{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:4TYXFDDVD5GRL7WGK5DK64W7BC","short_pith_number":"pith:4TYXFDDV","canonical_record":{"source":{"id":"2506.22656","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-06-27T21:57:53Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"b4916206430794ca9498830ed0f1fac03ed5454716c83fa8a8eb99b10a0c2148","abstract_canon_sha256":"7147896d751f988bf15bbcb7ffe8435f29cac43a850a7949bb4253805a6cdab7"},"schema_version":"1.0"},"canonical_sha256":"e4f1728c751f4d15fec65746af72df08b6ae8cdcedb9cbf2f3c1da71abc54bcc","source":{"kind":"arxiv","id":"2506.22656","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.22656","created_at":"2026-07-05T11:28:42Z"},{"alias_kind":"arxiv_version","alias_value":"2506.22656v1","created_at":"2026-07-05T11:28:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.22656","created_at":"2026-07-05T11:28:42Z"},{"alias_kind":"pith_short_12","alias_value":"4TYXFDDVD5GR","created_at":"2026-07-05T11:28:42Z"},{"alias_kind":"pith_short_16","alias_value":"4TYXFDDVD5GRL7WG","created_at":"2026-07-05T11:28:42Z"},{"alias_kind":"pith_short_8","alias_value":"4TYXFDDV","created_at":"2026-07-05T11:28:42Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:4TYXFDDVD5GRL7WGK5DK64W7BC","target":"record","payload":{"canonical_record":{"source":{"id":"2506.22656","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-06-27T21:57:53Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"b4916206430794ca9498830ed0f1fac03ed5454716c83fa8a8eb99b10a0c2148","abstract_canon_sha256":"7147896d751f988bf15bbcb7ffe8435f29cac43a850a7949bb4253805a6cdab7"},"schema_version":"1.0"},"canonical_sha256":"e4f1728c751f4d15fec65746af72df08b6ae8cdcedb9cbf2f3c1da71abc54bcc","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:28:42.690408Z","signature_b64":"TYrK/11MK1NankfejWqrW1Uylca/Rf0lZSdMUZa7a+e9NrqjvcaYWVUlgMI9z0qttFYUaHId4KFDH84kp45yDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"e4f1728c751f4d15fec65746af72df08b6ae8cdcedb9cbf2f3c1da71abc54bcc","last_reissued_at":"2026-07-05T11:28:42.689910Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:28:42.689910Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2506.22656","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":"2026-07-05T11:28:42Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"n7F+ze8kLdTLcrkWhkB/q9CTZcKgGJpTnNrngX6eaQL9ZYZS4UYrDvht0frmVySog942k/kmMoJMJBxJKNhzCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T10:00:33.477159Z"},"content_sha256":"859f27b0e2a93870b6bc0d266a928bb22f40f93daf1c8c4d92a2e184210d2055","schema_version":"1.0","event_id":"sha256:859f27b0e2a93870b6bc0d266a928bb22f40f93daf1c8c4d92a2e184210d2055"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:4TYXFDDVD5GRL7WGK5DK64W7BC","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Knowledge-Guided Multi-Agent Framework for Automated Requirements Development: A Vision","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.SE","authors_text":"Dongming Jin, Jiangping Huang, Weisong Sun, Yang Liu, Zhi Jin","submitted_at":"2025-06-27T21:57:53Z","abstract_excerpt":"This paper envisions a knowledge-guided multi-agent framework named KGMAF for automated requirements development. KGMAF aims to address gaps in current automation systems for SE, which prioritize code development and overlook the complexities of requirements tasks. KGMAF is composed of six specialized agents and an artifact pool to improve efficiency and accuracy. Specifically, KGMAF outlines the functionality, actions, and knowledge of each agent and provides the conceptual design of the artifact pool. Our case study highlights the potential of KGMAF in real-world scenarios. Finally, we outli"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.22656","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/2506.22656/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":"2026-07-05T11:28:42Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ZEujpt2aac3RT8HQIP47ID658twYGWCEiZGfx8+rRTuYeS4IZA3VjshrUIpG+0vg0OSwtPLxbIO/oa8pqxgEDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T10:00:33.477651Z"},"content_sha256":"014466e11a7c26115115553226620f4ec009657c73bc126d879f1b454bc8a59a","schema_version":"1.0","event_id":"sha256:014466e11a7c26115115553226620f4ec009657c73bc126d879f1b454bc8a59a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/4TYXFDDVD5GRL7WGK5DK64W7BC/bundle.json","state_url":"https://pith.science/pith/4TYXFDDVD5GRL7WGK5DK64W7BC/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/4TYXFDDVD5GRL7WGK5DK64W7BC/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":"2026-08-09T10:00:33Z","links":{"resolver":"https://pith.science/pith/4TYXFDDVD5GRL7WGK5DK64W7BC","bundle":"https://pith.science/pith/4TYXFDDVD5GRL7WGK5DK64W7BC/bundle.json","state":"https://pith.science/pith/4TYXFDDVD5GRL7WGK5DK64W7BC/state.json","well_known_bundle":"https://pith.science/.well-known/pith/4TYXFDDVD5GRL7WGK5DK64W7BC/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:4TYXFDDVD5GRL7WGK5DK64W7BC","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":"7147896d751f988bf15bbcb7ffe8435f29cac43a850a7949bb4253805a6cdab7","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-06-27T21:57:53Z","title_canon_sha256":"b4916206430794ca9498830ed0f1fac03ed5454716c83fa8a8eb99b10a0c2148"},"schema_version":"1.0","source":{"id":"2506.22656","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.22656","created_at":"2026-07-05T11:28:42Z"},{"alias_kind":"arxiv_version","alias_value":"2506.22656v1","created_at":"2026-07-05T11:28:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.22656","created_at":"2026-07-05T11:28:42Z"},{"alias_kind":"pith_short_12","alias_value":"4TYXFDDVD5GR","created_at":"2026-07-05T11:28:42Z"},{"alias_kind":"pith_short_16","alias_value":"4TYXFDDVD5GRL7WG","created_at":"2026-07-05T11:28:42Z"},{"alias_kind":"pith_short_8","alias_value":"4TYXFDDV","created_at":"2026-07-05T11:28:42Z"}],"graph_snapshots":[{"event_id":"sha256:014466e11a7c26115115553226620f4ec009657c73bc126d879f1b454bc8a59a","target":"graph","created_at":"2026-07-05T11:28:42Z","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/2506.22656/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper envisions a knowledge-guided multi-agent framework named KGMAF for automated requirements development. KGMAF aims to address gaps in current automation systems for SE, which prioritize code development and overlook the complexities of requirements tasks. KGMAF is composed of six specialized agents and an artifact pool to improve efficiency and accuracy. Specifically, KGMAF outlines the functionality, actions, and knowledge of each agent and provides the conceptual design of the artifact pool. Our case study highlights the potential of KGMAF in real-world scenarios. Finally, we outli","authors_text":"Dongming Jin, Jiangping Huang, Weisong Sun, Yang Liu, Zhi Jin","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-06-27T21:57:53Z","title":"Knowledge-Guided Multi-Agent Framework for Automated Requirements Development: A Vision"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.22656","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":"sha256:859f27b0e2a93870b6bc0d266a928bb22f40f93daf1c8c4d92a2e184210d2055","target":"record","created_at":"2026-07-05T11:28:42Z","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":"7147896d751f988bf15bbcb7ffe8435f29cac43a850a7949bb4253805a6cdab7","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-06-27T21:57:53Z","title_canon_sha256":"b4916206430794ca9498830ed0f1fac03ed5454716c83fa8a8eb99b10a0c2148"},"schema_version":"1.0","source":{"id":"2506.22656","kind":"arxiv","version":1}},"canonical_sha256":"e4f1728c751f4d15fec65746af72df08b6ae8cdcedb9cbf2f3c1da71abc54bcc","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e4f1728c751f4d15fec65746af72df08b6ae8cdcedb9cbf2f3c1da71abc54bcc","first_computed_at":"2026-07-05T11:28:42.689910Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:28:42.689910Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"TYrK/11MK1NankfejWqrW1Uylca/Rf0lZSdMUZa7a+e9NrqjvcaYWVUlgMI9z0qttFYUaHId4KFDH84kp45yDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:28:42.690408Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.22656","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:859f27b0e2a93870b6bc0d266a928bb22f40f93daf1c8c4d92a2e184210d2055","sha256:014466e11a7c26115115553226620f4ec009657c73bc126d879f1b454bc8a59a"],"state_sha256":"d66c36fb475b2596fabb4f95bd75300f73e0ce98aa215620c8c9753e4793c10a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"XbXbPr9fRm0ypaReVU/ApAczYrdNA+HKFeJHDlvbfzFPus4TNK60XiyCY3aSgyFZoNTfSFGe8eqoD1EP8w55AQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T10:00:33.480952Z","bundle_sha256":"33fc0e27780281ca81ed0cb8580ef10d01e0ee26e4118aed2e9ba51ddfe4763a"}}