{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:BA4KFERA35N2FECFCMREGCZRTB","short_pith_number":"pith:BA4KFERA","canonical_record":{"source":{"id":"2404.01558","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-04-02T01:45:57Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"0832c0adf9a72f5733283862a1091dbc3369e79f4acb90490c41d8555b6e0f2b","abstract_canon_sha256":"f2465276fe7e634b559db59e6cf88d5f90bc708b2d34e3a7c129b0b0ea64296c"},"schema_version":"1.0"},"canonical_sha256":"0838a29220df5ba290451322430b319865a944a56d9912cc639a095b62b12d3d","source":{"kind":"arxiv","id":"2404.01558","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.01558","created_at":"2026-07-05T08:03:15Z"},{"alias_kind":"arxiv_version","alias_value":"2404.01558v1","created_at":"2026-07-05T08:03:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.01558","created_at":"2026-07-05T08:03:15Z"},{"alias_kind":"pith_short_12","alias_value":"BA4KFERA35N2","created_at":"2026-07-05T08:03:15Z"},{"alias_kind":"pith_short_16","alias_value":"BA4KFERA35N2FECF","created_at":"2026-07-05T08:03:15Z"},{"alias_kind":"pith_short_8","alias_value":"BA4KFERA","created_at":"2026-07-05T08:03:15Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:BA4KFERA35N2FECFCMREGCZRTB","target":"record","payload":{"canonical_record":{"source":{"id":"2404.01558","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-04-02T01:45:57Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"0832c0adf9a72f5733283862a1091dbc3369e79f4acb90490c41d8555b6e0f2b","abstract_canon_sha256":"f2465276fe7e634b559db59e6cf88d5f90bc708b2d34e3a7c129b0b0ea64296c"},"schema_version":"1.0"},"canonical_sha256":"0838a29220df5ba290451322430b319865a944a56d9912cc639a095b62b12d3d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:03:15.882040Z","signature_b64":"N9OPhHOfM0xW3VX1uBqD57Ov9d1PVh2LMXXpjmCzv0QITcTgY2MkM9bD2H7GbpHP7TQc+4K8eoWQ9WZt810FDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"0838a29220df5ba290451322430b319865a944a56d9912cc639a095b62b12d3d","last_reissued_at":"2026-07-05T08:03:15.881591Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:03:15.881591Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2404.01558","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":"2026-07-05T08:03:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0jeMKdmaziweC9QIS5AjisTNM1nHH7srEYdOkOF/kfm0kmFXcmO91/afximiBWTJtfDK0xUrDHrmE/7FfY+4BA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T06:19:48.389716Z"},"content_sha256":"29e969b3bff3cbbc67b1bb37d79a391f7391269580ee426f3342683345f2c285","schema_version":"1.0","event_id":"sha256:29e969b3bff3cbbc67b1bb37d79a391f7391269580ee426f3342683345f2c285"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:BA4KFERA35N2FECFCMREGCZRTB","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Automated User Story Generation with Test Case Specification Using Large Language Model","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.SE","authors_text":"Tajmilur Rahman, Yuecai Zhu","submitted_at":"2024-04-02T01:45:57Z","abstract_excerpt":"Modern Software Engineering era is moving fast with the assistance of artificial intelligence (AI), especially Large Language Models (LLM). Researchers have already started automating many parts of the software development workflow. Requirements Engineering (RE) is a crucial phase that begins the software development cycle through multiple discussions on a proposed scope of work documented in different forms. RE phase ends with a list of user-stories for each unit task identified through discussions and usually these are created and tracked on a project management tool such as Jira, AzurDev et"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.01558","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/2404.01558/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":"2026-07-05T08:03:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"pjELAxO6A54Tx1U3yzMHQJqLOfENgMap/S87b9bG1WzxBQoIu6PA44O+gBPPfDGFK/QAIMz1ct5rVzrdGrGtCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T06:19:48.390237Z"},"content_sha256":"cc6faea6629a6f94e2b48ff6e63d2963435aecff656fab92ff559bec5c3c6669","schema_version":"1.0","event_id":"sha256:cc6faea6629a6f94e2b48ff6e63d2963435aecff656fab92ff559bec5c3c6669"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/BA4KFERA35N2FECFCMREGCZRTB/bundle.json","state_url":"https://pith.science/pith/BA4KFERA35N2FECFCMREGCZRTB/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/BA4KFERA35N2FECFCMREGCZRTB/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":"2026-08-04T06:19:48Z","links":{"resolver":"https://pith.science/pith/BA4KFERA35N2FECFCMREGCZRTB","bundle":"https://pith.science/pith/BA4KFERA35N2FECFCMREGCZRTB/bundle.json","state":"https://pith.science/pith/BA4KFERA35N2FECFCMREGCZRTB/state.json","well_known_bundle":"https://pith.science/.well-known/pith/BA4KFERA35N2FECFCMREGCZRTB/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:BA4KFERA35N2FECFCMREGCZRTB","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":"f2465276fe7e634b559db59e6cf88d5f90bc708b2d34e3a7c129b0b0ea64296c","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-04-02T01:45:57Z","title_canon_sha256":"0832c0adf9a72f5733283862a1091dbc3369e79f4acb90490c41d8555b6e0f2b"},"schema_version":"1.0","source":{"id":"2404.01558","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.01558","created_at":"2026-07-05T08:03:15Z"},{"alias_kind":"arxiv_version","alias_value":"2404.01558v1","created_at":"2026-07-05T08:03:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.01558","created_at":"2026-07-05T08:03:15Z"},{"alias_kind":"pith_short_12","alias_value":"BA4KFERA35N2","created_at":"2026-07-05T08:03:15Z"},{"alias_kind":"pith_short_16","alias_value":"BA4KFERA35N2FECF","created_at":"2026-07-05T08:03:15Z"},{"alias_kind":"pith_short_8","alias_value":"BA4KFERA","created_at":"2026-07-05T08:03:15Z"}],"graph_snapshots":[{"event_id":"sha256:cc6faea6629a6f94e2b48ff6e63d2963435aecff656fab92ff559bec5c3c6669","target":"graph","created_at":"2026-07-05T08:03:15Z","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/2404.01558/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Modern Software Engineering era is moving fast with the assistance of artificial intelligence (AI), especially Large Language Models (LLM). Researchers have already started automating many parts of the software development workflow. Requirements Engineering (RE) is a crucial phase that begins the software development cycle through multiple discussions on a proposed scope of work documented in different forms. RE phase ends with a list of user-stories for each unit task identified through discussions and usually these are created and tracked on a project management tool such as Jira, AzurDev et","authors_text":"Tajmilur Rahman, Yuecai Zhu","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-04-02T01:45:57Z","title":"Automated User Story Generation with Test Case Specification Using Large Language Model"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.01558","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":"sha256:29e969b3bff3cbbc67b1bb37d79a391f7391269580ee426f3342683345f2c285","target":"record","created_at":"2026-07-05T08:03:15Z","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":"f2465276fe7e634b559db59e6cf88d5f90bc708b2d34e3a7c129b0b0ea64296c","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-04-02T01:45:57Z","title_canon_sha256":"0832c0adf9a72f5733283862a1091dbc3369e79f4acb90490c41d8555b6e0f2b"},"schema_version":"1.0","source":{"id":"2404.01558","kind":"arxiv","version":1}},"canonical_sha256":"0838a29220df5ba290451322430b319865a944a56d9912cc639a095b62b12d3d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0838a29220df5ba290451322430b319865a944a56d9912cc639a095b62b12d3d","first_computed_at":"2026-07-05T08:03:15.881591Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:03:15.881591Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"N9OPhHOfM0xW3VX1uBqD57Ov9d1PVh2LMXXpjmCzv0QITcTgY2MkM9bD2H7GbpHP7TQc+4K8eoWQ9WZt810FDA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:03:15.882040Z","signed_message":"canonical_sha256_bytes"},"source_id":"2404.01558","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:29e969b3bff3cbbc67b1bb37d79a391f7391269580ee426f3342683345f2c285","sha256:cc6faea6629a6f94e2b48ff6e63d2963435aecff656fab92ff559bec5c3c6669"],"state_sha256":"e6e9beed68d4e4235628404bcc08b6b9f2ebe0d9159e9ac5677ec2d3344bc55e"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"QoGvmtoyOxaDUNwfbjezj4Yf1dPxOVyr/N6FgVioNeRU7jgfpDVH3GUqN25TO3lKyr0VbpT4vDJ6Bk3wm/qTAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-04T06:19:48.395677Z","bundle_sha256":"3b2786198d58d0edd45a76ad6403d2379b898d8b167f9e75b6fa7fb41de909f7"}}