{"as_of":"2026-08-20T07:13:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:91c900274db18548ec4e7efc5260018ec2f94c7190b9ab505e0e1b576f56f08f","coverage":[{"denominator":36,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":36,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-15T17:58:18.390565Z","state":"measured"},{"denominator":36,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":36,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-20T06:33:59.587034+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2507.19283/citation-record","integrity":"/paper/2507.19283/integrity","json":"/paper/2507.19283/citation-record.json","paper":"/paper/2507.19283"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T17:58:19.782651Z","title":"Jannach, M","venue":null,"work_id":"d3caa44a-30b7-4c9d-9613-7e9fdf9f9d1b","year":2010},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.202716Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:5b3921ba34d0b8622e37dcd9091e232839959e44bb84a2918a466468f424458d","observation_id":"f901bbc9-1502-43bc-a6cc-3114b5a3cc91","resolution":{"observed_at":"2026-08-15T17:58:19.787974Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T17:58:18.209272Z","title":"Jameson, B","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.209272Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:ed81a2873b3758c9d97f4ca9ddaecb1a48d1cb9299211252422f28111cc76156","observation_id":"a8726480-e9db-4c43-93ff-0ce36092d540","resolution":{"observed_at":"2026-08-15T17:58:18.209272Z","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":"2026-08-15T17:58:19.766834Z","title":"Masthoff, Group recommender systems: Combining individual models, in: F","venue":null,"work_id":"b3eeb2a0-910f-470b-add5-81143add0c0c","year":2011},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.214804Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:5ff079fa3e5133a4ec644581574a49d9bac9219ca212e44d833c9bed327a1a2a","observation_id":"84bea8c9-b32c-457c-930b-1d678310bed6","resolution":{"observed_at":"2026-08-15T17:58:19.771277Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T17:58:19.751294Z","title":"Felfernig, L","venue":null,"work_id":"c34f4dab-5c02-4e3c-b017-60c3ef97f135","year":2024},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.219169Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:68bf2a36867b540bac243191768d85b422e732254b21d182904d7d11f21eaa4b","observation_id":"c4587b97-c23d-4b98-9bf5-1b5bc7ffc58f","resolution":{"observed_at":"2026-08-15T17:58:19.755857Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T17:58:18.224500Z","title":"Jameson, M","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.224500Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:dda3f941315c3bcfb191900f8f34dec174c397abc48d961ff0e10f1400f60722","observation_id":"55dc69d5-4bee-47f1-92ed-038f2d6762e3","resolution":{"observed_at":"2026-08-15T17:58:18.224500Z","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":"1776.24417","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T17:58:19.578981Z","title":"Reinecke, M","venue":null,"work_id":"ba6d3f29-d356-4fc5-9b41-4b69fa183f3d","year":2013},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.229558Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:b7bc7b9843f76e17d04f7c0851b237bafad784b0aba73fa588a309be4b91bde7","observation_id":"10cca2a5-b95a-43db-be74-3d395d151870","resolution":{"observed_at":"2026-08-15T17:58:19.587136Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T17:58:19.733619Z","title":"Berry, S","venue":null,"work_id":"5d60a54c-ac84-4d5c-80cc-e2ad7bc6a3cb","year":2010},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.235076Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:34db5c0fed812b415c816dc873e64a2642833f4bd5f53db76d10f907e64eeaa4","observation_id":"4d8b8d06-fdb4-4d17-9b48-0801587681f5","resolution":{"observed_at":"2026-08-15T17:58:19.738610Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T17:58:18.240379Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.240379Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:b436606792a85a2702dbb2912ef8e2d8d98f9c7ad25f5f2f93ae0ceebae16be1","observation_id":"8132d8b7-3774-4c41-a200-4535948feb50","resolution":{"observed_at":"2026-08-15T17:58:18.240379Z","resolver_source":null,"status":"malformed_identifier"},"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":"2026-08-15T17:58:19.716703Z","title":"Ninaus, A","venue":null,"work_id":"e443b81f-fa2a-4cd3-8d4f-16d28e618c21","year":2014},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.245254Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:45113731b078dc959586ce211632470dd992b13972a03460ee01413447af77db","observation_id":"6c4ed23e-b850-4308-8657-2da80d245605","resolution":{"observed_at":"2026-08-15T17:58:19.721759Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2507.00535","last_updated":"2026-08-03T09:27:30Z","snapshot_observed_at":"2026-08-16T06:36:13.829484Z","submitted_at":"2025-07-01T07:56:37Z","title":"Rethinking Group Recommender Systems in the Era of Generative AI: From One-Shot Recommendations to Agentic Group Decision Support","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.00535","snapshot_observed_at":"2026-08-15T17:58:18.250285Z","title":"Jannach, A","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.250285Z"},"links":{"cited_paper":"/paper/2507.00535","citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:8a120d75384ed1db5e08bbce3be79db2f0e34ffb9326723d9dd920ee3ae76287","observation_id":"c4144cce-a964-4f43-b652-27ab6b01f9c5","resolution":{"observed_at":"2026-08-15T17:58:18.250285Z","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":"2026-08-15T17:58:19.699543Z","title":null,"venue":null,"work_id":"8eb70471-52f1-4957-89e4-8995159dffe5","year":2014},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.255704Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:26b0f78319b20a668ba6b819ecebaf369c7165424fdcecd03ad6265ce79063a8","observation_id":"84246e8c-456d-4a4f-a38e-3ef4a95ac4d2","resolution":{"observed_at":"2026-08-15T17:58:19.705447Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"4183.33249","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T17:58:19.403143Z","title":null,"venue":null,"work_id":"dad7c44a-c43c-4ee6-ae7d-44aa0c03ee36","year":2019},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.266310Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:c209a9dc2eb01fa4400fc2815c03592ae20cd30757914edfbbb0981e75bdd78a","observation_id":"bc602eb4-6cb8-459f-ad6e-8e2fc0f9f8a2","resolution":{"observed_at":"2026-08-15T17:58:19.411531Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T17:58:19.682678Z","title":"Hofstede, Culture’s consequences: Comparing val- ues, behaviors, institutions and organizations across nations, Sage Publications, 2001","venue":null,"work_id":"0a9f3f53-738c-4eac-9967-815649971b02","year":2001},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.270797Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:e3b883c4da9a8550c131c72281d1db70bff1b1c2d2c6c77d8385e2dfe0f58758","observation_id":"2b7b9818-f564-451c-b754-2b667ded1b3c","resolution":{"observed_at":"2026-08-15T17:58:19.688436Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T17:58:19.667204Z","title":"Zhang, P","venue":null,"work_id":"931619ad-0263-4476-a5c1-ae65ddfe0b1b","year":2007},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.275652Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:e792578b8c453f45c4f9a004c1cb5d25820178766837c49a7815a6abc5876e29","observation_id":"d1da1e30-c79e-4596-9c19-3f3916aca47e","resolution":{"observed_at":"2026-08-15T17:58:19.672352Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T17:58:18.280498Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.280498Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:982435a6e5b65b0e5a39870dc331a66ee1ca666ff3211683d8711dad3c8664f4","observation_id":"4fe1841c-02ea-461d-a26e-e65ea60ad1c9","resolution":{"observed_at":"2026-08-15T17:58:18.280498Z","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":"2026-08-15T17:58:18.285013Z","title":"Zhang, K","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.285013Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:835f877a94c44526336605cda10eefa8c0fcde078b5d866183aa083c1caed4f6","observation_id":"627d22ad-8f07-46ac-a1b8-4e6c070e90f9","resolution":{"observed_at":"2026-08-15T17:58:18.285013Z","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":"10.1142/9789813275355_0006","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T17:58:18.491519Z","title":"Boratto, A","venue":null,"work_id":"63616161-ecab-49c5-b4cc-f64310f3a10e","year":null},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.290116Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:693041466739d0e45403a5b76e0da11620fd29efacbd00fa5c1ccbb0fe6d4f1e","observation_id":"9c104a5d-fbd2-4fa0-882d-7a985d6f6cd6","resolution":{"observed_at":"2026-08-15T17:58:18.496394Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T17:58:18.294283Z","title":"Masthoff, A","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.294283Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:a69d0942166c353c153dedc8352380dba34ee26ed9c0d8da7e83fc77e09642da","observation_id":"35c743e8-5b54-4696-9087-a25707ac22aa","resolution":{"observed_at":"2026-08-15T17:58:18.294283Z","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":"2026-08-15T17:58:18.298478Z","title":"Pérez-Almaguer, R","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.298478Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:b627c468e2b3ba1980236e5bb048d9a5a93805dc144e4bd407de3f96f897b70a","observation_id":"6282c6f0-a30b-435e-9262-aef88418b086","resolution":{"observed_at":"2026-08-15T17:58:18.298478Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"1449.11115","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T17:58:19.176518Z","title":"McCarthy, M","venue":null,"work_id":"3f68e9b8-4e5d-4ba5-ad27-83e3eac968d6","year":2006},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.303041Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:c609101b7426bf5344c6a9c4e1ee7fdc41491a8806b4ac1c41c584d325296606","observation_id":"2577765a-e26b-43a8-9285-4baf609da09f","resolution":{"observed_at":"2026-08-15T17:58:19.184651Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.ins.2011.11.037","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T17:58:18.475496Z","title":"Garcia, S","venue":null,"work_id":"6aed98d2-c0cb-42e4-be6d-910ab79eef45","year":2012},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.307441Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:52412f635d2d42590d3348e1be4de8a4814ce549a06c82be48f106fadd3b6693","observation_id":"a05c6a51-2174-4ed7-b5ff-de30dca5ff06","resolution":{"observed_at":"2026-08-15T17:58:18.480393Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T17:58:19.636684Z","title":"Felfernig, T","venue":null,"work_id":"c7d3e829-ec1d-4b31-a12c-e39939cdf08f","year":2018},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.312582Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:b8a1b485cdbbafd1edc02f05ee78e14fba71d9892f21f15e4a6c217706d9205f","observation_id":"2ba780d6-4c28-42be-91e1-045660dff867","resolution":{"observed_at":"2026-08-15T17:58:19.642879Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T17:58:18.317137Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.317137Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:7931098eac1e24e6e3b3571dc9629187664c11431749f4915c4c10ea99cbbb55","observation_id":"36da7d70-72b8-453e-b434-6a408fe7e6d2","resolution":{"observed_at":"2026-08-15T17:58:18.317137Z","resolver_source":null,"status":"malformed_identifier"},"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":"2026-08-15T17:58:18.321793Z","title":"Lubos, A","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.321793Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:9c06db802909735f50fceebc0865daf40fdabc6c33bb7ee7c372525c328cd36c","observation_id":"0e3d0922-0846-472c-b338-46be21d4fcc4","resolution":{"observed_at":"2026-08-15T17:58:18.321793Z","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":"2026-08-15T17:58:18.330730Z","title":"Lubos, T","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.330730Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:689e76d3e5cad5e4727b8f2d0ba8266452e78033ee53be7190412aab09572f9d","observation_id":"499e171c-0822-48a6-b115-a7d8e3092d37","resolution":{"observed_at":"2026-08-15T17:58:18.330730Z","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":"2026-08-15T17:58:18.335871Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.335871Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:2ef10bd88953301bd6c64ef7f94c5737b90986aa1fa1aa7fa246ed1f4ccab5b7","observation_id":"4cf55e8c-76b0-4492-bcf3-9dc7a694c79a","resolution":{"observed_at":"2026-08-15T17:58:18.335871Z","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":"2026-08-15T17:58:18.340697Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.340697Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:6116782b8a42f1296e13db1a6263ed12002e1445ef2047a320fdad657f4a4783","observation_id":"73621dd1-b1d9-4ae4-ae1b-8998f912df8f","resolution":{"observed_at":"2026-08-15T17:58:18.340697Z","resolver_source":null,"status":"malformed_identifier"},"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":"2026-08-15T17:58:18.345201Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.345201Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:4a1a829b3a8582ffb462f7611f158806ecbaafa6d4713fd9e020c41c9086c5d5","observation_id":"d78c13f0-6f4a-4cf3-b8a3-4f2c88fd3d18","resolution":{"observed_at":"2026-08-15T17:58:18.345201Z","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":"2026-08-15T17:58:18.350258Z","title":"Contreras, M","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.350258Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:9f0d87e92e8feaf601b078dd0c1cdb1580b3fe4c0248e2a35fc24e86fa16a510","observation_id":"b25d8bf6-09da-49ff-b422-c18a334503ef","resolution":{"observed_at":"2026-08-15T17:58:18.350258Z","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":"10.1007/s11257-006-9008-3","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T17:58:18.445667Z","title":"Masthoff, A","venue":null,"work_id":"b220326b-a083-4564-a536-f33ba9599298","year":2006},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.355452Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:f6fb975818dc571444aa209b07e04baadc63ac2651f79ea80f9d1a71edaa569c","observation_id":"ba82ec15-8a33-4156-b36e-655b543cb781","resolution":{"observed_at":"2026-08-15T17:58:18.452575Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T17:58:19.619740Z","title":null,"venue":null,"work_id":"a6a2e7c8-5a69-441b-9c72-1476a3c542be","year":2021},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.366130Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:969d749a9d1db369bbaff30f5a8637af52a9056daccb546a6d17a814c1f17b22","observation_id":"8917f239-c157-43f0-b721-d97cac033284","resolution":{"observed_at":"2026-08-15T17:58:19.624961Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T17:58:18.370712Z","title":null,"venue":null,"work_id":null,"year":1998},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.370712Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:6594299284122857d42174f367e916570be9fe6b9305912b7eb7b770661ffb72","observation_id":"d40739dd-d2ad-489a-a564-32c07a896770","resolution":{"observed_at":"2026-08-15T17:58:18.370712Z","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":"2026-08-15T17:58:18.375265Z","title":"Tommasel, Fairness Matters: A look at LLM- generated group recommendations, in: 18th ACM Conference on Recommender Systems, RecSys ’24, ACM, New York, NY, USA, 2024, pp","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.375265Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:d66ce2e348c80956f806f7bf6b3c5be5cafce38cb8b50f815650f95b1bdc66d8","observation_id":"79ae40b2-3e7b-4872-b041-d8e02e89948b","resolution":{"observed_at":"2026-08-15T17:58:18.375265Z","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":"10.1145/3555161","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T17:58:18.426855Z","title":"Alvarado, N","venue":null,"work_id":"8e9748fd-b906-4f53-a3b7-cffa0d5a72ed","year":2022},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.380242Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:c31cd45ec14bd480b7b23729f6db95b74445ed7fadebbc395cf136edd65c1ae0","observation_id":"3e261f5a-8b23-485c-9e93-d71abe7a8213","resolution":{"observed_at":"2026-08-15T17:58:18.432620Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T17:58:19.600875Z","title":null,"venue":null,"work_id":"40299bee-e705-4c6d-b94d-2a3f6eab474b","year":2024},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.390565Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:2104d15f295550523a488615210e29778b1b59f83d892a11a8c05f0be46a1db9","observation_id":"66df99e4-6d79-4154-af2f-c5fdb26b9efb","resolution":{"observed_at":"2026-08-15T17:58:19.606124Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1109/cyberc.2014.26","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T17:58:18.517221Z","title":null,"venue":null,"work_id":"b0cea15c-b9fb-4036-af0a-5a6c86961970","year":2014},"citing_paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems","version":1},"reference_index":111,"source":"pdf_text","source_observed_at":"2026-08-15T17:58:18.261009Z"},"links":{"citing_paper":"/paper/2507.19283"},"observation_digest":"sha256:d2e6d31fdfe21ab0d2f77c4f185add873a4235d07c885b914a9fb3953a5be5f8","observation_id":"31f1bd09-5a4a-4590-8408-9f3132712fde","resolution":{"observed_at":"2026-08-15T17:58:18.521229Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.19283","last_updated":"2025-07-25T13:59:54Z","latest_version":1,"primary_category":"cs.IR","snapshot_observed_at":"2026-08-20T03:43:27.321797Z","submitted_at":"2025-07-25T13:59:54Z","title":"Towards LLM-Enhanced Group Recommender Systems"},"reference_resolution":{"displayed":36,"state_counts":{"malformed_identifier":5,"metadata_mismatch":2,"parse_uncertain":0,"unresolved":16,"verified_exact":5,"verified_fuzzy":8},"total_outbound_references":36},"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":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"thesis":"As of 20 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2507.19283."}