{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:V3A25XDRT7J5WABSI5RNJXSZ4V","short_pith_number":"pith:V3A25XDR","canonical_record":{"source":{"id":"2607.25446","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-07-28T08:35:21Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"afa9cb31bdcb9e4c5690b097ff64835d7b697632a8cc5bb7a429d745943f5623","abstract_canon_sha256":"26da65f35d4d3d77ce064d1199ea984edd48438631e732c5af275bd7f93dbe7b"},"schema_version":"1.0"},"canonical_sha256":"aec1aedc719fd3db00324762d4de59e54a1d48287a133f70122d1396a5bc0f17","source":{"kind":"arxiv","id":"2607.25446","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.25446","created_at":"2026-07-29T01:25:15Z"},{"alias_kind":"arxiv_version","alias_value":"2607.25446v1","created_at":"2026-07-29T01:25:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.25446","created_at":"2026-07-29T01:25:15Z"},{"alias_kind":"pith_short_12","alias_value":"V3A25XDRT7J5","created_at":"2026-07-29T01:25:15Z"},{"alias_kind":"pith_short_16","alias_value":"V3A25XDRT7J5WABS","created_at":"2026-07-29T01:25:15Z"},{"alias_kind":"pith_short_8","alias_value":"V3A25XDR","created_at":"2026-07-29T01:25:15Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:V3A25XDRT7J5WABSI5RNJXSZ4V","target":"record","payload":{"canonical_record":{"source":{"id":"2607.25446","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-07-28T08:35:21Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"afa9cb31bdcb9e4c5690b097ff64835d7b697632a8cc5bb7a429d745943f5623","abstract_canon_sha256":"26da65f35d4d3d77ce064d1199ea984edd48438631e732c5af275bd7f93dbe7b"},"schema_version":"1.0"},"canonical_sha256":"aec1aedc719fd3db00324762d4de59e54a1d48287a133f70122d1396a5bc0f17","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-29T01:25:15.954756Z","signature_b64":"kLp9ko9yMiq1iqGwTMt5dPhIOxB47oAld8y6OYiCk4EhvyjSPtBjeAPkV4p8b1/4sOozSlcbL7XV97+wWw81Cw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"aec1aedc719fd3db00324762d4de59e54a1d48287a133f70122d1396a5bc0f17","last_reissued_at":"2026-07-29T01:25:15.953914Z","signature_status":"signed_v1","first_computed_at":"2026-07-29T01:25:15.953914Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2607.25446","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-29T01:25:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"fjDsIX9sMwikV1H0devwo/5P1TF1Ae4OkzCCMRObmE4cxn7Fj7quEFzI3R3+p5KrxW/hxkRAfgpHWAuw1rS/CA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T07:22:27.991582Z"},"content_sha256":"f75cf297e570b84983653b61277d0570a561e9b6d891439215a7097b5653ff9a","schema_version":"1.0","event_id":"sha256:f75cf297e570b84983653b61277d0570a561e9b6d891439215a7097b5653ff9a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:V3A25XDRT7J5WABSI5RNJXSZ4V","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Toward an Organizational Science of Multi-Agent LLM Systems: Decoupling Who, How, and Which Algorithm","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"cs.AI","authors_text":"Huan Chen, Jian Jin, Liang-Jie Zhang, Pan Ren, Xiang Song","submitted_at":"2026-07-28T08:35:21Z","abstract_excerpt":"Multi-agent frameworks built on large language models (LLMs) routinely entangle three logically distinct concerns: who is on the team (organization), how members align (coordination), and which algorithm fuses their work (collaboration protocol). IMACS (Intelligent Multi-Agent Collaboration System) separates the three into orthogonal, independently swappable layers. Classic organizational theory (Belbin roles, Mintzberg coordination, RACI accountability) becomes executable, validated configuration, and the framework places six published collaboration algorithms behind a common interface while "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.25446","kind":"arxiv","version":1},"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/2607.25446/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":"2026-07-29T01:25:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"QG5Ng0Lc+yJ5zwYUnfEsyAMeoI+U1drHDqvlkQsXA9sKpp+YZWF5DfDuJY3+joqAHbKdrWIxlLYIwTcwkHonCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T07:22:27.992804Z"},"content_sha256":"d84977232946f8627c6272f22a42dee6ce45ae10084bb50099b24eca50a75c4d","schema_version":"1.0","event_id":"sha256:d84977232946f8627c6272f22a42dee6ce45ae10084bb50099b24eca50a75c4d"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/V3A25XDRT7J5WABSI5RNJXSZ4V/bundle.json","state_url":"https://pith.science/pith/V3A25XDRT7J5WABSI5RNJXSZ4V/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/V3A25XDRT7J5WABSI5RNJXSZ4V/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":"2026-08-04T07:22:27Z","links":{"resolver":"https://pith.science/pith/V3A25XDRT7J5WABSI5RNJXSZ4V","bundle":"https://pith.science/pith/V3A25XDRT7J5WABSI5RNJXSZ4V/bundle.json","state":"https://pith.science/pith/V3A25XDRT7J5WABSI5RNJXSZ4V/state.json","well_known_bundle":"https://pith.science/.well-known/pith/V3A25XDRT7J5WABSI5RNJXSZ4V/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:V3A25XDRT7J5WABSI5RNJXSZ4V","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":"26da65f35d4d3d77ce064d1199ea984edd48438631e732c5af275bd7f93dbe7b","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-07-28T08:35:21Z","title_canon_sha256":"afa9cb31bdcb9e4c5690b097ff64835d7b697632a8cc5bb7a429d745943f5623"},"schema_version":"1.0","source":{"id":"2607.25446","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.25446","created_at":"2026-07-29T01:25:15Z"},{"alias_kind":"arxiv_version","alias_value":"2607.25446v1","created_at":"2026-07-29T01:25:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.25446","created_at":"2026-07-29T01:25:15Z"},{"alias_kind":"pith_short_12","alias_value":"V3A25XDRT7J5","created_at":"2026-07-29T01:25:15Z"},{"alias_kind":"pith_short_16","alias_value":"V3A25XDRT7J5WABS","created_at":"2026-07-29T01:25:15Z"},{"alias_kind":"pith_short_8","alias_value":"V3A25XDR","created_at":"2026-07-29T01:25:15Z"}],"graph_snapshots":[{"event_id":"sha256:d84977232946f8627c6272f22a42dee6ce45ae10084bb50099b24eca50a75c4d","target":"graph","created_at":"2026-07-29T01:25:15Z","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/2607.25446/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Multi-agent frameworks built on large language models (LLMs) routinely entangle three logically distinct concerns: who is on the team (organization), how members align (coordination), and which algorithm fuses their work (collaboration protocol). IMACS (Intelligent Multi-Agent Collaboration System) separates the three into orthogonal, independently swappable layers. Classic organizational theory (Belbin roles, Mintzberg coordination, RACI accountability) becomes executable, validated configuration, and the framework places six published collaboration algorithms behind a common interface while ","authors_text":"Huan Chen, Jian Jin, Liang-Jie Zhang, Pan Ren, Xiang Song","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-07-28T08:35:21Z","title":"Toward an Organizational Science of Multi-Agent LLM Systems: Decoupling Who, How, and Which Algorithm"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.25446","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:f75cf297e570b84983653b61277d0570a561e9b6d891439215a7097b5653ff9a","target":"record","created_at":"2026-07-29T01:25:15Z","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":"26da65f35d4d3d77ce064d1199ea984edd48438631e732c5af275bd7f93dbe7b","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-07-28T08:35:21Z","title_canon_sha256":"afa9cb31bdcb9e4c5690b097ff64835d7b697632a8cc5bb7a429d745943f5623"},"schema_version":"1.0","source":{"id":"2607.25446","kind":"arxiv","version":1}},"canonical_sha256":"aec1aedc719fd3db00324762d4de59e54a1d48287a133f70122d1396a5bc0f17","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"aec1aedc719fd3db00324762d4de59e54a1d48287a133f70122d1396a5bc0f17","first_computed_at":"2026-07-29T01:25:15.953914Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-29T01:25:15.953914Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"kLp9ko9yMiq1iqGwTMt5dPhIOxB47oAld8y6OYiCk4EhvyjSPtBjeAPkV4p8b1/4sOozSlcbL7XV97+wWw81Cw==","signature_status":"signed_v1","signed_at":"2026-07-29T01:25:15.954756Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.25446","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f75cf297e570b84983653b61277d0570a561e9b6d891439215a7097b5653ff9a","sha256:d84977232946f8627c6272f22a42dee6ce45ae10084bb50099b24eca50a75c4d"],"state_sha256":"0c1cfeccb8ea1ca2f7e16b35d7940f38c08efb5fc0661633ca203aa618a48d15"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"vJzQyZsJBvRu+m0fgosFdbXNxJk+Z5ODihnc4TCQpQaqa7Ga9KAcCzQHZDCu+7vmllbnkc2iL3Aa7oaLYxKcAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-04T07:22:27.999274Z","bundle_sha256":"1a0766fa43c0484b59efe4a11d03369af141afe0e9fac381712ad038d517ecde"}}