{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:LVLH4LPFZVSINZWWWHCYTYXPBO","short_pith_number":"pith:LVLH4LPF","canonical_record":{"source":{"id":"2406.13890","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-19T23:44:25Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"fa4defe2f653d0eeef5344979c2bc1cf7dc2622fb90dd018d4d3743d01f011e3","abstract_canon_sha256":"273f8a650d51ebdcd1bb10420d2969697f68a907b546b0533e041b758453bbef"},"schema_version":"1.0"},"canonical_sha256":"5d567e2de5cd6486e6d6b1c589e2ef0b81339ceac11bce51964cd7f9c8991512","source":{"kind":"arxiv","id":"2406.13890","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.13890","created_at":"2026-07-05T09:18:27Z"},{"alias_kind":"arxiv_version","alias_value":"2406.13890v2","created_at":"2026-07-05T09:18:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.13890","created_at":"2026-07-05T09:18:27Z"},{"alias_kind":"pith_short_12","alias_value":"LVLH4LPFZVSI","created_at":"2026-07-05T09:18:27Z"},{"alias_kind":"pith_short_16","alias_value":"LVLH4LPFZVSINZWW","created_at":"2026-07-05T09:18:27Z"},{"alias_kind":"pith_short_8","alias_value":"LVLH4LPF","created_at":"2026-07-05T09:18:27Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:LVLH4LPFZVSINZWWWHCYTYXPBO","target":"record","payload":{"canonical_record":{"source":{"id":"2406.13890","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-19T23:44:25Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"fa4defe2f653d0eeef5344979c2bc1cf7dc2622fb90dd018d4d3743d01f011e3","abstract_canon_sha256":"273f8a650d51ebdcd1bb10420d2969697f68a907b546b0533e041b758453bbef"},"schema_version":"1.0"},"canonical_sha256":"5d567e2de5cd6486e6d6b1c589e2ef0b81339ceac11bce51964cd7f9c8991512","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:18:27.397533Z","signature_b64":"yZF04Eu3ntR0Pxpp+c94lDHgrIYU0Mb7cSyK6bNHimjnO3eoGVYmWwW3zVjCVUNCU3BfzUdGDYsDHzOre0tlDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"5d567e2de5cd6486e6d6b1c589e2ef0b81339ceac11bce51964cd7f9c8991512","last_reissued_at":"2026-07-05T09:18:27.395009Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:18:27.395009Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2406.13890","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:18:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"NL6pQo2O8hwRdhoOftisFdgp+PxeTeV//Pa+9Ci+WWK5ySgEjlOiCZxF7YICBzUuV3s7Wh3W8BveSr9z0Ee9BA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-24T02:11:32.012166Z"},"content_sha256":"2a1b7438f3a891efe5212b0f8e7d93382cd27f2bbbf095a7acde9ac5c806f601","schema_version":"1.0","event_id":"sha256:2a1b7438f3a891efe5212b0f8e7d93382cd27f2bbbf095a7acde9ac5c806f601"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:LVLH4LPFZVSINZWWWHCYTYXPBO","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CL","authors_text":"Haitian Liu, Haoyuan Chai, Jiayi Wang, Li Zhu, Qian Chen, Renjun Zhang, Tengxiao Wu, Weishan Zhao, Weixiang Yan, Wen Wang, Xuandong Zhao, Yixin Zhang","submitted_at":"2024-06-19T23:44:25Z","abstract_excerpt":"LLMs have achieved significant performance progress in various NLP applications. However, LLMs still struggle to meet the strict requirements for accuracy and reliability in the medical field and face many challenges in clinical applications. Existing clinical diagnostic evaluation benchmarks for evaluating medical agents powered by LLMs have severe limitations. Firstly, most existing medical evaluation benchmarks face the risk of data leakage or contamination. Secondly, existing benchmarks often neglect the characteristics of multiple departments and specializations in modern medical practice"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.13890","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2406.13890/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:18:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"deXX3jsb1cNPrSWFhhk1WIXQsZYYuD84B7gOuwT4xz1l9R7Jv49l4NjziQhcrNXh64phdRGBjFGdVR+QjqTBBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-24T02:11:32.012512Z"},"content_sha256":"f3bb7f739e4d846179e45c7de760a4318e6ede4d804263b86bdea68c3e4552d9","schema_version":"1.0","event_id":"sha256:f3bb7f739e4d846179e45c7de760a4318e6ede4d804263b86bdea68c3e4552d9"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/LVLH4LPFZVSINZWWWHCYTYXPBO/bundle.json","state_url":"https://pith.science/pith/LVLH4LPFZVSINZWWWHCYTYXPBO/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/LVLH4LPFZVSINZWWWHCYTYXPBO/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-24T02:11:32Z","links":{"resolver":"https://pith.science/pith/LVLH4LPFZVSINZWWWHCYTYXPBO","bundle":"https://pith.science/pith/LVLH4LPFZVSINZWWWHCYTYXPBO/bundle.json","state":"https://pith.science/pith/LVLH4LPFZVSINZWWWHCYTYXPBO/state.json","well_known_bundle":"https://pith.science/.well-known/pith/LVLH4LPFZVSINZWWWHCYTYXPBO/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:LVLH4LPFZVSINZWWWHCYTYXPBO","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":"273f8a650d51ebdcd1bb10420d2969697f68a907b546b0533e041b758453bbef","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-19T23:44:25Z","title_canon_sha256":"fa4defe2f653d0eeef5344979c2bc1cf7dc2622fb90dd018d4d3743d01f011e3"},"schema_version":"1.0","source":{"id":"2406.13890","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.13890","created_at":"2026-07-05T09:18:27Z"},{"alias_kind":"arxiv_version","alias_value":"2406.13890v2","created_at":"2026-07-05T09:18:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.13890","created_at":"2026-07-05T09:18:27Z"},{"alias_kind":"pith_short_12","alias_value":"LVLH4LPFZVSI","created_at":"2026-07-05T09:18:27Z"},{"alias_kind":"pith_short_16","alias_value":"LVLH4LPFZVSINZWW","created_at":"2026-07-05T09:18:27Z"},{"alias_kind":"pith_short_8","alias_value":"LVLH4LPF","created_at":"2026-07-05T09:18:27Z"}],"graph_snapshots":[{"event_id":"sha256:f3bb7f739e4d846179e45c7de760a4318e6ede4d804263b86bdea68c3e4552d9","target":"graph","created_at":"2026-07-05T09:18:27Z","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/2406.13890/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"LLMs have achieved significant performance progress in various NLP applications. However, LLMs still struggle to meet the strict requirements for accuracy and reliability in the medical field and face many challenges in clinical applications. Existing clinical diagnostic evaluation benchmarks for evaluating medical agents powered by LLMs have severe limitations. Firstly, most existing medical evaluation benchmarks face the risk of data leakage or contamination. Secondly, existing benchmarks often neglect the characteristics of multiple departments and specializations in modern medical practice","authors_text":"Haitian Liu, Haoyuan Chai, Jiayi Wang, Li Zhu, Qian Chen, Renjun Zhang, Tengxiao Wu, Weishan Zhao, Weixiang Yan, Wen Wang, Xuandong Zhao, Yixin Zhang","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-19T23:44:25Z","title":"ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.13890","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":"sha256:2a1b7438f3a891efe5212b0f8e7d93382cd27f2bbbf095a7acde9ac5c806f601","target":"record","created_at":"2026-07-05T09:18:27Z","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":"273f8a650d51ebdcd1bb10420d2969697f68a907b546b0533e041b758453bbef","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-19T23:44:25Z","title_canon_sha256":"fa4defe2f653d0eeef5344979c2bc1cf7dc2622fb90dd018d4d3743d01f011e3"},"schema_version":"1.0","source":{"id":"2406.13890","kind":"arxiv","version":2}},"canonical_sha256":"5d567e2de5cd6486e6d6b1c589e2ef0b81339ceac11bce51964cd7f9c8991512","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5d567e2de5cd6486e6d6b1c589e2ef0b81339ceac11bce51964cd7f9c8991512","first_computed_at":"2026-07-05T09:18:27.395009Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:18:27.395009Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"yZF04Eu3ntR0Pxpp+c94lDHgrIYU0Mb7cSyK6bNHimjnO3eoGVYmWwW3zVjCVUNCU3BfzUdGDYsDHzOre0tlDA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:18:27.397533Z","signed_message":"canonical_sha256_bytes"},"source_id":"2406.13890","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2a1b7438f3a891efe5212b0f8e7d93382cd27f2bbbf095a7acde9ac5c806f601","sha256:f3bb7f739e4d846179e45c7de760a4318e6ede4d804263b86bdea68c3e4552d9"],"state_sha256":"0a66a5bac629c9b72cc94e8beebc49e51f4b16b305583d657d9c967ad4646d3f"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"lyxtnUXcLZgnnWIw24bUM3AUhAsJRd1yWxWEWwEStc4QZ2kLDodeBGze5gc6QzhcYR5xcnDSiKtf6lquA2jPDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-24T02:11:32.015639Z","bundle_sha256":"52da1f4a5d0f93eb1315927fdd37f00cc234a5037259ebe25b9c6dec97600546"}}