{"as_of":"2026-08-17T00:03:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:00a77cc61265e729f568cc62b0deb399403c2c53621f4edfb65d75f31b9aa743","coverage":[{"denominator":61,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":61,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T12:09:39.848096Z","state":"measured"},{"denominator":62,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":62,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-16T06:30:59.297886+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-06-26T05:35:28.485707Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-04T12:59:52.924291Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"cited_work":{"arxiv_id":"2507.22053","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2507.22053","snapshot_observed_at":"2026-07-04T12:59:52.924291Z","title":"Foundation models for demand forecasting via dual- strategy ensembling.arXiv preprint arXiv:2507.22053,","venue":null,"work_id":"95e83f68-0656-4ede-b549-5c8a6c54a579","year":null},"citing_paper":{"arxiv_id":"2606.26487","last_updated":"2026-06-25T00:44:09Z","snapshot_observed_at":"2026-08-15T05:53:17.188657Z","submitted_at":"2026-06-25T00:44:09Z","title":"Speaking Numbers to LLMs: Multi-Wavelet Number Embeddings for Time Series Forecasting","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-06-26T05:35:28.485707Z"},"links":{"cited_paper":"/paper/2507.22053","citing_paper":"/paper/2606.26487"},"observation_digest":"sha256:0e38c7c3772c56757d84060bd707188dfefaf928f7264cc13fa1173b971df84f","observation_id":"47c7bbdb-1ade-4c4e-8189-dcc60405a91f","resolution":{"observed_at":"2026-07-04T12:59:52.925714Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2507.22053/citation-record","integrity":"/paper/2507.22053/integrity","json":"/paper/2507.22053/citation-record.json","paper":"/paper/2507.22053"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T12:09:41.259199Z","title":null,"venue":null,"work_id":"63d2817d-f11b-4fa0-86a0-3dd92f39bf70","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.396550Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:e18908e094bddcf103baa103abccb0e8be0b48783a021cc079945b337ca90a37","observation_id":"2b04188f-ba78-4207-aed9-791a0d515298","resolution":{"observed_at":"2026-08-06T12:09:41.263459Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.07815","last_updated":"2024-11-04T17:42:45Z","snapshot_observed_at":"2026-08-16T12:24:20.200568Z","submitted_at":"2024-03-12T16:53:54Z","title":"Chronos: Learning the Language of Time Series","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.07815","snapshot_observed_at":"2026-08-06T12:09:39.404760Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.404760Z"},"links":{"cited_paper":"/paper/2403.07815","citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:400944bb553956bd02ee1e89820656def95d96a85e5a08f9bc40db8a11506c93","observation_id":"21ae5cb3-f01f-4c0d-9139-817bc7ff9823","resolution":{"observed_at":"2026-08-06T12:09:39.404760Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.04948","last_updated":"2024-04-02T04:39:08Z","snapshot_observed_at":"2026-08-16T14:54:11.063024Z","submitted_at":"2023-10-08T00:02:25Z","title":"TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.04948","snapshot_observed_at":"2026-08-06T12:09:39.411328Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.411328Z"},"links":{"cited_paper":"/paper/2310.04948","citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:691ff1bb22fa7de205d781295d576fe4a2b687a50b69740d7979eb41880e79ce","observation_id":"1ea95ebc-01cc-42aa-8e9d-c9c5f53f4c41","resolution":{"observed_at":"2026-08-06T12:09:39.411328Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.02322","last_updated":"2025-02-11T00:53:58Z","snapshot_observed_at":"2026-08-16T13:21:35.503173Z","submitted_at":"2024-09-03T22:31:57Z","title":"TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.02322","snapshot_observed_at":"2026-08-06T12:09:39.420167Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.420167Z"},"links":{"cited_paper":"/paper/2409.02322","citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:278e7082a20e630bbe5d18e57ec5af00aebc96af5f21d01a8795df3141c9904b","observation_id":"eb3f7663-5d36-40cb-addd-ca40551e9f90","resolution":{"observed_at":"2026-08-06T12:09:39.420167Z","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":"2026-08-06T12:09:41.242563Z","title":null,"venue":null,"work_id":"395adca8-8769-43e0-8e8e-7e4f1f3f9dc2","year":2023},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.436409Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:2c3cfd673c9ba5d11450b1883f204cf046ac96e5563c2698d55ab8d3c6a70171","observation_id":"185da8da-cda6-4bee-bf01-aaeff1a013d1","resolution":{"observed_at":"2026-08-06T12:09:41.248400Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.05956","last_updated":"2024-09-15T04:57:36Z","snapshot_observed_at":"2026-08-16T14:21:40.807692Z","submitted_at":"2024-02-04T15:33:58Z","title":"Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.05956","snapshot_observed_at":"2026-08-06T12:09:39.443027Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.443027Z"},"links":{"cited_paper":"/paper/2402.05956","citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:fb50262e4c301c56a6fc2e61cc0eaf2fa2e972ecf21c88351f75bf0214309c0b","observation_id":"b093dd96-8f8d-4438-a337-23a3b483c57d","resolution":{"observed_at":"2026-08-06T12:09:39.443027Z","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":"2026-08-06T12:09:39.449855Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.449855Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:a3da03de1301f79787b306276cd898e8691eab74180ba927c80094687482bac4","observation_id":"3ec001eb-0363-4464-a875-09a701ed75d9","resolution":{"observed_at":"2026-08-06T12:09:39.449855Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.03589","last_updated":"2024-05-27T23:34:15Z","snapshot_observed_at":"2026-08-16T14:54:46.227012Z","submitted_at":"2023-10-05T15:14:00Z","title":"TimeGPT-1","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.03589","snapshot_observed_at":"2026-08-06T12:09:39.457548Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.457548Z"},"links":{"cited_paper":"/paper/2310.03589","citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:f7f0f0948bd59c452a35f87f1cafdc7586436b57fa76c81badbcc5ed1b0b7a46","observation_id":"9c787580-e45c-42aa-8cd4-ffffa41d99b5","resolution":{"observed_at":"2026-08-06T12:09:39.457548Z","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":"2026-08-06T12:09:41.216377Z","title":null,"venue":null,"work_id":"0029ed18-019c-4361-8035-9c893b01da5a","year":null},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.467045Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:505c3503a0c47ef17480211018bba1961225a591b45823ac961d32b52d0a8f3e","observation_id":"a3dccbea-4fa9-49fd-9d2e-10e12c80b46d","resolution":{"observed_at":"2026-08-06T12:09:41.221164Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:41.166876Z","title":null,"venue":null,"work_id":"2779da4d-8047-447d-9a88-d397615b71ff","year":null},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.488771Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:df32ffcb8bc321822f6dd6c255ba12c6ba6b6b24f06aca3127424958b2043e89","observation_id":"20b1fc24-37f2-4eea-ae94-a95719cf8b84","resolution":{"observed_at":"2026-08-06T12:09:41.171618Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:41.152185Z","title":null,"venue":null,"work_id":"788be9e2-8d32-475c-9dd9-75fdfdf3e977","year":2025},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.495898Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:13ce0301cc3f91942efa6c93e00c068f2118f8422d2407b5ba63212cb79c4c8c","observation_id":"55c3816b-ee37-43b3-b208-e7296aa15059","resolution":{"observed_at":"2026-08-06T12:09:41.156559Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2108.03588","last_updated":"2021-08-08T08:32:15Z","snapshot_observed_at":"2026-08-16T18:04:35.503327Z","submitted_at":"2021-08-08T08:32:15Z","title":"A Look at the Evaluation Setup of the M5 Forecasting Competition","version":1},"cited_work":{"arxiv_id":"2108.03588","doi":null,"metadata_source":"pith","pith_arxiv_id":"2108.03588","snapshot_observed_at":"2026-08-06T12:09:40.095294Z","title":"A Look at the Evaluation Setup of the M5 Forecasting Competition","venue":"cs.LG","work_id":"35ee76ab-ecfc-42c7-9109-4b1d3e16ca9f","year":2021},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.503002Z"},"links":{"cited_paper":"/paper/2108.03588","citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:294cac1b8557c0b5244fe46f10394b45514ab909fb2ebd29d2e0629426034fd6","observation_id":"85fa12e9-7aa5-4a0b-83c4-9aedfe16a386","resolution":{"observed_at":"2026-08-06T12:09:40.101905Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:41.135518Z","title":null,"venue":null,"work_id":"6c5e6d2a-a12c-444e-aa66-807b05171345","year":2021},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.509688Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:5e9b821ee76fcfcb6d760758ad0fe2162e719356d4cf7acf4b19b218678f0928","observation_id":"577c5de6-5a79-4278-aa2b-4ef5a80d4d77","resolution":{"observed_at":"2026-08-06T12:09:41.141448Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:41.117033Z","title":null,"venue":null,"work_id":"692a3e4f-2afc-4dfc-b68f-5ebd6ba96585","year":2020},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.528993Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:08260686a05ba2ad030c314fd802777495e7a14fbf366c5eda86a1111682e882","observation_id":"84c85efe-58b8-4632-91cf-94aec77e2ba0","resolution":{"observed_at":"2026-08-06T12:09:41.123817Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:41.059975Z","title":null,"venue":null,"work_id":"3f766f8a-7ce3-4e6b-8913-3e17cde81299","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.535617Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:d8703ed8160355f45fb133c5c177923bcc5ebb5b0bfd9c77c9deeb38c83cacc9","observation_id":"345dd14e-0cbe-4cc9-b6ab-5084160dc502","resolution":{"observed_at":"2026-08-06T12:09:41.105417Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:39.542031Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.542031Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:f5c87c7bfc9e897a5e38694d02a75c064ac2e7f3b148939c211599751dd31bac","observation_id":"72c0f5a9-7695-4876-b82b-db8952904f6d","resolution":{"observed_at":"2026-08-06T12:09:39.542031Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.01728","last_updated":"2024-01-29T06:27:53Z","snapshot_observed_at":"2026-08-16T11:06:17.042878Z","submitted_at":"2023-10-03T01:31:25Z","title":"Time-LLM: Time Series Forecasting by Reprogramming Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.01728","snapshot_observed_at":"2026-08-06T12:09:39.548067Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.548067Z"},"links":{"cited_paper":"/paper/2310.01728","citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:f530582fa3127fd7fbc43863a7c9137b6ecbb93c330989f36275b74e936c3232","observation_id":"55f2a774-bfc9-4004-a589-8d1fd5b60fcf","resolution":{"observed_at":"2026-08-06T12:09:39.548067Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.02713","last_updated":"2024-06-01T06:42:09Z","snapshot_observed_at":"2026-08-16T14:21:35.276466Z","submitted_at":"2024-02-05T04:17:49Z","title":"Position: What Can Large Language Models Tell Us about Time Series Analysis","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.02713","snapshot_observed_at":"2026-08-06T12:09:39.556705Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.556705Z"},"links":{"cited_paper":"/paper/2402.02713","citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:e719df654995301f26ec34ea83b90ce2bcf0778d29febd8c6b210529938f49c3","observation_id":"ccac7536-0379-4527-8122-53eaa199bd21","resolution":{"observed_at":"2026-08-06T12:09:39.556705Z","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":"2026-08-06T12:09:41.032987Z","title":null,"venue":null,"work_id":"ce260d2d-95b3-43b5-b0e7-664ef0597de4","year":2025},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.565414Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:c266f09fdf336b8199f66838039778a191a281c0b5606d528a0e1bef673b8756","observation_id":"c8f09e1c-8d04-413d-b73f-0b9406f4f765","resolution":{"observed_at":"2026-08-06T12:09:41.037449Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:39.573665Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.573665Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:3e9f360ae6c53b48e9cc9fb281f2935b10d58a8b6bfe1abd58795f17428a427b","observation_id":"f72695d6-f7f1-448d-a8a1-51eea492b69e","resolution":{"observed_at":"2026-08-06T12:09:39.573665Z","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":"2026-08-06T12:09:41.005511Z","title":null,"venue":null,"work_id":"72a3b986-6f5c-48b7-b8d9-6e0843d6d41a","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.579988Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:d3279461caea16af6a006d53a73856489ccacaac673221465571416c0339c4e1","observation_id":"b1cd6701-5d57-44a4-9d13-e8e1a14f743d","resolution":{"observed_at":"2026-08-06T12:09:41.009791Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.987676Z","title":null,"venue":null,"work_id":"43c81342-9ea1-4afb-8d85-34d25052af6f","year":2022},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.587195Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:035384e6f7fcadf35a75cea71c450dc5e7ebdd3bc586c3498daeb303a6d7e5b5","observation_id":"47a35b05-5a2c-4bce-a8e6-20e36b2eaa60","resolution":{"observed_at":"2026-08-06T12:09:40.992734Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.971444Z","title":null,"venue":null,"work_id":"1340c7a9-db71-4d84-96dd-dcacf1c68361","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.596632Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:df1af89bab33a72a718336d92b4b927b77cb652ee6ce654ed9e8621b80e9d069","observation_id":"66fb23d5-fe5f-47c6-aa4b-549d8719a5d8","resolution":{"observed_at":"2026-08-06T12:09:40.976376Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.953077Z","title":null,"venue":null,"work_id":"b1a5ee96-2161-4fcd-88ca-3989b890045d","year":2022},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.603381Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:39ab8a59d82eb1a1f328cf4278c524bdd7d4b4eea275dae726635a1a1ceb7df4","observation_id":"9a733d4e-4be8-47c3-a32d-bd10bb6a2d7e","resolution":{"observed_at":"2026-08-06T12:09:40.958776Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.11059","last_updated":"2025-02-16T09:57:50Z","snapshot_observed_at":"2026-08-16T12:58:02.771558Z","submitted_at":"2025-02-16T09:57:50Z","title":"ClimateLLM: Efficient Weather Forecasting via Frequency-Aware Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.11059","snapshot_observed_at":"2026-08-06T12:09:39.614971Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.614971Z"},"links":{"cited_paper":"/paper/2502.11059","citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:300dd902715d32b2e015cfa58e14ee13959342229514c43b272ebccc896dfac1","observation_id":"23067c10-f68c-49f1-a895-5395d4e9f3fd","resolution":{"observed_at":"2026-08-06T12:09:39.614971Z","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":"2026-08-06T12:09:40.936750Z","title":null,"venue":null,"work_id":"2fa30208-ae2c-4943-bb1e-eef1e4d91d0f","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.621799Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:f9d7f887912499dd43ec785bf0e944f901b904b98dbcbed51b826ebb86e7179f","observation_id":"231e757e-2016-445e-a732-c17ff721a62c","resolution":{"observed_at":"2026-08-06T12:09:40.941493Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.920647Z","title":null,"venue":null,"work_id":"539fa105-401c-48a4-bbcd-bbcefdd4db30","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.628416Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:91fc5f8414dc1fb61a00f4811c064b9504186809b78bb856b87e010e5e13feb3","observation_id":"8799edd7-84c3-4d15-a67e-2b34a2eeadc6","resolution":{"observed_at":"2026-08-06T12:09:40.925534Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.904735Z","title":null,"venue":null,"work_id":"4d55cf06-a83e-44a5-93e0-10ce09dac4d9","year":2025},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.638155Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:12ce7bcde05244b4c6f0b40407170b969413f1d31ee25b6861540536176353e9","observation_id":"aa928116-0d1f-4ea2-9979-faea94cc0756","resolution":{"observed_at":"2026-08-06T12:09:40.909548Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.885012Z","title":null,"venue":null,"work_id":"5d34ef2f-d30c-47f7-810f-615e85955aeb","year":2022},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.644528Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:bde1b1abe796a0e13e4a6d8865ed17c07afe41bd7e5a16292e88aa4152515da5","observation_id":"7ba4714c-5b29-40bc-81ec-7e8f30467ec0","resolution":{"observed_at":"2026-08-06T12:09:40.893655Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.869786Z","title":null,"venue":null,"work_id":"d75cc44a-59e1-4634-bef3-11d0aea06b6f","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.650827Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:7fe0c7539844cc0c85008fba2d94f461c1d89063eb93bc727b0fb73e5dbc2856","observation_id":"c70b8f52-7673-4cce-b059-6bae0d7beb6f","resolution":{"observed_at":"2026-08-06T12:09:40.874232Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:39.657200Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.657200Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:17cd58319e2b6bade3e3c69175c6972f149c74f0123d039e8c07a5c60b8118ba","observation_id":"9bcf4638-e683-4601-9efa-83b445bbf2b0","resolution":{"observed_at":"2026-08-06T12:09:39.657200Z","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":"2026-08-06T12:09:40.836429Z","title":null,"venue":null,"work_id":"d9ba1b78-6c08-4519-ba35-220b179bc116","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.668390Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:5388fcd9e2837cb08e7c63975132626b92399f15490ddcd0e9b48a6901b16cdd","observation_id":"4ac24598-ab45-440e-8e4c-65972fe2cf35","resolution":{"observed_at":"2026-08-06T12:09:40.841949Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.820723Z","title":null,"venue":null,"work_id":"3803803e-9078-4c73-9cbc-ea9cbecaf0b1","year":2022},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.673587Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:5f93d9105f7a03192259770406c1edc45e67b79e9344c766cb0dbb4fdd717953","observation_id":"a457d88d-607a-4c49-acd8-35e49a2d50be","resolution":{"observed_at":"2026-08-06T12:09:40.825289Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.804931Z","title":null,"venue":null,"work_id":"49478176-fc35-4d46-966c-6b25b44906fe","year":2022},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.683923Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:560fa8e6b56cbb2161e9427b66519c05f3d3bd04f25c0581d7c609d5d09e5add","observation_id":"5bfb2ed9-fe88-49dd-8752-9dc6f58ac6c1","resolution":{"observed_at":"2026-08-06T12:09:40.809109Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.786642Z","title":null,"venue":null,"work_id":"5eff984d-485d-469c-abb3-c0e3c25a1934","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.691973Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:e7f4537af6d9495dbb8d75cc44773f5dc5d865b699c729f04d0f884c40da3bb5","observation_id":"2b1842cd-76c5-48f3-a5bc-7a6ea9894bce","resolution":{"observed_at":"2026-08-06T12:09:40.792184Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.761522Z","title":null,"venue":null,"work_id":"33f0c2aa-c3cc-4bce-a91f-b2a0029bf958","year":2021},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.704393Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:fe7a224f8b6b57195b39628b4504acc2d51a8b73c9ada0ecdc1afc84f61cf0da","observation_id":"0d0308ea-e4ff-4826-9871-3667dad422e0","resolution":{"observed_at":"2026-08-06T12:09:40.772569Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2211.14730","last_updated":"2023-03-05T22:11:56Z","snapshot_observed_at":"2026-08-16T10:00:25.765565Z","submitted_at":"2022-11-27T05:15:42Z","title":"A Time Series is Worth 64 Words: Long-term Forecasting with Transformers","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2211.14730","snapshot_observed_at":"2026-08-06T12:09:39.712604Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.712604Z"},"links":{"cited_paper":"/paper/2211.14730","citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:5141f29b3614ac2c0d448da79590f7a38d31b1faebc8f58452400daa2708a77c","observation_id":"0548e419-ebce-4079-be02-9dd0a4ff8438","resolution":{"observed_at":"2026-08-06T12:09:39.712604Z","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":"2026-08-06T12:09:40.667978Z","title":null,"venue":null,"work_id":"ec79cf20-bc75-4e87-ab41-278796561ac2","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.719920Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:0ae8d8556bf368fccd04366d7e1417c05fb965a3166829a11761fad2ec6d0bf7","observation_id":"66aa189f-ed5d-49de-b3ce-bf9f55fe8000","resolution":{"observed_at":"2026-08-06T12:09:40.707177Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.595198Z","title":null,"venue":null,"work_id":"c3c9e878-a62c-4bab-9a60-e6b00ce25e9c","year":2023},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.726223Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:5cc9dea808fff357721ac145f4677dc49b3569290ced6a809bdfe401407ce531","observation_id":"cf01cb5a-5807-4f12-8bfc-c667eb41bf4e","resolution":{"observed_at":"2026-08-06T12:09:40.631048Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.521107Z","title":null,"venue":null,"work_id":"4c5d7e42-0aad-4244-a837-433ae701a0e1","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.731101Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:1ab16d6d84a325f7a7e7fa6dec5b174ed29fbca59ab7eb2e371cbf1967435e2d","observation_id":"02bfa9f8-bf8e-45e5-9372-e2a73eff4e85","resolution":{"observed_at":"2026-08-06T12:09:40.566041Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.08278","last_updated":"2024-02-08T05:49:04Z","snapshot_observed_at":"2026-08-16T14:52:43.522450Z","submitted_at":"2023-10-12T12:29:32Z","title":"Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.08278","snapshot_observed_at":"2026-08-06T12:09:39.736905Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.736905Z"},"links":{"cited_paper":"/paper/2310.08278","citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:ccd0bca715bdbcaead1abc9131c4f8a968746d025d9ebb642a81427a7a715788","observation_id":"f3d56a64-a8b7-4fe6-ac48-282e217a5203","resolution":{"observed_at":"2026-08-06T12:09:39.736905Z","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":"2026-08-06T12:09:40.465138Z","title":null,"venue":null,"work_id":"ee887861-25a1-4ad8-89f9-f322441e39ff","year":2020},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.743541Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:9c11099fdd737fd061da7993176c79245b2212b054a5f44400e85ab52b112a2d","observation_id":"c82d7879-7205-4bde-99f7-6c88c0c8bd0f","resolution":{"observed_at":"2026-08-06T12:09:40.471536Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.446289Z","title":null,"venue":null,"work_id":"0d8503b2-5d8c-4d73-91ad-a1422092a667","year":2022},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.752188Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:6ff0f299ae1a07a2ab40323ee444ad20f3135d72082fc2fbf9560fbafd02784f","observation_id":"59b02dbc-1a7b-4a69-8029-8362f0fd445e","resolution":{"observed_at":"2026-08-06T12:09:40.452729Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.16040","last_updated":"2025-02-27T05:38:14Z","snapshot_observed_at":"2026-08-16T13:15:52.437277Z","submitted_at":"2024-09-24T12:42:18Z","title":"Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.16040","snapshot_observed_at":"2026-08-06T12:09:39.758851Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.758851Z"},"links":{"cited_paper":"/paper/2409.16040","citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:9731d93d63c3569aab5e429a52be9b07c01779519cafd48c759ee1fc840a6a34","observation_id":"6d2ae19f-4a01-4aae-b175-88bda3b70e72","resolution":{"observed_at":"2026-08-06T12:09:39.758851Z","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":"2026-08-06T12:09:40.427384Z","title":null,"venue":null,"work_id":"afd0a6a1-d334-459f-9c0f-2c0e951114fa","year":2021},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.764816Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:ac815a58266115f0957c0abf3ee904f9ff0fa6c512538a828941251e0d5bb6e8","observation_id":"716305be-f01b-4e01-a2af-8f6c2f00e103","resolution":{"observed_at":"2026-08-06T12:09:40.433869Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.409116Z","title":null,"venue":null,"work_id":"b59642be-78af-4c3b-a960-962e8c7fa2a7","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.770081Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:90c19a0955e06e2193c8219d438379460987da670b4ab78753a603016f3bf269","observation_id":"17689327-d36d-470e-9797-caadcc9f9a82","resolution":{"observed_at":"2026-08-06T12:09:40.415326Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.384545Z","title":null,"venue":null,"work_id":"13dcd774-74c7-4914-bd80-b2e696d75f0d","year":2017},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.775521Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:8fd3fb78c007ce92ceec6afa3751d24f6d1de0f9154186a1dc7f94429e476212","observation_id":"e992abde-6d3f-4aac-9fc1-afbcdc0d3718","resolution":{"observed_at":"2026-08-06T12:09:40.390673Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.363646Z","title":null,"venue":null,"work_id":"96f8c7d4-7bc8-4a79-ba6d-e4396f945dd0","year":2022},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.781849Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:125762c9a12615e7932a3269422184fd6be6b96ee6104a3bc5b6c37380a670ef","observation_id":"bd332722-764f-4dec-9188-c225e9661354","resolution":{"observed_at":"2026-08-06T12:09:40.369211Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.340304Z","title":null,"venue":null,"work_id":"ecf7d6d0-79d1-471f-9715-8d1d7c5a3a89","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.788093Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:e93eae2b4e8da83ddd91f6f052382333f5b7ee584b6c4bddd4587b21a7878b92","observation_id":"d4ae8bec-2f99-4a2a-bdd4-d50ddfaa11fb","resolution":{"observed_at":"2026-08-06T12:09:40.347062Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.07234","last_updated":"2024-10-04T14:36:21Z","snapshot_observed_at":"2026-08-16T13:12:33.813084Z","submitted_at":"2024-10-04T14:36:21Z","title":"A Dynamic Approach to Stock Price Prediction: Comparing RNN and Mixture of Experts Models Across Different Volatility Profiles","version":1},"cited_work":{"arxiv_id":"2410.07234","doi":null,"metadata_source":"pith","pith_arxiv_id":"2410.07234","snapshot_observed_at":"2026-08-06T12:09:39.927763Z","title":"A Dynamic Approach to Stock Price Prediction: Comparing RNN and Mixture of Experts Models Across Different Volatility Profiles","venue":"q-fin.CP","work_id":"76064551-83d2-4b5f-9aba-295eb2803306","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.793459Z"},"links":{"cited_paper":"/paper/2410.07234","citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:9748ae81f888d3e6aea5fc94b57389db745e5dfb5c926343f55e1553e6105ff9","observation_id":"99a21af0-c761-4fe7-9b17-d4d05e45575b","resolution":{"observed_at":"2026-08-06T12:09:39.935844Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.322690Z","title":null,"venue":null,"work_id":"dacf56e4-03b8-4575-ac33-d891fc8431d6","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.799130Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:b11a58a7726493e00d2a96d7dcde09ec1095fc8cbf7544f7616c4924b62b87f3","observation_id":"178b5cbd-a4a6-4635-898d-5e58ffbb7172","resolution":{"observed_at":"2026-08-06T12:09:40.327859Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.300736Z","title":null,"venue":null,"work_id":"ae1e7679-5e82-46df-870f-d06488eb218a","year":2022},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.805280Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:57481945f12a91f115985c67be11e09d4d7a32f85a47691a0003d4ab3a5a1583","observation_id":"2084b80f-6120-41ef-be68-b243d27fb788","resolution":{"observed_at":"2026-08-06T12:09:40.307461Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:39.810847Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.810847Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:0ef515f08a29d4113d84c15d55ac464c124f89e783b0c73fb1e25dd098fda930","observation_id":"55937c66-c9ae-4dd7-bb34-e9a4641f078e","resolution":{"observed_at":"2026-08-06T12:09:39.810847Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.04047","last_updated":"2026-04-10T06:16:18Z","snapshot_observed_at":"2026-07-06T19:28:18.775189Z","submitted_at":"2024-10-05T06:04:19Z","title":"TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.04047","snapshot_observed_at":"2026-08-06T12:09:39.817035Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.817035Z"},"links":{"cited_paper":"/paper/2410.04047","citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:224bc614c00975c8c921ae2a84b2c1c7555fe417d7eb9a1f35de605ddbc2ffde","observation_id":"7753fd42-157e-48cd-82bc-6558315bb20b","resolution":{"observed_at":"2026-08-06T12:09:39.817035Z","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":"2026-08-06T12:09:40.271361Z","title":null,"venue":null,"work_id":"a15d532f-ff65-403e-abf4-781ac24aaaf1","year":2024},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.823585Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:271fd04fceaa8043c6b93bdb81d4658f67bc4d5c0853d101ae462b7f051b8bd8","observation_id":"50302f1e-6da0-4cc8-b0f2-978d95e64ef3","resolution":{"observed_at":"2026-08-06T12:09:40.277584Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:40.252183Z","title":null,"venue":null,"work_id":"178e715b-b7e7-4853-b122-b3e6a09925c8","year":2023},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.829727Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:2b10f355d0c0c2fb6e8d571635f47905cb5da007927730f94381e01ec74d48e7","observation_id":"19f63cdd-7ac9-4db4-b442-46e6983ce9aa","resolution":{"observed_at":"2026-08-06T12:09:40.257130Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:39.836651Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.836651Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:418de20db60b3ef35cacf1a9b613655b81051b46c00aaa12478c2f4d6d0ba07a","observation_id":"951d7e97-b1cf-43ba-834d-c72f4eb89824","resolution":{"observed_at":"2026-08-06T12:09:39.836651Z","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":"2026-08-06T12:09:39.842922Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.842922Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:f22b5f85dcf31c477643bec3be5d709782d9ce5cc5f85b2a3613272ef3ef72ae","observation_id":"f1258718-7e29-4200-9637-0df499ced704","resolution":{"observed_at":"2026-08-06T12:09:39.842922Z","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":"2026-08-06T12:09:40.212862Z","title":null,"venue":null,"work_id":"5242c764-043c-4054-8590-f79a9d1fe9b7","year":2022},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.848096Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:45fdcc726e6be74c2808147574226081bcd1209a2bdf3f06ab2b140a1c89684d","observation_id":"dca830aa-70b0-4b06-979e-ca81b49bb626","resolution":{"observed_at":"2026-08-06T12:09:40.217957Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:41.183927Z","title":null,"venue":null,"work_id":"d5c58268-e08d-40c3-ab29-a83e0c7b752a","year":2017},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":2015,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.480704Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:5af57dd2ee1a007044b8fad4512bfe9f20b3e14082cbec401ae72d9f827fcfc3","observation_id":"fc4e1862-81a6-4672-94ab-f2728e2ef961","resolution":{"observed_at":"2026-08-06T12:09:41.189253Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-06T12:09:41.201283Z","title":null,"venue":null,"work_id":"06d35878-c976-429c-acb1-1dd843949f65","year":2005},"citing_paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling","version":1},"reference_index":2017,"source":"pdf_text","source_observed_at":"2026-08-06T12:09:39.474365Z"},"links":{"citing_paper":"/paper/2507.22053"},"observation_digest":"sha256:8d138de31f7c3da706ee8b886330c86cbfc7998fb794a806239a3b43cb9b885e","observation_id":"a993baff-4149-48db-b039-2020a6da70ce","resolution":{"observed_at":"2026-08-06T12:09:41.206222Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.22053","last_updated":"2025-07-29T17:56:38Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-13T16:29:57.099940Z","submitted_at":"2025-07-29T17:56:38Z","title":"Foundation Models for Demand Forecasting via Dual-Strategy Ensembling"},"reference_resolution":{"displayed":61,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":59,"verified_exact":2,"verified_fuzzy":0},"total_outbound_references":61},"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":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"thesis":"As of 17 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation for arXiv:2507.22053."}