{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:SZP7NHFLXCY2US4LBR3IBBR44J","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"d90d63e1d63dc01d3c5bb77c308637d81d1ee70c0e42dd09cfc03030c65e5b6a","cross_cats_sorted":["cs.LG","cs.SY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SY","submitted_at":"2026-06-26T12:13:58Z","title_canon_sha256":"fbe58d78ecc882342cb5b876f14bcc90212e1b0bdea51fde0bf53e76ae9e8110"},"schema_version":"1.0","source":{"id":"2606.28011","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.28011","created_at":"2026-06-29T01:14:55Z"},{"alias_kind":"arxiv_version","alias_value":"2606.28011v1","created_at":"2026-06-29T01:14:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.28011","created_at":"2026-06-29T01:14:55Z"},{"alias_kind":"pith_short_12","alias_value":"SZP7NHFLXCY2","created_at":"2026-06-29T01:14:55Z"},{"alias_kind":"pith_short_16","alias_value":"SZP7NHFLXCY2US4L","created_at":"2026-06-29T01:14:55Z"},{"alias_kind":"pith_short_8","alias_value":"SZP7NHFL","created_at":"2026-06-29T01:14:55Z"}],"graph_snapshots":[{"event_id":"sha256:207da0805f9b83f94fc9b1b2de9e097da088a97b8253b0977ca917f569abdddc","target":"graph","created_at":"2026-06-29T01:14:55Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2606.28011/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We propose an agentic Large Language Model (LLM) framework for active Fault-Tolerant Control (FTC) that transforms fault detection outputs into constraint-aware recovery actions grounded in plant-specific knowledge. The approach couples (i) a multi-agent workflow that decomposes operator duties into monitoring, planning, action synthesis, simulation, validation, and reprompting; (ii) a Digital Process Plant Twin (DPPT) that exposes plant data, models, and a simulation service for pre-execution testing; and (iii) a Graph Retrieval-Augmented Generation (Graph RAG) layer built on the CPSMod ontol","authors_text":"Artan Markaj, Felix Gehlhoff, Javal Vyas, Mehmet Mercang\\\"oz, Milapji Singh Gill","cross_cats":["cs.LG","cs.SY"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SY","submitted_at":"2026-06-26T12:13:58Z","title":"From Detection to Action: Using LLM Agents for Fault-Tolerant Control"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.28011","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:fcb8d6f57a759bf769152df9dc1873812e93dea19ff44b8bbaa509c8709eaa94","target":"record","created_at":"2026-06-29T01:14:55Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"d90d63e1d63dc01d3c5bb77c308637d81d1ee70c0e42dd09cfc03030c65e5b6a","cross_cats_sorted":["cs.LG","cs.SY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SY","submitted_at":"2026-06-26T12:13:58Z","title_canon_sha256":"fbe58d78ecc882342cb5b876f14bcc90212e1b0bdea51fde0bf53e76ae9e8110"},"schema_version":"1.0","source":{"id":"2606.28011","kind":"arxiv","version":1}},"canonical_sha256":"965ff69cabb8b1aa4b8b0c7680863ce2638cb819e71f961b08416430b968dc5b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"965ff69cabb8b1aa4b8b0c7680863ce2638cb819e71f961b08416430b968dc5b","first_computed_at":"2026-06-29T01:14:55.124549Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-29T01:14:55.124549Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"v8BKpFIZQCx8j8aSnH9Pxqet4SM1kbaNlVEvi0p9XgnIUwMW80Ud5KtcQM/jk3KvGcFkC2R0tD5O4+i/sMbvBw==","signature_status":"signed_v1","signed_at":"2026-06-29T01:14:55.125041Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.28011","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:fcb8d6f57a759bf769152df9dc1873812e93dea19ff44b8bbaa509c8709eaa94","sha256:207da0805f9b83f94fc9b1b2de9e097da088a97b8253b0977ca917f569abdddc"],"state_sha256":"fc4d712ad7371e89efc620df60b488a78a76e066bdc9806bd229aa36ef9b3467"}