{"as_of":"2026-08-09T05:13:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:1b69d80a259e8d7afb38944c93d14d20a42361087d8e3ad33be4377e51d3c04f","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":32,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":32,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":32,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":32,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T22:50:53.679928Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":1,"source":"arxiv_reference","source_observed_at":"2026-08-05T02:28:24.338817Z","state":"measured"}],"external_citation_measurements":[{"count":46,"observed_at":"2026-08-05T02:28:24.338817Z","source":"arxiv_reference"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-07T22:50:53.679928Z","title":"arXiv preprint arXiv:2304.10149 (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.09058","last_updated":"2025-02-13T08:19:45Z","snapshot_observed_at":"2026-08-08T23:18:41.021170Z","submitted_at":"2025-02-13T08:19:45Z","title":"Unleashing the Power of Large Language Model for Denoising Recommendation","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-07T22:50:53.679928Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2502.09058"},"observation_digest":"sha256:ff09d247c1ff955c15ed29d91969e6fad87a31f72a8eae0127b4071f6d346253","observation_id":"1305e7d4-9b0e-490c-9bdb-45aeec81b266","resolution":{"observed_at":"2026-08-07T22:50:53.679928Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-07T14:18:34.559678Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.19464","last_updated":"2025-05-26T03:37:17Z","snapshot_observed_at":"2026-08-08T19:07:05.628809Z","submitted_at":"2025-05-26T03:37:17Z","title":"LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-07T14:18:34.559678Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2505.19464"},"observation_digest":"sha256:5d29db8be4e6a482bca55675b2f6c46a759254893fcc4e7cf683522192c73c43","observation_id":"eeb6216c-0ca0-4ae2-8ece-2e6e7b8244f0","resolution":{"observed_at":"2026-08-07T14:18:34.559678Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-07T10:56:21.808427Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.04015","last_updated":"2025-06-04T14:46:18Z","snapshot_observed_at":"2026-08-09T01:26:11.046074Z","submitted_at":"2025-06-04T14:46:18Z","title":"GORACS: Group-level Optimal Transport-guided Coreset Selection for LLM-based Recommender Systems","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T10:56:21.808427Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2506.04015"},"observation_digest":"sha256:b5a2fb1646b16e05d181992b7d03a257040e58bcc6c3285a43e8b807de39fb5f","observation_id":"d0524fbd-45fb-4184-a830-90ae51529a44","resolution":{"observed_at":"2026-08-07T10:56:21.808427Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-06T21:17:36.671577Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.00535","last_updated":"2026-08-03T09:27:30Z","snapshot_observed_at":"2026-08-07T01:30:13.691400Z","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},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T21:17:36.671577Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2507.00535"},"observation_digest":"sha256:6d6473e25bdefb573c143809b81a9bfa7fe1be08821f74a7807c3fe550ded6bf","observation_id":"26880dc3-c75d-4732-8ad2-50bb49ade11a","resolution":{"observed_at":"2026-08-06T21:17:36.671577Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-06T21:43:37.525608Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.05266","last_updated":"2025-06-30T06:14:32Z","snapshot_observed_at":"2026-08-06T21:36:14.853232Z","submitted_at":"2025-06-30T06:14:32Z","title":"User Behavior Prediction as a Generic, Robust, Scalable, and Low-Cost Evaluation Strategy for Estimating Generalization in LLMs","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-06T21:43:37.525608Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2507.05266"},"observation_digest":"sha256:b5698b0794d6f83cb2325578052e87b408855bb0784e47e78fb8d3a63d4ba56d","observation_id":"6a3eae84-0260-4fd0-821a-3623203ddb66","resolution":{"observed_at":"2026-08-06T21:43:37.525608Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-06T18:52:26.268131Z","title":"Is chatgpt a good recommender? a preliminary study","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.07251","last_updated":"2025-07-09T19:48:33Z","snapshot_observed_at":"2026-08-06T18:43:12.662670Z","submitted_at":"2025-07-09T19:48:33Z","title":"A Language-Driven Framework for Improving Personalized Recommendations: Merging LLMs with Traditional Algorithms","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T18:52:26.268131Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2507.07251"},"observation_digest":"sha256:bd74b9a53ebd3ee754564a9ae26d1b308c05853a24ada84d46aec199e0cdf99c","observation_id":"3b75e176-16c6-4713-96f2-cb2e78c38d94","resolution":{"observed_at":"2026-08-06T18:52:26.268131Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-06T16:27:23.130275Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.13525","last_updated":"2025-07-17T20:26:00Z","snapshot_observed_at":"2026-08-09T02:43:07.295865Z","submitted_at":"2025-07-17T20:26:00Z","title":"Revisiting Prompt Engineering: A Comprehensive Evaluation for LLM-based Personalized Recommendation","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T16:27:23.130275Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2507.13525"},"observation_digest":"sha256:b9253cbcebc6bfc2671cbd9b18103d149ef29a9f8ab67b584a7b5538b56e3bcb","observation_id":"d170c00e-3f01-4f52-98b8-5c37d13cfa0e","resolution":{"observed_at":"2026-08-06T16:27:23.130275Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-06T14:58:25.828042Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.17249","last_updated":"2025-08-11T02:53:22Z","snapshot_observed_at":"2026-08-06T17:27:04.264410Z","submitted_at":"2025-07-23T06:36:49Z","title":"R4ec: A Reasoning, Reflection, and Refinement Framework for Recommendation Systems","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T14:58:25.828042Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2507.17249"},"observation_digest":"sha256:740bfdda01f193e4d9851d2a71f275f05d089cb946bfd33059e29164977895d3","observation_id":"de2a72cc-9234-4be7-ba24-c909b4471bb1","resolution":{"observed_at":"2026-08-06T14:58:25.828042Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-05T16:24:53.125792Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.18665","last_updated":"2026-07-10T13:31:31Z","snapshot_observed_at":"2026-08-07T21:34:19.708960Z","submitted_at":"2025-08-26T04:14:39Z","title":"Membership Inference Attacks on In-Context Examples in LLM-based Recommender Systems","version":6},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-05T16:24:53.125792Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2508.18665"},"observation_digest":"sha256:59606f0d389591793ed1d333aa9766822ccedc65d0ea12a7b80f5a3f0b078ecc","observation_id":"0ec769d3-2f37-4784-9d1b-95cd37e44f14","resolution":{"observed_at":"2026-08-05T16:24:53.125792Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-05T13:27:24.249315Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2509.00698","last_updated":"2025-08-31T04:37:43Z","snapshot_observed_at":"2026-08-05T13:27:23.232352Z","submitted_at":"2025-08-31T04:37:43Z","title":"Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-05T13:27:24.249315Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2509.00698"},"observation_digest":"sha256:a3158c5a255e23cc99b68fad4323e293a5fd23056b1bdb57d2430bb4e8a01180","observation_id":"bbf23625-45c0-4cb0-92fd-fcb3537c053c","resolution":{"observed_at":"2026-08-05T13:27:24.249315Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-05T11:13:40.611702Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2509.03131","last_updated":"2025-09-03T08:33:43Z","snapshot_observed_at":"2026-08-08T06:04:10.857325Z","submitted_at":"2025-09-03T08:33:43Z","title":"RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-05T11:13:40.611702Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2509.03131"},"observation_digest":"sha256:47f8e8a61c3a19b2652a6a6837df301d70daef02c6d4600d9d8cb0f84004058d","observation_id":"7253d440-d97d-40c9-842b-71d1202e88bc","resolution":{"observed_at":"2026-08-05T11:13:40.611702Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-05T19:08:29.542691Z","title":"Is chatgpt a good recommender? a preliminary study","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2509.09689","last_updated":"2025-08-18T22:14:57Z","snapshot_observed_at":"2026-08-06T23:50:33.609123Z","submitted_at":"2025-08-18T22:14:57Z","title":"Personas within Parameters: Fine-Tuning Small Language Models with Low-Rank Adapters to Mimic User Behaviors","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-05T19:08:29.542691Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2509.09689"},"observation_digest":"sha256:9d994f98878083c0b78ccbe1be07c0214847a39b96c006011ce945bfe7a8cbf0","observation_id":"cae23e5d-39f7-4bf3-b410-9d88d2e6ef37","resolution":{"observed_at":"2026-08-05T19:08:29.542691Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-04T13:52:11.874345Z","title":"Is chatgpt a good recommender? a preliminary study.arXiv preprint arXiv:2304.10149,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2509.24696","last_updated":"2026-05-30T14:42:04Z","snapshot_observed_at":"2026-08-08T10:21:54.214512Z","submitted_at":"2025-09-29T12:28:23Z","title":"T-POP: Test-Time Personalization with Online Preference Feedback","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-04T13:52:11.874345Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2509.24696"},"observation_digest":"sha256:3fddd42ac93b97e078bc944f789d6256f103eb7ec8468d6b952b2e8098ba0214","observation_id":"b963e86a-d83b-416b-971f-62abaaac880f","resolution":{"observed_at":"2026-08-04T13:52:11.874345Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":"2304.10149","doi":"10.48550/arxiv.2304.10149","metadata_source":"arxiv_reference","pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"arXiv preprint arXiv:2304.10149 , year=","venue":"arXiv (Cornell University)","work_id":"cd319bbc-1e20-4361-849b-9212492d9bf4","year":2023},"citing_paper":{"arxiv_id":"2510.27157","last_updated":"2026-05-09T03:19:23Z","snapshot_observed_at":"2026-08-02T06:54:15.933170Z","submitted_at":"2025-10-31T04:02:58Z","title":"A Survey on Generative Recommendation: Data, Model, and Tasks","version":2},"reference_index":103,"source":"pdf_text","source_observed_at":"2026-05-18T03:47:08.208082Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2510.27157"},"observation_digest":"sha256:e58d967d6cc8accc2aca5bcea6b9b88abbde3695139432ae318892b70597cb51","observation_id":"779202f1-21f3-4780-8de8-f744704354aa","resolution":{"observed_at":"2026-05-18T03:50:52.026186Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":"2304.10149","doi":"10.48550/arxiv.2304.10149","metadata_source":"arxiv_reference","pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"arXiv preprint arXiv:2304.10149 , year=","venue":"arXiv (Cornell University)","work_id":"cd319bbc-1e20-4361-849b-9212492d9bf4","year":2023},"citing_paper":{"arxiv_id":"2601.22925","last_updated":"2026-05-23T17:53:18Z","snapshot_observed_at":"2026-08-03T06:28:20.137878Z","submitted_at":"2026-01-30T12:45:02Z","title":"BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-16T09:24:48.941118Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2601.22925"},"observation_digest":"sha256:b9177c0ae59f33fff3ffeb376ec19a350b74cc07078a99e579c5d82bf0fc9cc1","observation_id":"6c9657d6-1535-463c-8128-78560011de7e","resolution":{"observed_at":"2026-05-16T09:27:41.277247Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-03T06:28:26.451861Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.22925","last_updated":"2026-05-23T17:53:18Z","snapshot_observed_at":"2026-08-03T06:28:20.137878Z","submitted_at":"2026-01-30T12:45:02Z","title":"BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models","version":3},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-03T06:28:26.451861Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2601.22925"},"observation_digest":"sha256:0d887899cc05dd25843213f923b0af1a76d6b68fe0a9a884f6bb4fda46d3256e","observation_id":"06e98ff6-9a45-4476-acab-f7da6e033607","resolution":{"observed_at":"2026-08-03T06:28:26.451861Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-02T22:31:34.497231Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2602.16587","last_updated":"2026-05-31T14:01:56Z","snapshot_observed_at":"2026-08-02T22:31:32.204803Z","submitted_at":"2026-02-18T16:38:21Z","title":"Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation","version":2},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-02T22:31:34.497231Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2602.16587"},"observation_digest":"sha256:5a9f01dc076d97341ed22ef96e5de39f922bdf727f85205908ebd61a3703de51","observation_id":"aa49bb8a-7cd3-4334-8a02-d78318cccc2a","resolution":{"observed_at":"2026-08-02T22:31:34.497231Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":"2304.10149","doi":"10.48550/arxiv.2304.10149","metadata_source":"arxiv_reference","pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"arXiv preprint arXiv:2304.10149 , year=","venue":"arXiv (Cornell University)","work_id":"cd319bbc-1e20-4361-849b-9212492d9bf4","year":2023},"citing_paper":{"arxiv_id":"2604.07894","last_updated":"2026-04-09T07:04:19Z","snapshot_observed_at":"2026-08-04T00:00:08.854253Z","submitted_at":"2026-04-09T07:04:19Z","title":"TSUBASA: Improving Long-Horizon Personalization via Evolving Memory and Self-Learning with Context Distillation","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-05-10T16:48:53.092395Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2604.07894"},"observation_digest":"sha256:1e30cbe27979bd7bc2e550f3eb78e48e5ee10c669391a2f15661a1aa333ee8a4","observation_id":"4873efeb-5c1b-444a-b4ff-67b4527270bd","resolution":{"observed_at":"2026-05-10T16:50:36.409936Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":"2304.10149","doi":"10.48550/arxiv.2304.10149","metadata_source":"arxiv_reference","pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"arXiv preprint arXiv:2304.10149 , year=","venue":"arXiv (Cornell University)","work_id":"cd319bbc-1e20-4361-849b-9212492d9bf4","year":2023},"citing_paper":{"arxiv_id":"2604.09553","last_updated":"2026-01-31T04:22:58Z","snapshot_observed_at":"2026-07-06T22:58:25.877654Z","submitted_at":"2026-01-31T04:22:58Z","title":"SRBench: A Comprehensive Benchmark for Sequential Recommendation with Large Language Models","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-16T09:19:39.582835Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2604.09553"},"observation_digest":"sha256:29f5d4957b32dc9a059f9c633a70f01cf9d318da572009d7c768164c9ee1ce6f","observation_id":"f19626e0-9ffc-4e49-ae5b-43606b5e436d","resolution":{"observed_at":"2026-05-16T09:20:47.700918Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":"2304.10149","doi":"10.48550/arxiv.2304.10149","metadata_source":"arxiv_reference","pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"arXiv preprint arXiv:2304.10149 , year=","venue":"arXiv (Cornell University)","work_id":"cd319bbc-1e20-4361-849b-9212492d9bf4","year":2023},"citing_paper":{"arxiv_id":"2604.15676","last_updated":"2026-04-17T03:54:32Z","snapshot_observed_at":"2026-07-06T23:03:12.000381Z","submitted_at":"2026-04-17T03:54:32Z","title":"EvoRAG: Making Knowledge Graph-based RAG Automatically Evolve through Feedback-driven Backpropagation","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-05-10T07:59:40.497067Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2604.15676"},"observation_digest":"sha256:0bd3bdbf8bc535498b481f941701325eff207483d7b18b16942aaaa5e2aedde9","observation_id":"04163a97-54e6-415f-b288-f4a95b02ca04","resolution":{"observed_at":"2026-05-10T08:02:25.205498Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":"2304.10149","doi":"10.48550/arxiv.2304.10149","metadata_source":"arxiv_reference","pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"arXiv preprint arXiv:2304.10149 , year=","venue":"arXiv (Cornell University)","work_id":"cd319bbc-1e20-4361-849b-9212492d9bf4","year":2023},"citing_paper":{"arxiv_id":"2604.22504","last_updated":"2026-04-24T12:31:57Z","snapshot_observed_at":"2026-07-06T23:08:51.913995Z","submitted_at":"2026-04-24T12:31:57Z","title":"Objective Shaping with Hard Negatives: Windowed Partial AUC Optimization for RL-based LLM Recommenders","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:03.085089Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2604.22504"},"observation_digest":"sha256:91caacfcbdf7ab0c660f7dd275d65215086ce3b5fb23597abf71b31ffca641de","observation_id":"c8d4ff5a-950a-466b-a6ed-5a02f33984a0","resolution":{"observed_at":"2026-05-11T20:06:13.500120Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":"2304.10149","doi":"10.48550/arxiv.2304.10149","metadata_source":"arxiv_reference","pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"arXiv preprint arXiv:2304.10149 , year=","venue":"arXiv (Cornell University)","work_id":"cd319bbc-1e20-4361-849b-9212492d9bf4","year":2023},"citing_paper":{"arxiv_id":"2604.27599","last_updated":"2026-04-30T08:49:44Z","snapshot_observed_at":"2026-08-01T03:49:09.757174Z","submitted_at":"2026-04-30T08:49:44Z","title":"One Pass, Any Order: Position-Invariant Listwise Reranking for LLM-Based Recommendation","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-07T07:34:40.725207Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2604.27599"},"observation_digest":"sha256:469b8737c181d7368dea5ea7367057955895694dda86d28592e7c39b6914f8e7","observation_id":"ff16b4a4-74b9-4644-9ad2-2ebc3ca8066f","resolution":{"observed_at":"2026-05-12T10:11:27.195004Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":"2304.10149","doi":"10.48550/arxiv.2304.10149","metadata_source":"arxiv_reference","pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"arXiv preprint arXiv:2304.10149 , year=","venue":"arXiv (Cornell University)","work_id":"cd319bbc-1e20-4361-849b-9212492d9bf4","year":2023},"citing_paper":{"arxiv_id":"2605.16474","last_updated":"2026-05-15T15:39:30Z","snapshot_observed_at":"2026-08-04T07:20:35.543593Z","submitted_at":"2026-05-15T15:39:30Z","title":"LERA: LLM-Enhanced RAG for Ad Auction in Generative Chatbots","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-19T22:01:33.176952Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2605.16474"},"observation_digest":"sha256:8b7f0f1c6b98941ea0391adb46167e487fcd656bd88b40507213a7754f84f1f4","observation_id":"84912fd8-4aa7-4094-969e-224e8bf38d80","resolution":{"observed_at":"2026-05-19T22:02:48.908418Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":"2304.10149","doi":"10.48550/arxiv.2304.10149","metadata_source":"arxiv_reference","pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"arXiv preprint arXiv:2304.10149 , year=","venue":"arXiv (Cornell University)","work_id":"cd319bbc-1e20-4361-849b-9212492d9bf4","year":2023},"citing_paper":{"arxiv_id":"2605.18771","last_updated":"2026-04-16T08:14:33Z","snapshot_observed_at":"2026-08-03T01:39:17.213782Z","submitted_at":"2026-04-16T08:14:33Z","title":"LWGR: Lagrangian-Constrained Personalized World Knowledge for Generative Recommendation","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-21T01:30:03.878197Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2605.18771"},"observation_digest":"sha256:65286ae43ac0dc2b0c50f04381530c925ec105781791383eb7a7530bc305839b","observation_id":"9d91baf0-8fd1-4a20-97c3-9274cf73805e","resolution":{"observed_at":"2026-05-21T01:33:56.581992Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":"2304.10149","doi":"10.48550/arxiv.2304.10149","metadata_source":"arxiv_reference","pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"arXiv preprint arXiv:2304.10149 , year=","venue":"arXiv (Cornell University)","work_id":"cd319bbc-1e20-4361-849b-9212492d9bf4","year":2023},"citing_paper":{"arxiv_id":"2605.18780","last_updated":"2026-04-29T06:13:39Z","snapshot_observed_at":"2026-08-08T01:45:33.406780Z","submitted_at":"2026-04-29T06:13:39Z","title":"A Reproducibility Analysis of PO4ISR: Diagnosing and Mitigating Semantic Drift in LLM-Based Session Recommendation","version":1},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-05-21T00:45:14.845401Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2605.18780"},"observation_digest":"sha256:0a37f63a64f4c2904c40b1b424bc2cd602b7f4d99f7000826e41ed5be3966258","observation_id":"b8b3321f-1501-4c2c-9dc7-be4b7397c3c8","resolution":{"observed_at":"2026-05-21T00:49:19.522634Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":"2304.10149","doi":"10.48550/arxiv.2304.10149","metadata_source":"arxiv_reference","pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"arXiv preprint arXiv:2304.10149 , year=","venue":"arXiv (Cornell University)","work_id":"cd319bbc-1e20-4361-849b-9212492d9bf4","year":2023},"citing_paper":{"arxiv_id":"2606.29947","last_updated":"2026-06-29T08:23:40Z","snapshot_observed_at":"2026-08-07T22:42:13.854319Z","submitted_at":"2026-06-29T08:23:40Z","title":"Diagnosing and Mitigating Retrieval Bottlenecks in LLM-Based Cold-Start Recommendation","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-06-30T04:31:51.047337Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2606.29947"},"observation_digest":"sha256:712cf95ae404254bd6a49a34d346aa204b8945bb67cf24ef3d366cbc54a2d817","observation_id":"ed309903-15fd-401c-b7b7-03346fa26ad5","resolution":{"observed_at":"2026-06-30T17:04:57.888681Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-04T01:08:24.617388+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-07-13T02:17:16.415801Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.09540","last_updated":"2026-07-20T02:16:32Z","snapshot_observed_at":"2026-08-07T09:58:58.497843Z","submitted_at":"2026-07-10T15:46:12Z","title":"From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-13T02:17:16.415801Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2607.09540"},"observation_digest":"sha256:d0f87783f268c6ff85a56e696366053a781fa1d375b40860b57ddc31b3cffe1e","observation_id":"3257c725-caf4-42ff-afd4-2b3c5b584689","resolution":{"observed_at":"2026-07-13T02:17:16.415801Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-02T07:33:43.129906Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.09540","last_updated":"2026-07-20T02:16:32Z","snapshot_observed_at":"2026-08-07T09:58:58.497843Z","submitted_at":"2026-07-10T15:46:12Z","title":"From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale","version":4},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-02T07:33:43.129906Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2607.09540"},"observation_digest":"sha256:9c31c99c10daa1bb209f4e9c57825e3b4e314ea96269b6ff5e5854c6e1573806","observation_id":"268a1619-3b40-4a2e-81c6-8171cbd9ff47","resolution":{"observed_at":"2026-08-02T07:33:43.129906Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-07-14T14:41:04.979785Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.09908","last_updated":"2026-07-10T18:58:52Z","snapshot_observed_at":"2026-08-07T09:05:49.705557Z","submitted_at":"2026-07-10T18:58:52Z","title":"RouteRec: Strict Evaluation of Recommender-Agent Selection and Aggregation","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-14T14:41:04.979785Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2607.09908"},"observation_digest":"sha256:e591ace7088418e3d2a357fbffa1aaaa911020d8950d8c822fd8314857ff1f91","observation_id":"061013a7-2049-4672-a1fa-88070eb8f811","resolution":{"observed_at":"2026-07-14T14:41:04.979785Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-02T12:15:44.864401Z","title":"arXiv preprint arXiv:2304.10149 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.24764","last_updated":"2026-06-04T23:55:15Z","snapshot_observed_at":"2026-08-06T17:08:34.614287Z","submitted_at":"2026-06-04T23:55:15Z","title":"GrocLM: Grocery Category Recommendation in E-Commerce with Large Language Models","version":1},"reference_index":57,"source":"arxiv_source","source_observed_at":"2026-08-02T12:15:44.864401Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2607.24764"},"observation_digest":"sha256:6c06b8a5f53d7d022782ef6f82a93239b576870be6dd9dad4649f875530000be","observation_id":"8ddf1be3-8c5e-4025-b307-9b0ca5328132","resolution":{"observed_at":"2026-08-02T12:15:44.864401Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-01T02:23:45.974038Z","title":"Is chatgpt a good recommender? a preliminary study.arXiv preprint arXiv:2304.10149, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.25471","last_updated":"2026-07-28T09:03:38Z","snapshot_observed_at":"2026-08-08T15:30:57.511627Z","submitted_at":"2026-07-28T09:03:38Z","title":"TRWH: A Text-Driven Random Walk Heterogeneous GNN for Semantic-Aware Sparse Recommendation","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-01T02:23:45.974038Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2607.25471"},"observation_digest":"sha256:45aa874f37483d57a875f6edb44d4b963449969ca10262572841dfd1d1a15645","observation_id":"6d7e58c3-02a8-4bb9-8cae-316cf8804a07","resolution":{"observed_at":"2026-08-01T02:23:45.974038Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.10149","snapshot_observed_at":"2026-08-04T00:55:46.006133Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.00669","last_updated":"2026-08-01T13:44:04Z","snapshot_observed_at":"2026-08-08T01:10:55.545078Z","submitted_at":"2026-08-01T13:44:04Z","title":"GARDRec: Decision-Level Graph Grounding for Large Language Model Recommendation","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-04T00:55:46.006133Z"},"links":{"cited_paper":"/paper/2304.10149","citing_paper":"/paper/2608.00669"},"observation_digest":"sha256:5e32fed869d0231644217e6206677bd831e522d7d23984f6959fd9b8116962da","observation_id":"ec7645c0-7bf7-40bd-ba03-60ccbf146834","resolution":{"observed_at":"2026-08-04T00:55:46.006133Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2304.10149/citation-record","integrity":"/paper/2304.10149/integrity","json":"/paper/2304.10149/citation-record.json","paper":"/paper/2304.10149"},"outbound":[],"paper":{"arxiv_id":"2304.10149","last_updated":"2023-10-27T09:11:50Z","latest_version":3,"primary_category":"cs.IR","snapshot_observed_at":"2026-07-06T15:17:48.587665Z","submitted_at":"2023-04-20T08:16:07Z","title":"Is ChatGPT a Good Recommender? A Preliminary Study"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"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":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 32 inbound Pith citation observations for arXiv:2304.10149."}