR" . . "pyshacl" . . "https://www.github.com/gcpdev/xpshacl"^^ . . "xpSHACL is a novel, unified system that integrates rule-based justification trees, a Knowledge Graph for contextual enrichment and caching, and Large Language Models for natural language explanation generation. It synergizes symbolic reasoning with LLM capabilities, enhanced by KG-retrieved knowledge, to provide comprehensive and human-readable explanations for SHACL constraint violations. The KG actively supports the LLM in reasoning and ensuring consistency." . "xpSHACL" . . . . "2026-02-26T16:15:35.637Z"^^ . . . "LLM-KG assessment for paper 10.48550/arXiv.2507.08432" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" . "Kd1wasRuUDVwrKYrGIh9sPtDndRpTA0qeUMa6iWhrtTSypcujPOWdPEfDYRK+/qa0C57SfTPcVVdhulQ1YcFzc7AVG3yB7S2QBZYnenF5zMHskq9JGRulbKYaBtobzUjazrUAoFYMnMpmtnpC50kjl7LpKlT8ngfSy3eMFiUAQerLd2ORxh6GGB4rVPNK7fUv1ycOcpPLLVY1ReVQegR42quUR0FhIBKIs1tbOAfXKfu8V2GJUX/4/Z1PyVUs+ko7sDEnOJUMPCzicFKFAG14hlTsQZ+L3hKE1sYpmXl2aJ63iTT/3fMqjzYYMyX8J8AMFpTMfBbal8BLnh7431lEA==" . . .