{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:CZA5H2HBV4BANLWPW2HC77U5CW","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":"7a088f627581be56f54361aadf7e1becd37b652c31f0b3026243090f28de86b2","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2026-08-02T02:06:23Z","title_canon_sha256":"895b2ea25fc9c5090c4b0b04a515fa7ba8894985602a0b7305be4c2a6746baad"},"schema_version":"1.0","source":{"id":"2608.00929","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.00929","created_at":"2026-08-04T01:55:51Z"},{"alias_kind":"arxiv_version","alias_value":"2608.00929v1","created_at":"2026-08-04T01:55:51Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.00929","created_at":"2026-08-04T01:55:51Z"},{"alias_kind":"pith_short_12","alias_value":"CZA5H2HBV4BA","created_at":"2026-08-04T01:55:51Z"},{"alias_kind":"pith_short_16","alias_value":"CZA5H2HBV4BANLWP","created_at":"2026-08-04T01:55:51Z"},{"alias_kind":"pith_short_8","alias_value":"CZA5H2HB","created_at":"2026-08-04T01:55:51Z"}],"graph_snapshots":[{"event_id":"sha256:6237dd790c1f75d5d4a9c204db7800928b9d144b71f2c62c2f496e565789b862","target":"graph","created_at":"2026-08-04T01:55:51Z","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/2608.00929/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Social dynamics encode the process in which individual network and discourse interactions aggregate into collective influence, narrative dominance and coordinate behavior. This paper uses the the GhostField architecture, a hybrid LLM-Enabled Agent Based Network-Dynamic (LAND) model as a social simulation framework to build the AuraSight scenario. In the AuraSight scenario, 314,244 heterogeneous cyber social agents and human actors exchange 529,327 messages over 30 days surrounding a fictional international song-writing contest. We methodologically examine emergent social dynamics across four a","authors_text":"Kathleen M. Carley, Lynnette Hui Xian Ng","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2026-08-02T02:06:23Z","title":"Modeling Social Dynamics with an LLM-Enabled Agent Based Network-Dynamic (LAND) Model"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.00929","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":"sha256:1720e1d4509b51f5fe549115f3fe4ebb04855a69724db07d1604d7a92b74d3c3","target":"record","created_at":"2026-08-04T01:55:51Z","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":"7a088f627581be56f54361aadf7e1becd37b652c31f0b3026243090f28de86b2","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2026-08-02T02:06:23Z","title_canon_sha256":"895b2ea25fc9c5090c4b0b04a515fa7ba8894985602a0b7305be4c2a6746baad"},"schema_version":"1.0","source":{"id":"2608.00929","kind":"arxiv","version":1}},"canonical_sha256":"1641d3e8e1af0206aecfb68e2ffe9d159e7b2e54e8f973256fdd7c8cca77baa0","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1641d3e8e1af0206aecfb68e2ffe9d159e7b2e54e8f973256fdd7c8cca77baa0","first_computed_at":"2026-08-04T01:55:51.927151Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-04T01:55:51.927151Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"4lAixoUF28BHtWxbTAYRojNqHtbgQMql0NnPvVi091BbEnsaaV45Amab1H8sNXczddKb+xugfMBEYNZreTgmAA==","signature_status":"signed_v1","signed_at":"2026-08-04T01:55:51.928633Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.00929","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1720e1d4509b51f5fe549115f3fe4ebb04855a69724db07d1604d7a92b74d3c3","sha256:6237dd790c1f75d5d4a9c204db7800928b9d144b71f2c62c2f496e565789b862"],"state_sha256":"1ec53d4bfa32c83775af1ba83cc185024d07ba452164563387cbdc67aaf2ee35"}