{"as_of":"2026-08-15T00:41:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:7a3e5734997907d1e3d9448853cf04bc18f420019be82322ab4b077d8e025667","coverage":[{"denominator":48,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":48,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T17:48:33.465216Z","state":"measured"},{"denominator":49,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":49,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-14T06:32:32.682623+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T23:49:32.630354Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-08-06T23:49:32.716181Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"cited_work":{"arxiv_id":"2412.08581","doi":null,"metadata_source":"pith","pith_arxiv_id":"2412.08581","snapshot_observed_at":"2026-08-06T23:49:32.716181Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","venue":"cs.SE","work_id":"d72c3448-d806-419c-94e5-03e75be895d9","year":2024},"citing_paper":{"arxiv_id":"2506.16136","last_updated":"2025-06-19T08:42:11Z","snapshot_observed_at":"2026-08-13T22:09:50.188152Z","submitted_at":"2025-06-19T08:42:11Z","title":"Seeing is Fixing: Cross-Modal Reasoning with Multimodal LLMs for Visual Software Issue Fixing","version":1},"reference_index":93,"source":"pdf_text","source_observed_at":"2026-08-06T23:49:32.630354Z"},"links":{"cited_paper":"/paper/2412.08581","citing_paper":"/paper/2506.16136"},"observation_digest":"sha256:771943734a89bf838cd45e2e3b44d71c60e898f59e28f78c662509f22ab26b9f","observation_id":"feee25c2-6bdb-4aac-8b52-42c3b9523900","resolution":{"observed_at":"2026-08-06T23:49:32.723328Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2412.08581/citation-record","integrity":"/paper/2412.08581/integrity","json":"/paper/2412.08581/citation-record.json","paper":"/paper/2412.08581"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T17:48:35.254223Z","title":null,"venue":null,"work_id":"e80f0690-b350-471c-b75d-6255dcdc1853","year":2015},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:32.900537Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:c38a394b7c3336efd6c670697fa48ead3dbd792da33ca49e7ecab6e6f4c84459","observation_id":"cb6605e4-a558-4082-b5cc-05e83b76bac0","resolution":{"observed_at":"2026-08-11T17:48:35.259535Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:35.238747Z","title":null,"venue":null,"work_id":"55f78834-e22e-462e-a74d-94c37ef3db8c","year":2000},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:32.906811Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:54bad657cf515e0a2df80e58c823b9e505bdf60b533568efa2ce88d3be3bbe48","observation_id":"eda38cfe-0297-4952-8e2c-663d05951e8f","resolution":{"observed_at":"2026-08-11T17:48:35.244061Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:35.219049Z","title":null,"venue":null,"work_id":"ae2afda6-f640-4ec8-b1bd-4bca5cc19fcb","year":2004},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:32.912191Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:d686419c2d5deeb34a1d048c6ffc866f88ddff2267aaef53000216797a4efa4a","observation_id":"fea837c2-7cc1-4734-b56f-1865f7cefa3d","resolution":{"observed_at":"2026-08-11T17:48:35.225729Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:32.917347Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:32.917347Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:ad085606d1067a40ff64d2159499106ef65e12e348cff9e86005545b5efc09b2","observation_id":"f38aaed8-1b57-4acd-b5f6-dc4bbd5b4eee","resolution":{"observed_at":"2026-08-11T17:48:32.917347Z","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":"2026-08-11T17:48:32.965327Z","title":null,"venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:32.965327Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:8777b23e8835e3e8c7a52085130d562a446506492169f70cd7d7cd7c94c094d4","observation_id":"f57a46a3-9919-4383-97bb-27a4379b507d","resolution":{"observed_at":"2026-08-11T17:48:32.965327Z","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":"2026-08-11T17:48:34.997837Z","title":null,"venue":null,"work_id":"7fe488b0-ba22-410f-9e8f-3809ba3066d7","year":2004},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:32.992501Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:9d40b9098cde300d68043047950560a3426c0f5a57ab0b8947d03ff1004bfdcd","observation_id":"49571176-e001-4c6d-b03e-8be74446ac4a","resolution":{"observed_at":"2026-08-11T17:48:35.045063Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.942132Z","title":null,"venue":null,"work_id":"877e7763-8cf3-4684-9aa7-2d7bd04eb936","year":2013},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.013738Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:cc37a6393f96214144f8e37e7b3076b4c34b695834d32c11e139bc7f882073ba","observation_id":"ba9ec8e8-bd0c-467f-ae1d-8f3d86601d82","resolution":{"observed_at":"2026-08-11T17:48:34.947351Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.926223Z","title":null,"venue":null,"work_id":"ba7ec20d-7e9c-4dfa-8985-6611aa12b34c","year":2006},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.032361Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:f993f15b9dfe6057a7d5016891cd48fc6fb3370b1fd969f7363eecacbfedbc5c","observation_id":"7ed58875-f102-4417-a391-b0d298d416e4","resolution":{"observed_at":"2026-08-11T17:48:34.931302Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.908860Z","title":null,"venue":null,"work_id":"7182e106-679e-4925-b2ce-d2ebc837e6e6","year":2018},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.073885Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:06d691108915eadc9032d61b00aca87ca05f568375532fbb3c0bc5ab6c011f42","observation_id":"46029660-05f2-4ae7-a825-ace9320feb0a","resolution":{"observed_at":"2026-08-11T17:48:34.914577Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.892517Z","title":null,"venue":null,"work_id":"07683b5b-d27b-4750-9e4d-d6280123e453","year":2023},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.089070Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:777d335c7f6bafbe8a32781b2d1fc1e7e9109612447f095ae518d87b65d5584e","observation_id":"aa862a24-4954-4529-ace7-596f7dcc8c08","resolution":{"observed_at":"2026-08-11T17:48:34.897803Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.876017Z","title":null,"venue":null,"work_id":"ea30c46d-4730-4c7d-b184-0c6039cb31e2","year":2024},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.142053Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:1a45e7b7833ff5d3125a828e51ffe7416558bf4d7a3131d07a58e0721447d922","observation_id":"acd57c8e-e70d-47ed-bab8-051cc5d691cc","resolution":{"observed_at":"2026-08-11T17:48:34.881524Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.858438Z","title":null,"venue":null,"work_id":"ac8d42d0-9ff4-4064-99f2-ef2c45f2ef1a","year":2022},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.174931Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:281cab35590e812eeeed3f7143cff554910ed5d994fcd6dfe7f111058b9c89c7","observation_id":"3f95cb3b-b8f6-4744-8bfa-1d371c68d809","resolution":{"observed_at":"2026-08-11T17:48:34.864374Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.840910Z","title":null,"venue":null,"work_id":"0e9c7230-f275-4e7d-8b99-760cda4ceb8b","year":null},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.180117Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:df3863ab8e5781f476ff098b499edb687762bbbf1ef3890c1d0b83a99c6c7c05","observation_id":"1152aaa3-8933-454d-bf3f-7c69098a20e8","resolution":{"observed_at":"2026-08-11T17:48:34.846190Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.580690Z","title":null,"venue":null,"work_id":"d383d922-130a-4d6b-bae0-7eff78bc84c6","year":2022},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.190827Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:d107a394b568eb3015c0ed81ac8c5937ad5c14763c0ae37db68d28fe5f7a9ee0","observation_id":"b2efdd45-cdae-447e-8d2b-1ca435a962af","resolution":{"observed_at":"2026-08-11T17:48:34.650445Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.540129Z","title":null,"venue":null,"work_id":"707227be-60dc-4d4c-806d-68df4fae149f","year":2014},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.196005Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:d23d2c6cdcc14c3f54cf2b553724e71cf53218200a86f2bfa69400bb8849d58e","observation_id":"fe28d8f7-ab45-46d9-a23b-13d36039cc63","resolution":{"observed_at":"2026-08-11T17:48:34.545475Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.523074Z","title":null,"venue":null,"work_id":"7c5af275-c52f-4206-9850-6c9ce25c3f07","year":2012},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.200999Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:5d53234d44b959ecfaf46467c3660e82e1854c3ee72dd704f918baa0fcd8526f","observation_id":"dfeced78-e658-45cb-a792-0f391898023e","resolution":{"observed_at":"2026-08-11T17:48:34.528760Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.505868Z","title":null,"venue":null,"work_id":"40c35705-784f-41a6-8176-5b321543cc5b","year":2005},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.205999Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:74bfcc8a4d6bbeb59974fcd0fd26ad4be4a49517d215fdfbf5ecafa362fce44e","observation_id":"faa6b733-5252-4a9b-9edc-05140b84a91f","resolution":{"observed_at":"2026-08-11T17:48:34.511046Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:33.210963Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.210963Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:3b7374182d1a020e2688d91967dc157c8018a7b786345c5c96cf4c9cb5aa00da","observation_id":"98708dc5-dd2b-4510-a614-68868aecf849","resolution":{"observed_at":"2026-08-11T17:48:33.210963Z","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":"2026-08-11T17:48:34.478560Z","title":null,"venue":null,"work_id":"33551700-bdcb-4103-8a47-49b8971ccf1b","year":2008},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.216167Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:0baaa46066a443d8941a8b02f348b394f1a7483b1ea9d495949bc5d01e9a20d9","observation_id":"bc8a183f-02c5-4fb8-8519-4914b0ef2135","resolution":{"observed_at":"2026-08-11T17:48:34.483999Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.463162Z","title":null,"venue":null,"work_id":"ee5533b1-4df3-42c2-9252-10aab6d6593b","year":1999},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.220882Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:6ec1408c402aa92ed7f9520811d6a0eb0c5a65442f3d9ac715345aa5a39a5e8a","observation_id":"d045d745-2233-45c1-a754-e5b9ef94b985","resolution":{"observed_at":"2026-08-11T17:48:34.468193Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:33.226430Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.226430Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:814eb56a0ecee3b22152388471d9417e2fd7c1c995b1fb226800d1693dc96318","observation_id":"b2535265-ac0e-4f77-87b7-08ad0ea0c2c4","resolution":{"observed_at":"2026-08-11T17:48:33.226430Z","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":"2026-08-11T17:48:34.276292Z","title":null,"venue":null,"work_id":"343ea372-fe5b-4dbb-b8fe-6d3523027cff","year":2020},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.231055Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:f5f281527eb3558259ad4c7349f73a76a7d271d9c4256329fdcdaafccdc00147","observation_id":"6eba3ade-1454-4bde-87ee-acf3cc0c1eb6","resolution":{"observed_at":"2026-08-11T17:48:34.361001Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.234017Z","title":null,"venue":null,"work_id":"f818d029-7583-44ef-8d7a-cbf6a26ad301","year":1932},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.235676Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:83e85f9c1e1f1edd80c9057daaae162e01bf5f6f259358dd75fc256f0e1496f6","observation_id":"34edd925-5ac0-41f6-a511-a63999357bdd","resolution":{"observed_at":"2026-08-11T17:48:34.238938Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.218364Z","title":null,"venue":null,"work_id":"6505b28c-e804-4841-8864-f8661df9aa5f","year":2023},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.240431Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:dbe4804eada0d2a6d6142303dadca684fb4b889421434612d903f214a25e0395","observation_id":"c4c46823-94dc-4cf5-afcb-e7b387258e2a","resolution":{"observed_at":"2026-08-11T17:48:34.223295Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.201285Z","title":null,"venue":null,"work_id":"afb59790-1066-4291-87bd-abaf24bbada1","year":2024},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.245285Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:452d754efebd4bdfb854811f392aba6fe0e9bb1e693f14cbba81a1debf7ad835","observation_id":"d2825c1c-28d0-4daa-a5a4-bbb794e80715","resolution":{"observed_at":"2026-08-11T17:48:34.206776Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.184259Z","title":null,"venue":null,"work_id":"dc524096-5d1f-4948-8210-bf96c6497037","year":2003},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.249601Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:69754e7639e1517d71add2427bde3ef78d709ad9dd739f5ced3de9cb9f31bf3b","observation_id":"2b8c501a-733a-49ed-a85a-da854d69d88f","resolution":{"observed_at":"2026-08-11T17:48:34.189358Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.167082Z","title":null,"venue":null,"work_id":"85d009ee-53ca-4966-a906-15cce7d41744","year":2023},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.254585Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:30c859d53ed55d5b2d1760870d09ae16e97312df782e920855618d1a26a6db0f","observation_id":"42cb6812-f4d3-468e-8f0c-cd4622a5df4f","resolution":{"observed_at":"2026-08-11T17:48:34.172360Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:33.259121Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.259121Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:d38f9725f8efee4ec40a96746448d357c77461a8e6d980a444ff6a4ceeb612a4","observation_id":"e37dca04-5a03-43bd-bb74-d905e4c51f79","resolution":{"observed_at":"2026-08-11T17:48:33.259121Z","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":"2026-08-11T17:48:34.003632Z","title":null,"venue":null,"work_id":"3ae85ad6-0bbb-4592-bd53-e35699bf038b","year":2014},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.263879Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:5ffdd99bb093b989d32892aea341cdc56ec5efd4a7e605edaf3e89b927ecb015","observation_id":"46caeeb2-63da-46ed-b5d1-70c30490ca7e","resolution":{"observed_at":"2026-08-11T17:48:34.062048Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2208.06213","last_updated":"2022-10-17T15:05:02Z","snapshot_observed_at":"2026-08-13T14:46:06.472643Z","submitted_at":"2022-08-12T10:48:46Z","title":"What is it like to program with artificial intelligence?","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2208.06213","snapshot_observed_at":"2026-08-11T17:48:33.268723Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.268723Z"},"links":{"cited_paper":"/paper/2208.06213","citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:55246dfe5350ac5f39a113bfd002b3808288d9462acc80d0512715dc8b7b47c7","observation_id":"6ec48432-b552-4135-8037-2e98e1c5da7b","resolution":{"observed_at":"2026-08-11T17:48:33.268723Z","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":"2026-08-11T17:48:33.920975Z","title":null,"venue":null,"work_id":"8592cbb7-8402-41e5-8ca2-dca89398bf76","year":2024},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.274101Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:30d59710cd227a78f136d1168a057f8f29d3e33c1c7ffbe6481ade8860bb8193","observation_id":"55a1a7db-c25d-43c0-8eaa-659ad1622d11","resolution":{"observed_at":"2026-08-11T17:48:33.955213Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:33.784561Z","title":null,"venue":null,"work_id":"bc543723-2122-444c-8721-14763329e4dd","year":2022},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.278621Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:bf115de47f7a0d6e5b73c4a12250dd1aa18e6d0b1c85126a874fcf057277a4bf","observation_id":"68d5c505-3d1e-4d31-a827-5d22140811d4","resolution":{"observed_at":"2026-08-11T17:48:33.815350Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:33.767994Z","title":null,"venue":null,"work_id":"64a1b205-5d42-499b-9f30-dd40f2a50f49","year":2023},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.283263Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:711fb33a9f8705dbe970e804ff3f8d54c5fb02c265fde0aac2cf54373930705a","observation_id":"8d0937ec-ed51-4c53-8120-dd7968eaa934","resolution":{"observed_at":"2026-08-11T17:48:33.772878Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:33.752272Z","title":null,"venue":null,"work_id":"99411b99-9f1a-4e78-8162-529d4effd989","year":2024},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.287926Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:a86f34dc6bf62c193d4ff76d037105034259b01a84b990308b9607bf41b15d87","observation_id":"922a32e0-bff4-44a5-b49b-5935e87111b8","resolution":{"observed_at":"2026-08-11T17:48:33.757446Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:33.293040Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.293040Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:7c2930c57ca5f9710c79f575c1b67c61474769d2893cca17fe532f0b9e9b76bc","observation_id":"70128b62-812f-4f5a-a04f-9fc0c4206b53","resolution":{"observed_at":"2026-08-11T17:48:33.293040Z","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":"2026-08-11T17:48:33.725027Z","title":null,"venue":null,"work_id":"a0208cb7-af05-4838-bf00-be78dc7687bd","year":2020},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.297724Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:29cb6588d78277b60b8ce49e7807a08aed9b89253bb36f4676966b64f3cc4aca","observation_id":"79e1d859-0096-4d02-a420-52d4ae45983c","resolution":{"observed_at":"2026-08-11T17:48:33.729935Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:33.708245Z","title":null,"venue":null,"work_id":"db825b64-1a6d-4f20-88df-9e2b8a30f37c","year":2002},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.302183Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:e11854240d29631d94141d39bde6203b63115af49793b34b2ba7bd8517eff75d","observation_id":"2e417f38-766a-4e3c-8924-9cec9e13b7ae","resolution":{"observed_at":"2026-08-11T17:48:33.713244Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:33.307043Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.307043Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:ba2937e502458abe8cbb314036c5c779e7987eb54acc3c052b0fa6217441b731","observation_id":"98b2d449-81f4-4548-bb2d-69aef175b2db","resolution":{"observed_at":"2026-08-11T17:48:33.307043Z","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":"2026-08-11T17:48:33.315723Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.315723Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:b02513e33ee7af253e2e3caacfbbabdb97c941b5c289a7adea0c3c5ff276ba95","observation_id":"78104a08-5303-49b0-a9c2-c24ab6959d66","resolution":{"observed_at":"2026-08-11T17:48:33.315723Z","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":"2026-08-11T17:48:33.671606Z","title":null,"venue":null,"work_id":"186ff30e-97c2-4cf6-8fa3-32d59d8e0afc","year":2023},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.345787Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:7e04ef4be608cded805c26820a82770fd37d5bb7ee9ef729fde956ae4d316677","observation_id":"f8aa9a0f-9bfd-4c3e-ae9c-0021676eeca1","resolution":{"observed_at":"2026-08-11T17:48:33.676626Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:33.655310Z","title":null,"venue":null,"work_id":"35353e51-f355-4539-ac79-c22afd75ddfd","year":2009},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.370458Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:9192ea3c7f34404415f43c20e9ebf152c04222491acec3f5781ce71fc97fe624","observation_id":"1baff59f-5e3c-4128-9c5f-35d1a76183c6","resolution":{"observed_at":"2026-08-11T17:48:33.660367Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:33.638861Z","title":null,"venue":null,"work_id":"590c233a-4922-432a-8b9f-11ef101d944a","year":2003},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.387373Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:f71823ac69479ec8cd7509e1567452cc14ccea005144a3fa539a2890216ee6fb","observation_id":"207bc56d-9494-47b7-ace6-fd0b71cd3253","resolution":{"observed_at":"2026-08-11T17:48:33.643939Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:33.405594Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.405594Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:178d0c13cfea776bde388035b61ae8bf61a96474481ba90f2cc3059b1496d352","observation_id":"7766bc6b-2eff-42d9-92c4-ecd509736e28","resolution":{"observed_at":"2026-08-11T17:48:33.405594Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.01242","last_updated":"2023-12-04T13:36:59Z","snapshot_observed_at":"2026-08-13T11:26:44.152407Z","submitted_at":"2023-06-02T02:42:58Z","title":"Responsible Task Automation: Empowering Large Language Models as Responsible Task Automators","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.01242","snapshot_observed_at":"2026-08-11T17:48:33.443780Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.443780Z"},"links":{"cited_paper":"/paper/2306.01242","citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:dc6f98e8efe894f751ce028299d91c5435512945defee35e85a0fa5f53b03eda","observation_id":"f11543f1-b6e2-43e2-bb3c-69eaeb356c4e","resolution":{"observed_at":"2026-08-11T17:48:33.443780Z","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":"2026-08-11T17:48:33.610425Z","title":null,"venue":null,"work_id":"2e126707-660c-4471-b2d3-155dc9309d23","year":2019},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.465216Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:c10c75a718fd555bd87fd80d97009c254e65ff495302f2a8acb3b2963f3a8641","observation_id":"0c3229c1-3f70-4d04-81d4-7aac3785948b","resolution":{"observed_at":"2026-08-11T17:48:33.616581Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:35.093569Z","title":"In Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering","venue":null,"work_id":"396d3efa-c5b9-4f45-9952-ee7a55032155","year":null},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":2020,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:32.936939Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:632013a93b4eba1da02cf2beaef1bf02a3bad1cbfe0ea2a3325d4226e2e47ca0","observation_id":"6a855607-ef6a-4786-8767-e90c3beaa484","resolution":{"observed_at":"2026-08-11T17:48:35.133546Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:34.742825Z","title":"In 2021 IEEE/ACM 43rd International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)","venue":null,"work_id":"4cd240fc-eb31-4cf9-ab09-799600b86c42","year":2021},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.185539Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:d00793d62706068ee13533885e08013f0bac17fa2d09b700c62cc21d62001dce","observation_id":"fe2809f8-9f42-4e8e-99b6-841077c4b5f2","resolution":{"observed_at":"2026-08-11T17:48:34.805047Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T17:48:33.419653Z","title":"In Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-11T17:48:33.419653Z"},"links":{"citing_paper":"/paper/2412.08581"},"observation_digest":"sha256:66686923c838cb092ea0eefc2ff5aeaf15b6efba67eaa476903b55e90e21c927","observation_id":"a09b4871-7a03-4c26-a7a9-6e1bcfc3bdf7","resolution":{"observed_at":"2026-08-11T17:48:33.419653Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2412.08581","last_updated":"2024-12-11T17:57:23Z","latest_version":1,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-14T21:41:41.038096Z","submitted_at":"2024-12-11T17:57:23Z","title":"Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead"},"reference_resolution":{"displayed":48,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":46,"verified_exact":0,"verified_fuzzy":2},"total_outbound_references":48},"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":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"thesis":"As of 15 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2412.08581."}