{"as_of":"2026-08-07T11:53:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:b10c96b29ccbff6d1d58ac940dcb2eb4b76b7e7873597d111982993855a02fa8","coverage":[{"denominator":45,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":45,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-11T13:32:25.037160Z","state":"measured"},{"denominator":45,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":45,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2607.04786/citation-record","integrity":"/paper/2607.04786/integrity","json":"/paper/2607.04786/citation-record.json","paper":"/paper/2607.04786"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:da68c82796d4092965d633ebcb4e9b287bd9f1a78078fdc541f0e24934e9d73f","observation_id":"d5bb63df-6e6b-4516-8c4e-a00602cbcd87","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":"2022.Effective Software Testing: A developer’s guide","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:0d2a7ec2cfe4994a12e299a8debe5507d575b10e30fd0b50b46a0cbc35e9fdb3","observation_id":"a4b14626-de5c-435f-b4f8-1fb7b96284d1","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:94fb90f7169e40473f2ba0351880f7dfbb0c68b02e75fdedcb36234f6b975504","observation_id":"f853f175-0d62-43d8-8995-6551f0f435aa","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.04226","last_updated":"2023-03-07T20:36:13Z","snapshot_observed_at":"2026-07-06T14:59:53.901528Z","submitted_at":"2023-03-07T20:36:13Z","title":"A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.04226","snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"cited_paper":"/paper/2303.04226","citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:5e6183ab1876517b57b5859955d5be5131aca50e58cef273f5428817c4170569","observation_id":"eacdcb20-857b-4fe6-a9e8-6a30f3b0f0b3","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:6281fce3d9c9053a0760b5bf329649f2adb2059f8d28b8a73c3c19ec7009fab6","observation_id":"b9b87252-10d1-40f4-82a8-9bf9570676a7","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03216","last_updated":"2025-12-12T11:26:32Z","snapshot_observed_at":"2026-07-06T17:25:35.493362Z","submitted_at":"2024-02-05T17:26:49Z","title":"M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.03216","snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":"arXiv:2402.03216 [cs.CL]","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"cited_paper":"/paper/2402.03216","citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:c3ed7bee062af0422bae35243bdbccecd4ccc4f0f8a32a42bdd74c3e12150629","observation_id":"c7f0dfc8-d4cb-40cd-bca2-4a97e610d62a","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:f8e99c84b816f664b92f1106f54f4195196c208c62510551e2c09dccc46c6de2","observation_id":"46170973-9b77-4df3-9e57-48d4cccf343b","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:59466718611bce4b0ab1130965aa89a76b73861cf8145273cc3729d47d5445ab","observation_id":"c18eb6b3-66c9-43a7-bf0e-0fd9b13b8e74","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2025.107803","doi":"10.1016/j.infsof.2025.107803","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":null,"venue":"Information and Software Technology","work_id":"c88bdf50-63ae-4be9-8175-f3fdd76da907","year":2025},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:86472571b8b7dee199fb5d033d5e61290496097979f97d59d82bc726ecf19ea1","observation_id":"a888c56d-44c4-46d9-ab44-58c923a50676","resolution":{"observed_at":"2026-07-11T13:38:02.541376Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-07-12T02:20:27.219879+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-12T02:20:27.219879+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:893d3bb228a66692ca8f477f8c09d88e0d54acf41cb332b0dc62bc17c45d5011","observation_id":"e6de07aa-7723-4019-9c9d-27fe0ee69f55","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:93979e6b60916f1ee33031c9f0cbbd704f7421786979d8c8830bde7a80d30b16","observation_id":"1a50abaf-8cb6-4b23-90c6-8dff37045307","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.10941","last_updated":"2025-03-13T22:57:28Z","snapshot_observed_at":"2026-07-06T20:52:23.480352Z","submitted_at":"2025-03-13T22:57:28Z","title":"Graph-Grounded LLMs: Leveraging Graphical Function Calling to Minimize LLM Hallucinations","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.10941","snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"cited_paper":"/paper/2503.10941","citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:33c8fe7006d05d4670af7bf5125f21f8fbdbe3a29a1c0a3031befc0cd3a0ef55","observation_id":"d90de33f-d6c7-49fd-8998-7db9329f15a2","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:fe609745d3e78bb1f1fadfee481e2d0884e814d8414ee873e2db201ea04a42d2","observation_id":"bc3db27e-988d-4bf4-80e4-a04d94475daa","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:6407631e26264af341a3fb32c544b975a9a6e7c83c9213a80dd2682d2d23e72a","observation_id":"fe1d5f7b-a96c-4a69-bbf3-d0cc86f20fe8","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":"In2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE)","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:ecff7fe00d5ebe741375635b157d1e41fd0f28b40edf753deb1db849c74fe240","observation_id":"db15692e-fece-4cc7-9f63-e73933063282","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:62c620b461e4a66f176e6995600fbfe96b81124101ed53c3d61a31544874f55e","observation_id":"f692a89d-ec13-4982-8245-01856a3cb47c","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:eb2f1877307d206ca7b2a80f1a5c9b8ac0a72fa6a7aacb93e4bd73984059a527","observation_id":"b8d60e5b-9e7b-4f44-9479-031d69477834","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2604.09552","last_updated":"2026-06-05T13:56:30Z","snapshot_observed_at":"2026-08-03T06:07:39.172822Z","submitted_at":"2026-01-31T03:09:47Z","title":"MCERF: Advancing Multimodal LLM Evaluation of Engineering Documentation with Enhanced Retrieval","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2604.09552","snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":"Doris, Amir Mo- hammad Vahedi, Daniele Grandi, Faez Ahmed, and Hongyi Xu","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"cited_paper":"/paper/2604.09552","citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:61f09c376e3c41b5d70f9b5f55b031f52b2e6c7fcd8562025a21b58b320bb626","observation_id":"0988b2e5-909f-4d3a-9713-2d873a177f03","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:5cf1fb96acf990c6725899e4c568daf53f670a6d316efdad9bb192b02f975ff2","observation_id":"d8f16016-1d39-43f4-bca3-8323b6223d14","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":"LangChain","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:24b868f2af0ecc97a02b8ddfb53383a070003995b08a2cae46bca34a80035521","observation_id":"d6db3fc6-bff8-427f-ac96-6a3dc37fa6dc","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:7b4dd45f4c091bacfab5b02b42cca87f625ab6a093407bc649fa9d7759bb690c","observation_id":"b77287c8-0b74-4924-a18e-20e09b055c95","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2025.353096","doi":"10.1109/access.2025.3530960","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":null,"venue":"IEEE Access","work_id":"7f79d0ab-ba36-46f7-bed9-ef86896c4e3b","year":2025},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:d53c10a88369464161c874e8c6f868922fd68bbb3d7caa9fa10121fb171a71ad","observation_id":"2d8dd039-66b8-4e2f-82d4-b02e40fac7cf","resolution":{"observed_at":"2026-07-11T13:38:02.544700Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-07-12T02:20:28.199158+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-12T02:20:28.199158+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.06416","last_updated":"2025-07-03T07:06:08Z","snapshot_observed_at":"2026-07-06T19:13:07.499181Z","submitted_at":"2024-09-10T10:55:48Z","title":"Exploring the Integration of Large Language Models in Industrial Test Maintenance Processes","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.06416","snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"cited_paper":"/paper/2409.06416","citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:4ab41b0e4299db9c0feea860062a76302df0b3cbd76c465e9321c0a7d6a32ea4","observation_id":"22e136d0-2bf7-4e58-b677-835c6380182e","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:c9df805096aee52ea728313a0774f450791fe2d0f44ce578ca93775bea880aff","observation_id":"691df968-c372-4434-aee0-d8763019157f","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:44a5c5b5fa44518133372833b0d36fb79eaec372e05aeb5873d60afb89185a56","observation_id":"a0cfae76-5272-40fa-a21c-a3b555ef7436","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:e6bc51cfd5bc00d8f26d1177f8cb412be35b9ed5078744a733cbeba4e07a70a9","observation_id":"3e81c2dc-1eb1-4096-a0d7-7d521108aedc","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":"2014.Git in practice","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:c1bcfc43867475a682290bbbdaa0e088240b8c81f2f599d6c2846db4df7ce149","observation_id":"32d17c5f-e87d-4522-b119-3950d2eba76f","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:0b0584367a528c40bbdc81ccdb1323bfbb74710ace4b62922a558d1c0652a758","observation_id":"82d8ca26-fd85-4255-a688-350df1f05d69","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:13da67a2759e7725db2ffa367d1663457a12499bfa96c98308369782b527b67e","observation_id":"6a49d6f9-8862-4281-9127-6505f700192c","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:f95de9e95d6b10980e4430bbb18b8ffc9212ff616b71fb21c4c5973bee8163d3","observation_id":"51c3fdd5-9469-4f03-910c-3b13590a7cb8","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":"2009.The probabilistic relevance frame- work: BM25 and beyond","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:5f91a22aaf0bc462c4c760465d279bcf57bdb9d0cd5ab1286d34556ae4252861","observation_id":"61ab83dc-6048-4a07-993e-0e7ac324cac0","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":1979},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:de66a487bd5ed864148f92504d0ee632c9476ccadf9251a9eec80ea0bd06b9b5","observation_id":"fea76424-f347-4bbb-ab48-f70ac2cd3264","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:7eb3ab5f0637b7bc621b0866fb0c895d2eed57cdb52d152633a58cad53aca604","observation_id":"50c30355-d382-4de3-b034-d5929fc58290","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:b43774cbb0c5cea5e6b6efa560c4f86ce92d1ad8d9a4be89efdcaf819a56a010","observation_id":"97e4d747-9418-45c0-8a3e-29f3bec2afb5","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.09388","last_updated":"2025-05-14T13:41:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-05-14T13:41:34Z","title":"Qwen3 Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.09388","snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"cited_paper":"/paper/2505.09388","citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:241f7cae966808bf18f5a8a5a51b0595a2bcbbd762f8af4b8169975b68e4147a","observation_id":"5e7d9a44-15e2-44a7-bfc5-c2950b49cb59","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:fcc81f57de1a593b17dd24d7a0f93ec23c4c88ffcb40c44b791c84a7b82b7f2e","observation_id":"9407b61c-647a-4a9d-878e-8089065b4a60","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:75aa2cf968b55b28bcf29f84ba22bba4ce53bbb81ff8c9168f279213f973c7fd","observation_id":"6d51a587-aaf5-4b18-9168-5a613265465b","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:8eb9d1eb2c9a3f926bfdf34c89638c2b3f35fa9a619aebae7fa92105ad8bf79a","observation_id":"98201119-154f-4f86-bbf4-21393a219e25","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:e067b48e5aa8db4ec390e8641526f654cd6117570b41969b55cf8b13b057de75","observation_id":"6556d71d-9657-418e-9630-abbd7554cb53","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:80b95a7b465d94440872f4558cbdf724bded4daacfe4137169b0a736924bef4a","observation_id":"ef57077e-71b9-46de-b1b8-9132c0c7e25e","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2109.00859","last_updated":"2021-09-02T12:21:06Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2021-09-02T12:21:06Z","title":"CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2109.00859","snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"cited_paper":"/paper/2109.00859","citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:afe26ae26746b73d4c14c1fe85934e05cdfaf8234c81098524f91a2dbb1e0fbe","observation_id":"398a9f79-1672-4279-a3fc-8929f922b1b8","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:d9d087ac150db37beca2dd32cf1a9cb90fcfe8d37905770bc5f031522c200283","observation_id":"daedf73d-face-44c2-81e9-698a4f2c8ba7","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:41bf7a943ea61807af8eb0f745b3d2d6b52c33c0c3c69eb07c0299010b136c7c","observation_id":"b20d9ecf-2b86-45b6-b933-350c2a9e5d89","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:d8bb0c0459468f8222bb44fc398feb41a67775b94ddd5ae4727ca944f564bc27","observation_id":"6532e35b-bb25-4876-9493-f2a4d514df31","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.18223","last_updated":"2026-03-18T05:34:39Z","snapshot_observed_at":"2026-08-06T23:27:24.356320Z","submitted_at":"2023-03-31T17:28:46Z","title":"A Survey of Large Language Models","version":19},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.18223","snapshot_observed_at":"2026-07-11T13:32:25.037160Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-07-11T13:32:25.037160Z"},"links":{"cited_paper":"/paper/2303.18223","citing_paper":"/paper/2607.04786"},"observation_digest":"sha256:b0008334e71858371e79df693913afb1f78bcb4769df9a08c21469d302777adf","observation_id":"dc124516-4b93-4541-855b-c2733075cfef","resolution":{"observed_at":"2026-07-11T13:32:25.037160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.04786","last_updated":"2026-07-06T08:20:04Z","latest_version":1,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-07T04:06:58.858273Z","submitted_at":"2026-07-06T08:20:04Z","title":"An Exploration of Agentic Information Fusion for Test Maintenance Prediction"},"reference_resolution":{"displayed":45,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":43,"verified_exact":2,"verified_fuzzy":0},"total_outbound_references":45},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.04786."}