{"as_of":"2026-08-16T01:58:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:31a148f127d373345ffbbe2b827fd8ab18ec7dc8565dd6fd9e69f5c9c74e1788","coverage":[{"denominator":42,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":42,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-08T23:57:03.488986Z","state":"measured"},{"denominator":46,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":46,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-15T06:32:42.880941+00:00","state":"measured"},{"denominator":4,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":4,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-15T21:20:41.415541Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-03T18:28:49.688386Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.04008","snapshot_observed_at":"2026-08-15T21:20:41.415541Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.10021","last_updated":"2025-05-15T07:07:14Z","snapshot_observed_at":"2026-08-15T21:16:17.135042Z","submitted_at":"2025-05-15T07:07:14Z","title":"Cross-Functional AI Task Forces (X-FAITs) for AI Transformation of Software Organizations","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-15T21:20:41.415541Z"},"links":{"cited_paper":"/paper/2502.04008","citing_paper":"/paper/2505.10021"},"observation_digest":"sha256:c99729342fb02e911ccff1ced9f1e3381c249ee3ed538cbebc245588958ab5f0","observation_id":"f5ebdf4e-ded0-478c-ac70-31815264ffd4","resolution":{"observed_at":"2026-08-15T21:20:41.415541Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"cited_work":{"arxiv_id":"2502.04008","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.04008","snapshot_observed_at":"2026-07-03T18:28:49.688386Z","title":"Automating a complete software test process using llms: An automotive case study","venue":null,"work_id":"e438a412-b5fc-4ace-934d-23cada52c9cb","year":2025},"citing_paper":{"arxiv_id":"2604.15270","last_updated":"2026-04-16T17:41:49Z","snapshot_observed_at":"2026-08-02T08:53:29.929171Z","submitted_at":"2026-04-16T17:41:49Z","title":"Enhancing Large Language Models with Retrieval Augmented Generation for Software Testing and Inspection Automation","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-10T10:40:30.734804Z"},"links":{"cited_paper":"/paper/2502.04008","citing_paper":"/paper/2604.15270"},"observation_digest":"sha256:66f2039458e0e9cf8b640b2d522600448c330abf71d06e64c30fb1e652ea708f","observation_id":"b8a19aec-2d3d-4b1e-9b2f-04800de0dad8","resolution":{"observed_at":"2026-05-10T10:44:37.965605Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"cited_work":{"arxiv_id":"2502.04008","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.04008","snapshot_observed_at":"2026-07-03T18:28:49.688386Z","title":"Automating a complete software test process using llms: An automotive case study","venue":null,"work_id":"e438a412-b5fc-4ace-934d-23cada52c9cb","year":2025},"citing_paper":{"arxiv_id":"2606.17197","last_updated":"2026-06-15T18:36:57Z","snapshot_observed_at":"2026-07-06T23:52:47.494791Z","submitted_at":"2026-06-15T18:36:57Z","title":"Cluster-Aware Dual-Level Test Specification Generation for Large-Scale Automotive Software Requirements","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-06-27T02:54:06.698644Z"},"links":{"cited_paper":"/paper/2502.04008","citing_paper":"/paper/2606.17197"},"observation_digest":"sha256:8b6d8bdd46733e76c3bf0d93aa2c6022e8759bf14f841a953e8835381dc281bd","observation_id":"e21af16e-1f5a-4378-ad8a-105a8519d937","resolution":{"observed_at":"2026-07-03T18:28:49.690129Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.04008","snapshot_observed_at":"2026-08-12T18:56:27.980469Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.10710","last_updated":"2026-08-11T09:31:18Z","snapshot_observed_at":"2026-08-14T23:11:09.102693Z","submitted_at":"2026-08-11T09:31:18Z","title":"LLM Ensemble Fault Classification for Automotive HiL Validation","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-12T18:56:27.980469Z"},"links":{"cited_paper":"/paper/2502.04008","citing_paper":"/paper/2608.10710"},"observation_digest":"sha256:d89baedf84dcb965f39a986ca3e3a7a2add6d6ef597860b38eb77c5bdb9b7379","observation_id":"7d76efd6-cb37-46a9-8f11-542eca98bc30","resolution":{"observed_at":"2026-08-12T18:56:27.980469Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2502.04008/citation-record","integrity":"/paper/2502.04008/integrity","json":"/paper/2502.04008/citation-record.json","paper":"/paper/2502.04008"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.944813Z","title":"Large language models for software engineering: Survey and open problems,","venue":null,"work_id":"50aeee62-73d8-43c4-8a20-bd404f4a6738","year":2023},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.345407Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:95bf978fca56deb27f11eec78775d3b42debf94449048ea70fd557be9b6b5244","observation_id":"b848e9da-6c8b-4b47-9e54-b84c0265391c","resolution":{"observed_at":"2026-08-08T23:57:03.947941Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.10620","last_updated":"2024-04-10T08:41:22Z","snapshot_observed_at":"2026-08-13T10:30:33.044991Z","submitted_at":"2023-08-21T10:37:49Z","title":"Large Language Models for Software Engineering: A Systematic Literature Review","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.10620","snapshot_observed_at":"2026-08-08T23:57:03.349664Z","title":"Large language models for software engineering: A systematic literature review,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.349664Z"},"links":{"cited_paper":"/paper/2308.10620","citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:cb4da7970de3afe3df268c817df1b0d9c8a9b55167d4de5b9e491b8bac2fdab0","observation_id":"143ce95f-62d5-4b17-8f5f-6d258e976fe6","resolution":{"observed_at":"2026-08-08T23:57:03.349664Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.935647Z","title":"Software testing with large language models: Survey, landscape, and vision,","venue":null,"work_id":"166d67af-a26a-4a99-ac20-e94342513818","year":2024},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.353632Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:4dfb6225a2396cca16e1345b33700d258eb4bb3329bc3f375349a8bf427eaa36","observation_id":"a12d89ad-f014-44c0-9e80-f13ca87b4d1e","resolution":{"observed_at":"2026-08-08T23:57:03.938980Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-08T23:57:03.357256Z","title":"Software testing with large language models: Survey, landscape, and vision,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.357256Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:8aa59313508a723ec583a537f5dcc257024e4d8f197c505af16b24eb27fb351a","observation_id":"b7014fde-e877-415b-8a1f-2d5ebfb19e95","resolution":{"observed_at":"2026-08-08T23:57:03.357256Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.05128","last_updated":"2023-10-05T09:12:07Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-04-11T10:43:43Z","title":"Teaching Large Language Models to Self-Debug","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.05128","snapshot_observed_at":"2026-08-08T23:57:03.361007Z","title":"Teaching large language models to self-debug,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.361007Z"},"links":{"cited_paper":"/paper/2304.05128","citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:41cd298dfaab3c2382a1958560dc902387ff92450074bbed28a6d471ff32c8cf","observation_id":"deabc935-c445-431c-bfc9-7bf40770e0b3","resolution":{"observed_at":"2026-08-08T23:57:03.361007Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.04207","last_updated":"2024-05-19T08:51:14Z","snapshot_observed_at":"2026-08-15T03:20:12.296090Z","submitted_at":"2023-05-07T07:17:08Z","title":"No More Manual Tests? Evaluating and Improving ChatGPT for Unit Test Generation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.04207","snapshot_observed_at":"2026-08-08T23:57:03.364792Z","title":"No more manual tests? evaluating and improving chatgpt for unit test generation,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.364792Z"},"links":{"cited_paper":"/paper/2305.04207","citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:eb9f8ca443939903f6a36b4798b1f2d7c2c272933c2216ae40dbdbe4a1d52d4e","observation_id":"1a75e154-1c36-42f9-9487-f7e85dd515db","resolution":{"observed_at":"2026-08-08T23:57:03.364792Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.921495Z","title":"Enhancing software development practices with ai insights in high-tech companies,","venue":null,"work_id":"00375e61-53a1-49fe-a30f-333d51e63c02","year":2024},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.368697Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:a481df7e9979132f2aeb98f0dc9520fd09c3fb89cd63c48685a77683a48ee2de","observation_id":"81b9e176-fddc-4487-846d-107f63ba4b6c","resolution":{"observed_at":"2026-08-08T23:57:03.924945Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.912729Z","title":"Intent-driven mobile gui testing with autonomous large language model agents,","venue":null,"work_id":"890a9811-2951-41c0-905c-603f4add9218","year":2024},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.372181Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:1250c33232ff8fe5ff2600c47339ef03570eef3b288b9388684dfdc880ef0af4","observation_id":"84deec45-e5c0-4fe3-89eb-d117b8aaac43","resolution":{"observed_at":"2026-08-08T23:57:03.916015Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.903659Z","title":"Towards autonomous test- ing agents via conversational large language models,","venue":null,"work_id":"f3c9f980-248e-4fea-8770-01e5ef31b5a4","year":2023},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.375613Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:113ed43affeb1205a225b925022a8f86bfeb68ffb0821bd9a2588f1aecd1437c","observation_id":"0718f461-0e35-41df-b6af-dc6d2ae06220","resolution":{"observed_at":"2026-08-08T23:57:03.907206Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.894698Z","title":"Llms and process mining: Challenges in rpa: Task grouping, labelling and connector recommen- dation,","venue":null,"work_id":"a3e6eb07-41b5-4c09-a595-d8d292869f25","year":2023},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.378963Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:fcf406a5161d0022c6313244db3c5379c9826b74a5f9c55b122eef95b7e4c954","observation_id":"cacab155-eec6-42b2-a0bd-f3e982dfd482","resolution":{"observed_at":"2026-08-08T23:57:03.898066Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.885433Z","title":"Llms for intelligent software testing: a comparative study,","venue":null,"work_id":"f534a055-7658-410e-bc01-d6454b413282","year":2024},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.382714Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:c8c708190d9e5db3930a3eb469641335e2f2a111ed9226bcfb6a379ba2d6a779","observation_id":"f5c18a5a-cee4-4ed2-ab1f-e66dc4fd592e","resolution":{"observed_at":"2026-08-08T23:57:03.888986Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.876269Z","title":"Testing restful apis: A survey,","venue":null,"work_id":"a93ced61-6741-4a12-86e2-7960672c6774","year":2023},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.386080Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:a9ac2d6d32f4694a0f024d3b37bb8c8b5477d6d6472bf98414b69d11f322e42c","observation_id":"23ddee20-4c0a-481d-adb1-2e53a57fd2a6","resolution":{"observed_at":"2026-08-08T23:57:03.879588Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.867138Z","title":"Modeling 3-tiered web applications,","venue":null,"work_id":"b12a3b4d-5da6-4f6b-8bcb-39a77475697c","year":2005},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.389702Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:20fc502c42fccbe9d083668c49b16f001255adb47b97c95c885b3ce00b7f0807","observation_id":"11cc2e62-5172-4fea-888e-945f570248e4","resolution":{"observed_at":"2026-08-08T23:57:03.870520Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.858326Z","title":"Openapi standard,","venue":null,"work_id":"54a85ff9-7132-4eed-9fa2-18229f0804f4","year":2023},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.393049Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:0ae7ae1df0a466bb528f9654c6d5b09d7df2729d8d136419403e3c9d30379525","observation_id":"87730134-5e65-4816-a294-1a3670875ab0","resolution":{"observed_at":"2026-08-08T23:57:03.861615Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.849218Z","title":"Openapi template,","venue":null,"work_id":"558919b0-c797-4c17-a163-fa9825f02393","year":2024},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.396259Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:858543fb9410b66051e1096caefa70534d79cb76f4604bc352aeae61639f165f","observation_id":"0c131bd9-aacf-4cc2-a4db-7f8eb4d1be5b","resolution":{"observed_at":"2026-08-08T23:57:03.852830Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.03714","last_updated":"2023-10-05T17:37:25Z","snapshot_observed_at":"2026-08-04T05:21:05.846165Z","submitted_at":"2023-10-05T17:37:25Z","title":"DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.03714","snapshot_observed_at":"2026-08-08T23:57:03.399659Z","title":"Dspy: Compiling declarative language model calls into self-improving pipelines,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.399659Z"},"links":{"cited_paper":"/paper/2310.03714","citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:4305644eadad3a56f98cb295820e10097232744e419c508a82521ea1618f16aa","observation_id":"0fef4e6f-2673-45a7-895c-277e70b06dfd","resolution":{"observed_at":"2026-08-08T23:57:03.399659Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.840689Z","title":"Introducing structured outputs in the api","venue":null,"work_id":"f85e80f8-9d9f-4ba2-b850-ce428aa1f471","year":2023},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.403520Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:9efa9c703a7e80c30bebd4c00df0f8212da6b08bee074bb222d1808e4968999c","observation_id":"0c299b20-13d0-4060-ac94-2928bec0f0cd","resolution":{"observed_at":"2026-08-08T23:57:03.843896Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.831670Z","title":"Fundamentals of creep, testing methods and development of test rig for the full-scale crossarm: A review,","venue":null,"work_id":"e13500a5-005f-4f1d-9f8d-efee5b5811f6","year":2019},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.406891Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:3317a4af67c6c8095bcc8d9adfcf52ae7c2cdb9b9b12ebed57232bcba69ac588","observation_id":"77d84c5f-b3d9-468e-b16a-ce608700f8ff","resolution":{"observed_at":"2026-08-08T23:57:03.835062Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.822557Z","title":"Testing restful apis: A survey,","venue":null,"work_id":"03d81528-dca8-45d9-8a28-35822ed2a5fb","year":2023},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.410174Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:e8d0143373b76680f9ad63d3b0c76bd51f7b5ddb6bcddf8ae02a9815146fc864","observation_id":"42b0a08f-c125-487e-a0bd-415ff30c34d0","resolution":{"observed_at":"2026-08-08T23:57:03.825992Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.814168Z","title":"Resource-based test case generation for restful web services,","venue":null,"work_id":"7a2157ca-7203-4a46-a461-cf0192607e40","year":2019},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.413345Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:18b62ec7afbb78ed4dea71d37a4258d93a7d5e641cf0b2bfa152204e69df3f8c","observation_id":"2b2cbb20-26dd-440f-ab1a-677c6e6b7d5f","resolution":{"observed_at":"2026-08-08T23:57:03.817384Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.805538Z","title":"Resource and dependency based test case generation for restful web services,","venue":null,"work_id":"e66fd008-4496-4554-9f14-3fee109d7198","year":2021},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.416903Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:f403ca18f74d26898eaba890482fe774cc69e6c4f51a66daa56fe4b402e05248","observation_id":"e3d8ed44-27be-4ee3-910c-dd56fff2be32","resolution":{"observed_at":"2026-08-08T23:57:03.808984Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.795404Z","title":"Automated black-and white-box testing of restful apis with evomaster,","venue":null,"work_id":"e8f05890-2a0f-410f-8fa9-ac159ad69d0c","year":2020},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.420266Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:31f94860769a08d6bb6cf7a9a24667137b39cea739ccf746ea0aeca490192aad","observation_id":"4630aba9-7ffc-464c-aa88-d487b30dcafa","resolution":{"observed_at":"2026-08-08T23:57:03.799478Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.776196Z","title":"Restful api automated test case generation with evomaster,","venue":null,"work_id":"0ff68523-5d72-42ea-b2f6-ffa98c3041f4","year":2019},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.426912Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:ad3e4797b8c17e140afcbf7cce9c136b562af0907d0486e57d7519ad0c6da62b","observation_id":"c282b1a9-efef-4291-a298-273803edeae4","resolution":{"observed_at":"2026-08-08T23:57:03.780002Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.766160Z","title":"Javascript instrumentation for search-based software testing: A study with restful apis,","venue":null,"work_id":"fa873017-bd7e-4d43-b4ca-9558cd33b004","year":2022},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.430146Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:e2a4134fd4e22f97ca299558af6159618d2b0549412c4fae2e06996d9d2a65bf","observation_id":"89bc5b94-aebd-4ac2-af4b-06ab978e51ea","resolution":{"observed_at":"2026-08-08T23:57:03.769960Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.755610Z","title":"Model-based testing of breaking changes in node. js libraries,","venue":null,"work_id":"f230dcba-8cdd-4b32-9fe2-e73b079449ef","year":2019},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.433498Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:acaf717fae93b08cb971678271b01702aab19dcfe6defb8daf7e027248d91925","observation_id":"6e284513-9057-4837-8f8b-81a155667b3c","resolution":{"observed_at":"2026-08-08T23:57:03.759492Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2005.11498","last_updated":"2020-05-23T09:17:41Z","snapshot_observed_at":"2026-08-11T12:26:10.984698Z","submitted_at":"2020-05-23T09:17:41Z","title":"Pythia: Grammar-Based Fuzzing of REST APIs with Coverage-guided Feedback and Learning-based Mutations","version":1},"cited_work":{"arxiv_id":"2005.11498","doi":null,"metadata_source":"pith","pith_arxiv_id":"2005.11498","snapshot_observed_at":"2026-08-08T23:57:03.558933Z","title":"Pythia: Grammar-Based Fuzzing of REST APIs with Coverage-guided Feedback and Learning-based Mutations","venue":"cs.SE","work_id":"d1734478-1555-4df3-bdc8-bb92e48e25d7","year":2020},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.436707Z"},"links":{"cited_paper":"/paper/2005.11498","citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:ccaeb97e2002292a174f1497bb7fa881c82571631bfb079232ec3872fa92c51d","observation_id":"f3a06d99-216a-493f-b5c0-4cc62814e832","resolution":{"observed_at":"2026-08-08T23:57:03.562766Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.744665Z","title":"Resttestgen: automated black-box testing of restful apis,","venue":null,"work_id":"d96dac88-59e8-4e3f-bec8-f3814b805340","year":2020},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.440367Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:ca33d75fea958f703d8444d5fb66fe121f9172c493601f3760eeb3138a663f8a","observation_id":"b5f8d214-dad4-46de-b0dd-58f24f57d0e2","resolution":{"observed_at":"2026-08-08T23:57:03.748685Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.732525Z","title":"Jsongen: A quickcheck based library for testing json web services,","venue":null,"work_id":"10edee6b-6ac0-4d54-8382-348606d5b041","year":2014},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.443802Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:ff8cd6215c7d5633a34a5e593dfceb915c75d6c0cde03a29acc8cc2aa9317960","observation_id":"c4ce24e7-0826-47e7-853f-c35ef47f3445","resolution":{"observed_at":"2026-08-08T23:57:03.736758Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.720365Z","title":"Test-the-rest: An approach to testing restful web-services,","venue":null,"work_id":"e63c767b-0b91-4e01-99da-9b30852b9bf5","year":2009},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.447252Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:c3e3c38fc96b00d7670e7a3bf956f280b49e4516b3e37a3198829fc9734b0a0f","observation_id":"465c4056-a3e2-4382-b17c-47855c31c8c6","resolution":{"observed_at":"2026-08-08T23:57:03.724487Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.707586Z","title":"Model-driven testing of restful apis,","venue":null,"work_id":"81ce11d9-cf89-4964-b3d7-d36f5d0e415c","year":2015},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.450584Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:e05ecabd24b5dbcadc16953e24cb86c21092f73b71fa1bffe28d7530a9d255a8","observation_id":"19152427-04f9-43f6-b84d-86d6ed603ec9","resolution":{"observed_at":"2026-08-08T23:57:03.711937Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.786289Z","title":"Test suite generation with the many independent objec- tive (mio) algorithm,","venue":null,"work_id":"348ea7a8-0288-4107-aa81-517604dead5e","year":2018},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.454094Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:797b57ea2e2aca01ad03717d5bd825b5500e2d2d573cee388b1ee5babd409596","observation_id":"7183582a-b89a-48ad-a55d-2c8436f6aee5","resolution":{"observed_at":"2026-08-08T23:57:03.789835Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.695801Z","title":"Intelligent rest api data fuzzing,","venue":null,"work_id":"186205bf-3ce8-469a-b8ab-8ce4f6aaec84","year":2020},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.457641Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:2c3cfcc690221ececebdeadba04d0700a26cfeed556c711758737fb9ce5eb89c","observation_id":"fb4f4672-2fcc-4d95-b598-8fa02367ce5a","resolution":{"observed_at":"2026-08-08T23:57:03.699771Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.683026Z","title":"Improving test case generation for rest apis through hierarchical clustering,","venue":null,"work_id":"fb57247c-bcbb-40f4-8e95-cf702a3f11c5","year":2021},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.460850Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:861f3bf28939eb7e8e0a54368c56f73a325f5b69a667197a77f9ab8275a50430","observation_id":"7bd10815-a841-452f-9841-f53e82230126","resolution":{"observed_at":"2026-08-08T23:57:03.687768Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2203.02906","last_updated":"2022-03-06T08:48:00Z","snapshot_observed_at":"2026-08-13T16:28:50.992909Z","submitted_at":"2022-03-06T08:48:00Z","title":"foREST: A Tree-based Approach for Fuzzing RESTful APIs","version":1},"cited_work":{"arxiv_id":"2203.02906","doi":null,"metadata_source":"pith","pith_arxiv_id":"2203.02906","snapshot_observed_at":"2026-08-08T23:57:03.541227Z","title":"foREST: A Tree-based Approach for Fuzzing RESTful APIs","venue":"cs.SE","work_id":"1e3a9175-9d5a-49a4-a643-723602931266","year":2022},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.463624Z"},"links":{"cited_paper":"/paper/2203.02906","citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:aa7027db005c2f693cc008176fe66773d457078fe6efb8119d0c6f69a968c044","observation_id":"e7a1d2a8-2ac7-496d-a60f-4981e9e27933","resolution":{"observed_at":"2026-08-08T23:57:03.547112Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.670687Z","title":"Restest: Black- box constraint-based testing of restful web apis,","venue":null,"work_id":"4460b72c-14d7-480f-b448-7342fecf565e","year":2020},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.466813Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:ed619cdc54a2bc5f881b9d21183d5dd135daa03dd550ae41c83a940af64bd78f","observation_id":"37511afd-350d-440a-91d8-5f6e40ba3c6f","resolution":{"observed_at":"2026-08-08T23:57:03.674686Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.658406Z","title":"Application of api automation test- ing based on microservice mode in industry software,","venue":null,"work_id":"9c366994-1caa-4dd8-a081-abfb796c8a6a","year":2024},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.470435Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:b215bfe5c437658c258af263847855c8d23a75e7b9a72a6e52b04fe0150b2235","observation_id":"98133d91-d812-4b05-b523-afc76244bafa","resolution":{"observed_at":"2026-08-08T23:57:03.662589Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.646651Z","title":"Optimizing microservices and api testing pipelines with ai,","venue":null,"work_id":"20719d0c-2815-482e-949f-c12fb81c362d","year":null},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.473529Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:9fce837cd42765671f2fdf742f4a7071594ddb0cc3ebe5a0236f066215cc74a5","observation_id":"5e047cbc-6190-41d8-8b3e-03ceedbec423","resolution":{"observed_at":"2026-08-08T23:57:03.650434Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.635211Z","title":"Leveraging large language models to improve rest api testing,","venue":null,"work_id":"59becf63-cfa8-4258-bd1d-d2332787b5eb","year":2024},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.476764Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:91a46a660c40b273d298914d4c0aa35baba52295841529df665aee81f14e611f","observation_id":"b81c8524-22b3-44ac-abf5-5e2cb1b8c66c","resolution":{"observed_at":"2026-08-08T23:57:03.639148Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.623670Z","title":"Kat: Dependency-aware automated api testing with large language models,","venue":null,"work_id":"ef4756f8-1c0f-4a6f-8ffc-ba51477ed870","year":2024},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.479772Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:fbded2b0773ad75d1c0a9e54d6af6856a00621f9d34fbe3567a0fbc4769e633c","observation_id":"5c649473-7675-4fcb-97c0-e53ac7d4d160","resolution":{"observed_at":"2026-08-08T23:57:03.627714Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T23:57:03.612073Z","title":"Automating rest api postman test cases using llm,","venue":null,"work_id":"aa16e392-d253-49d4-82cb-427ecbc7ff6f","year":2024},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.482860Z"},"links":{"citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:e64a2099c542e6fa14b07bcc9e1ff19ddd38bbeb56fd4b2e0dcc48025b4b2a9d","observation_id":"8eee4857-9fd1-4af0-a8da-eda2f503e682","resolution":{"observed_at":"2026-08-08T23:57:03.616010Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.05102","last_updated":"2025-07-15T19:25:43Z","snapshot_observed_at":"2026-08-14T16:09:04.325523Z","submitted_at":"2024-02-07T18:55:41Z","title":"You Can REST Now: Automated REST API Documentation and Testing via LLM-Assisted Request Mutations","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.05102","snapshot_observed_at":"2026-08-08T23:57:03.485789Z","title":"You can rest now: Automated specification inference and black-box testing of restful apis with large language models,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.485789Z"},"links":{"cited_paper":"/paper/2402.05102","citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:2d4488a2f3559a923a1e9ac824a073cb494da76a0e8ec8d0928860c1e5b58de7","observation_id":"cff3a969-d80e-4a4c-9f3f-6501bf704f9f","resolution":{"observed_at":"2026-08-08T23:57:03.485789Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.03838","last_updated":"2024-09-05T18:02:41Z","snapshot_observed_at":"2026-08-12T22:50:26.356882Z","submitted_at":"2024-09-05T18:02:41Z","title":"APITestGenie: Automated API Test Generation through Generative AI","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.03838","snapshot_observed_at":"2026-08-08T23:57:03.488986Z","title":"Apitestgenie: Automated api test generation through generative ai,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-08T23:57:03.488986Z"},"links":{"cited_paper":"/paper/2409.03838","citing_paper":"/paper/2502.04008"},"observation_digest":"sha256:524a958bce051e8445278b3033cc95040cce73a5e528a591bb15a5a4d1a46131","observation_id":"db23e269-cc29-42aa-ad05-cb3c0e786c7c","resolution":{"observed_at":"2026-08-08T23:57:03.488986Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2502.04008","last_updated":"2025-02-06T12:10:01Z","latest_version":1,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-14T00:54:28.724909Z","submitted_at":"2025-02-06T12:10:01Z","title":"Automating a Complete Software Test Process Using LLMs: An Automotive Case Study"},"reference_resolution":{"displayed":42,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":7,"verified_exact":2,"verified_fuzzy":33},"total_outbound_references":42},"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":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"thesis":"As of 16 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 4 inbound Pith citation observations for arXiv:2502.04008."}