{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:KIFXVP63L77EBFZBQ6RQJYBFCR","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":"652f17a389d8f8d822202a35cd6012735ac546442511014a76850c74b5fe3350","cross_cats_sorted":["cond-mat.mtrl-sci","cs.CL","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2025-02-18T16:44:42Z","title_canon_sha256":"58df68c207f6ba254ca06d94d625830270f09da61da35aa4316f76fa13bfa364"},"schema_version":"1.0","source":{"id":"2502.13025","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.13025","created_at":"2026-07-05T10:16:28Z"},{"alias_kind":"arxiv_version","alias_value":"2502.13025v1","created_at":"2026-07-05T10:16:28Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.13025","created_at":"2026-07-05T10:16:28Z"},{"alias_kind":"pith_short_12","alias_value":"KIFXVP63L77E","created_at":"2026-07-05T10:16:28Z"},{"alias_kind":"pith_short_16","alias_value":"KIFXVP63L77EBFZB","created_at":"2026-07-05T10:16:28Z"},{"alias_kind":"pith_short_8","alias_value":"KIFXVP63","created_at":"2026-07-05T10:16:28Z"}],"graph_snapshots":[{"event_id":"sha256:1c803a6a1c8ab438e9e866b2b7af9e6307d6bfa162be57340b70301e5ae61478","target":"graph","created_at":"2026-07-05T10:16:28Z","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/2502.13025/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We present an agentic, autonomous graph expansion framework that iteratively structures and refines knowledge in situ. Unlike conventional knowledge graph construction methods relying on static extraction or single-pass learning, our approach couples a reasoning-native large language model with a continually updated graph representation. At each step, the system actively generates new concepts and relationships, merges them into a global graph, and formulates subsequent prompts based on its evolving structure. Through this feedback-driven loop, the model organizes information into a scale-free","authors_text":"Markus J. Buehler","cross_cats":["cond-mat.mtrl-sci","cs.CL","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2025-02-18T16:44:42Z","title":"Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.13025","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:a933d3bc5a3b8c7bda9dcfa7cbaf3046ad87c8fb521085bf7c2ed12089d42f5b","target":"record","created_at":"2026-07-05T10:16:28Z","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":"652f17a389d8f8d822202a35cd6012735ac546442511014a76850c74b5fe3350","cross_cats_sorted":["cond-mat.mtrl-sci","cs.CL","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2025-02-18T16:44:42Z","title_canon_sha256":"58df68c207f6ba254ca06d94d625830270f09da61da35aa4316f76fa13bfa364"},"schema_version":"1.0","source":{"id":"2502.13025","kind":"arxiv","version":1}},"canonical_sha256":"520b7abfdb5ffe40972187a304e025146248a6e8d980a698c9ca7b7d8217e8d5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"520b7abfdb5ffe40972187a304e025146248a6e8d980a698c9ca7b7d8217e8d5","first_computed_at":"2026-07-05T10:16:28.156048Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:16:28.156048Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ovDvadfxcaKKkFKLD8pz9XPe0eFehRZRglY3BZmhfcziGuuO/71Z3Ql8BGsIV83LO3IR1Oq7LxfRhW0asuPyAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:16:28.156544Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.13025","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a933d3bc5a3b8c7bda9dcfa7cbaf3046ad87c8fb521085bf7c2ed12089d42f5b","sha256:1c803a6a1c8ab438e9e866b2b7af9e6307d6bfa162be57340b70301e5ae61478"],"state_sha256":"44b3d7e8db32277855226c1a52062848a6361566d55e14211fc2d85b283cc44f"}