{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:NXJEKJX4PVZSXZXJ6C57K22QES","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":"a95dacc24ba2ec165908c4f03e0bd283e33c932a5f67a78c0c1cb04100e89344","cross_cats_sorted":["cs.MA"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-02-25T13:12:55Z","title_canon_sha256":"61e0c970c4cf25c30c1de47415905d0d65f53ac41af20ea7d9ca04945b2a4c3a"},"schema_version":"1.0","source":{"id":"2502.18180","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.18180","created_at":"2026-07-05T10:21:07Z"},{"alias_kind":"arxiv_version","alias_value":"2502.18180v2","created_at":"2026-07-05T10:21:07Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.18180","created_at":"2026-07-05T10:21:07Z"},{"alias_kind":"pith_short_12","alias_value":"NXJEKJX4PVZS","created_at":"2026-07-05T10:21:07Z"},{"alias_kind":"pith_short_16","alias_value":"NXJEKJX4PVZSXZXJ","created_at":"2026-07-05T10:21:07Z"},{"alias_kind":"pith_short_8","alias_value":"NXJEKJX4","created_at":"2026-07-05T10:21:07Z"}],"graph_snapshots":[{"event_id":"sha256:ed5f299dcb3165b73a74e20f10ff6f664e49f20b1c2595704d58917baa242d94","target":"graph","created_at":"2026-07-05T10:21:07Z","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/2502.18180/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Advancements in Multimodal Large Language Models (MLLMs) have improved human motion understanding. However, these models remain constrained by their \"instruct-only\" nature, lacking interactivity and adaptability for diverse analytical perspectives. To address these challenges, we introduce ChatMotion, a multimodal multi-agent framework for human motion analysis. ChatMotion dynamically interprets user intent, decomposes complex tasks into meta-tasks, and activates specialized function modules for motion comprehension. It integrates multiple specialized modules, such as the MotionCore, to analyz","authors_text":"Jenq-Neng Hwang, Jiaang Li, Jianhao Wang, Lei Li, Sen Jia, Serge Belongie, Zhaochong An","cross_cats":["cs.MA"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-02-25T13:12:55Z","title":"ChatMotion: A Multimodal Multi-Agent for Human Motion Analysis"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.18180","kind":"arxiv","version":2},"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:d1273ed1fcb78539875392e34462428bfe2c8c55080c8c3c9ad81c512885fa12","target":"record","created_at":"2026-07-05T10:21:07Z","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":"a95dacc24ba2ec165908c4f03e0bd283e33c932a5f67a78c0c1cb04100e89344","cross_cats_sorted":["cs.MA"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-02-25T13:12:55Z","title_canon_sha256":"61e0c970c4cf25c30c1de47415905d0d65f53ac41af20ea7d9ca04945b2a4c3a"},"schema_version":"1.0","source":{"id":"2502.18180","kind":"arxiv","version":2}},"canonical_sha256":"6dd24526fc7d732be6e9f0bbf56b50249f8c5bb3aa83189af8d48e1d5c9f1314","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6dd24526fc7d732be6e9f0bbf56b50249f8c5bb3aa83189af8d48e1d5c9f1314","first_computed_at":"2026-07-05T10:21:07.847101Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:21:07.847101Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"bMxa709RoW3PkuDTdv+aRMQJc2BymNkAVPnjEHUb4nemY0dPbneY1RHPLA/JlF9dJOtmlDmdKrCWd46avRzTDA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:21:07.847571Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.18180","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d1273ed1fcb78539875392e34462428bfe2c8c55080c8c3c9ad81c512885fa12","sha256:ed5f299dcb3165b73a74e20f10ff6f664e49f20b1c2595704d58917baa242d94"],"state_sha256":"7a65bdf5eebe4f8439d871eff598e59ff2aad2d8b5908592aee8a3f84c5b231e"}