{"as_of":"2026-08-08T05:52:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:7e64407dcf6677673c24ebe72b95ea4b9fd431d69a79bb36cf525abdf3420727","coverage":[{"denominator":22,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":22,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T18:44:42.080260Z","state":"measured"},{"denominator":22,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":22,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2507.07439/citation-record","integrity":"/paper/2507.07439/integrity","json":"/paper/2507.07439/citation-record.json","paper":"/paper/2507.07439"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2410.14752","last_updated":"2024-10-18T02:37:14Z","snapshot_observed_at":"2026-08-07T19:46:08.449718Z","submitted_at":"2024-10-18T02:37:14Z","title":"TimeSeriesExam: A time series understanding exam","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.14752","snapshot_observed_at":"2026-08-06T18:44:40.613192Z","title":"Das, A., Kong, W., Sen, R., and Zhou, Y","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:40.613192Z"},"links":{"cited_paper":"/paper/2410.14752","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:e9b2cf9e3a0043925190fa3f969fc5432a1c17751769efb424d1a34e8a3ddd3a","observation_id":"e7c2f65c-1060-47ec-8c47-f8b0de6203db","resolution":{"observed_at":"2026-08-06T18:44:40.613192Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.10688","last_updated":"2024-04-17T18:24:45Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-10-14T17:01:37Z","title":"A decoder-only foundation model for time-series forecasting","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.10688","snapshot_observed_at":"2026-08-06T18:44:40.690009Z","title":"Daswani, M., Bellaiche, M","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:40.690009Z"},"links":{"cited_paper":"/paper/2310.10688","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:94bef3b5da3012db615b06713e6449bbc91fbb75af33ea94874bcca36d80cbbf","observation_id":"277363d2-f25c-4e52-b6bb-78860829d5a8","resolution":{"observed_at":"2026-08-06T18:44:40.690009Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.02637","last_updated":"2024-11-28T16:01:47Z","snapshot_observed_at":"2026-07-06T19:27:07.844117Z","submitted_at":"2024-10-03T16:23:13Z","title":"Plots Unlock Time-Series Understanding in Multimodal Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.02637","snapshot_observed_at":"2026-08-06T18:44:40.748573Z","title":"org/abs/2410.02637","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:40.748573Z"},"links":{"cited_paper":"/paper/2410.02637","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:ff04efcb9ea262a41c43981b615e798a1c7cb2216cd9137cc7708be0585519b8","observation_id":"57c0e333-54af-46fd-93a5-5f942bdc2a32","resolution":{"observed_at":"2026-08-06T18:44:40.748573Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.00131","last_updated":"2024-11-25T20:12:55Z","snapshot_observed_at":"2026-07-06T17:37:48.299877Z","submitted_at":"2024-02-29T21:25:58Z","title":"UniTS: A Unified Multi-Task Time Series Model","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.00131","snapshot_observed_at":"2026-08-06T18:44:41.050039Z","title":"Goswami, M., Szafer, K., Choudhry, A., Cai, Y ., Li, S., and Dubrawski, A","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:41.050039Z"},"links":{"cited_paper":"/paper/2403.00131","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:70df10426a78db13a8549e902df5e1f4e897ad59fc7577dcc0925f7e6f9e8c5d","observation_id":"1dcdde1e-2470-4ce2-8992-baa7159fa629","resolution":{"observed_at":"2026-08-06T18:44:41.050039Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03885","last_updated":"2024-10-10T15:37:45Z","snapshot_observed_at":"2026-08-07T22:30:00.741959Z","submitted_at":"2024-02-06T10:48:46Z","title":"MOMENT: A Family of Open Time-series Foundation Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.03885","snapshot_observed_at":"2026-08-06T18:44:41.145511Z","title":"Gruver, N., Finzi, M., Qiu, S., and Wilson, A","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:41.145511Z"},"links":{"cited_paper":"/paper/2402.03885","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:10e21303e25885df439f1f6be641d41c74ac29ea2ece5b05a86845ff4c056133","observation_id":"19c89c08-3dea-4e58-b568-fad49162b233","resolution":{"observed_at":"2026-08-06T18:44:41.145511Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.07820","last_updated":"2024-08-12T00:43:56Z","snapshot_observed_at":"2026-07-06T16:31:29.379540Z","submitted_at":"2023-10-11T19:01:28Z","title":"Large Language Models Are Zero-Shot Time Series Forecasters","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.07820","snapshot_observed_at":"2026-08-06T18:44:41.205360Z","title":"Gunasekar, S., Zhang, Y ., Aneja, J., Mendes, C","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:41.205360Z"},"links":{"cited_paper":"/paper/2310.07820","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:3cecd7dc702497ee058b88c7263396a1ac07f2859c95da1040b594ee99e5460b","observation_id":"a9f77947-5859-4a08-9a9c-8f13c5710a71","resolution":{"observed_at":"2026-08-06T18:44:41.205360Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.11644","last_updated":"2023-10-02T06:12:30Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-06-20T16:14:25Z","title":"Textbooks Are All You Need","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.11644","snapshot_observed_at":"2026-08-06T18:44:41.274393Z","title":"Hinton, G., Vinyals, O., and Dean, J","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:41.274393Z"},"links":{"cited_paper":"/paper/2306.11644","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:93f15a153f04af23757caaefedc895478cc1526f0da5ca7d1698783f517a75ef","observation_id":"08dc4464-3cf2-4239-af5d-a5bb4379dcf9","resolution":{"observed_at":"2026-08-06T18:44:41.274393Z","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":"2026-07-06T17:25:14.115360Z","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":"2026-08-06T18:44:41.454694Z","title":"Oksendal, B","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:41.454694Z"},"links":{"cited_paper":"/paper/2402.02713","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:0616437a056acee07b3d8ec3094b4755e8f384caac9ff0788a8507ea736625e9","observation_id":"0c12ce80-8c79-4c3c-9ba1-c680f6eab115","resolution":{"observed_at":"2026-08-06T18:44:41.454694Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.15115","last_updated":"2025-01-03T02:18:21Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-12-19T17:56:09Z","title":"Qwen2.5 Technical Report","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.15115","snapshot_observed_at":"2026-08-06T18:44:41.510612Z","title":"Rasul, K., Ashok, A., Williams, A","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:41.510612Z"},"links":{"cited_paper":"/paper/2412.15115","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:3f7dc36493166add4bad76cbd7706538a66554a9d666e85704dc7e8f7833de5d","observation_id":"84566d22-73ba-43d8-9ea6-95a17dae210e","resolution":{"observed_at":"2026-08-06T18:44:41.510612Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.08278","last_updated":"2024-02-08T05:49:04Z","snapshot_observed_at":"2026-08-07T22:30:30.596133Z","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":"2026-08-06T18:44:41.565840Z","title":"Spathis, D","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:41.565840Z"},"links":{"cited_paper":"/paper/2310.08278","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:12e525612fb571a22f7dd6ef3e7936aa34e4fe2b20da9743acd07f6dc0e866b7","observation_id":"6cf5075b-6260-4b8a-aa23-bbe578f2a6c6","resolution":{"observed_at":"2026-08-06T18:44:41.565840Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.06236","last_updated":"2023-09-12T13:51:29Z","snapshot_observed_at":"2026-07-06T16:17:26.924098Z","submitted_at":"2023-09-12T13:51:29Z","title":"The first step is the hardest: Pitfalls of Representing and Tokenizing Temporal Data for Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.06236","snapshot_observed_at":"2026-08-06T18:44:41.647677Z","title":"org/abs/2309.06236","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:41.647677Z"},"links":{"cited_paper":"/paper/2309.06236","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:a5c8edcee0819340f1a5dcdf458419819e6f4de2d6a50950754790318f68379c","observation_id":"3cf19e96-a6ac-4405-9cc4-73cfa4f2fe10","resolution":{"observed_at":"2026-08-06T18:44:41.647677Z","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":"2026-08-06T18:44:42.881669Z","title":"5 Submission and Formatting Instructions for ICML 2025 Wah, E., Wright, M., and Wellman, M","venue":null,"work_id":"9c44a6e5-7a35-4f1e-a49b-0a74121439fc","year":2025},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:41.734932Z"},"links":{"citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:2caa7e5a2bdfd85e509f1480a7d7d64b0f0944cb9a2fd495f53897a1ac7ec16e","observation_id":"53499234-23df-4f1c-8e5c-33597573abbe","resolution":{"observed_at":"2026-08-06T18:44:42.938100Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.02592","last_updated":"2024-05-22T11:49:59Z","snapshot_observed_at":"2026-08-05T03:13:48.347682Z","submitted_at":"2024-02-04T20:00:45Z","title":"Unified Training of Universal Time Series Forecasting Transformers","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.02592","snapshot_observed_at":"2026-08-06T18:44:41.887615Z","title":"org/abs/2402.02592","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:41.887615Z"},"links":{"cited_paper":"/paper/2402.02592","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:01bd849bde08d1def2220c3dcf9f27c870947a8beaedb337ace8bd2ffd584dc9","observation_id":"319dbaf1-f8bd-46d0-8593-5edefeefbf98","resolution":{"observed_at":"2026-08-06T18:44:41.887615Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.13116","last_updated":"2024-10-21T16:22:33Z","snapshot_observed_at":"2026-08-02T17:17:56.296462Z","submitted_at":"2024-02-20T16:17:37Z","title":"A Survey on Knowledge Distillation of Large Language Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.13116","snapshot_observed_at":"2026-08-06T18:44:41.924652Z","title":"Yuan, Z., Yuan, H., Tan, C., Wang, W., and Huang, S","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:41.924652Z"},"links":{"cited_paper":"/paper/2402.13116","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:e342ad538a6ad22bac2031e071a45e01bfdb2d852b4c4419bd48cdb335356735","observation_id":"ebd55fdd-4f16-4d22-8b0d-ec83b982c38e","resolution":{"observed_at":"2026-08-06T18:44:41.924652Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.02015","last_updated":"2023-03-16T09:28:15Z","snapshot_observed_at":"2026-08-04T17:38:55.806742Z","submitted_at":"2023-03-16T09:28:15Z","title":"How well do Large Language Models perform in Arithmetic tasks?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.02015","snapshot_observed_at":"2026-08-06T18:44:42.016394Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:42.016394Z"},"links":{"cited_paper":"/paper/2304.02015","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:6d83dc72afa15974df9559e9b8ae772888578ab454958eecc2686ef1ee6b0e7f","observation_id":"c03f2d15-1fd9-43c4-a042-e11062ef6b4e","resolution":{"observed_at":"2026-08-06T18:44:42.016394Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.05440","last_updated":"2025-03-11T18:04:52Z","snapshot_observed_at":"2026-07-06T19:29:18.770662Z","submitted_at":"2024-10-07T19:16:02Z","title":"Can LLMs Understand Time Series Anomalies?","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.05440","snapshot_observed_at":"2026-08-06T18:44:42.080260Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:42.080260Z"},"links":{"cited_paper":"/paper/2410.05440","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:8b03eaf8459dff44009c97c3e7066394e739996c1e7a7895fd7c78d52d184ef7","observation_id":"4f19df82-b1b2-469a-be7b-8e659e76b8bb","resolution":{"observed_at":"2026-08-06T18:44:42.080260Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1503.02531","last_updated":"2015-03-09T15:44:49Z","snapshot_observed_at":"2026-07-06T04:11:24.157003Z","submitted_at":"2015-03-09T15:44:49Z","title":"Distilling the Knowledge in a Neural Network","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1503.02531","snapshot_observed_at":"2026-08-06T18:44:41.366928Z","title":"Jin, M., Zhang, Y ., Chen, W., Zhang, K., Liang, Y ., Yang, B., Wang, J., Pan, S., and Wen, Q","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":2015,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:41.366928Z"},"links":{"cited_paper":"/paper/1503.02531","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:edb213b02ffd4b1b00fccdf38b6f6e3b78202ee48f6226c32783b4f6d516492d","observation_id":"c1d1f308-3944-49a6-89dd-c0fb90f55df2","resolution":{"observed_at":"2026-08-06T18:44:41.366928Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1704.05426","last_updated":"2018-02-19T19:19:51Z","snapshot_observed_at":"2026-08-04T05:17:48.256162Z","submitted_at":"2017-04-18T17:10:13Z","title":"A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1704.05426","snapshot_observed_at":"2026-08-06T18:44:41.804246Z","title":"org/abs/1704.05426","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":2018,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:41.804246Z"},"links":{"cited_paper":"/paper/1704.05426","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:f201a2650683e03e9e0a3abc9ac67fe339926c44cb8ec7a840b152d2d122094c","observation_id":"1abb3a5c-09e7-4ded-b36b-55e76e36afc7","resolution":{"observed_at":"2026-08-06T18:44:41.804246Z","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":"2026-08-06T18:44:43.061864Z","title":null,"venue":null,"work_id":"7c96e222-74d8-4e63-95f1-83b1db567827","year":1909},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":2019,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:40.543682Z"},"links":{"citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:045a065400e2b2b30aab715775c08bfa03878b9a73989008dc0521d0e4209bb6","observation_id":"afc53277-9cd4-480c-9a3d-59e649cf8c24","resolution":{"observed_at":"2026-08-06T18:44:43.126100Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.07759","last_updated":"2023-05-24T23:30:43Z","snapshot_observed_at":"2026-08-04T10:35:00.917001Z","submitted_at":"2023-05-12T20:56:48Z","title":"TinyStories: How Small Can Language Models Be and Still Speak Coherent English?","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.07759","snapshot_observed_at":"2026-08-06T18:44:40.930687Z","title":"Fons, E., Kaur, R., Palande, S., Zeng, Z., Balch, T., Veloso, M., and Vyetrenko, S","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:40.930687Z"},"links":{"cited_paper":"/paper/2305.07759","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:c9b9e7066f2f66f124e4a2cf8fb7a31a6d8dad0ed576a52b32189847a665ddfc","observation_id":"38ee58f9-6f46-4bfc-9076-203b163a9ec9","resolution":{"observed_at":"2026-08-06T18:44:40.930687Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.16741","last_updated":"2024-01-02T10:18:24Z","snapshot_observed_at":"2026-07-06T16:25:09.382064Z","submitted_at":"2023-09-28T08:08:08Z","title":"Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections","version":2},"cited_work":{"arxiv_id":"2309.16741","doi":null,"metadata_source":"pith","pith_arxiv_id":"2309.16741","snapshot_observed_at":"2026-08-06T18:44:42.750023Z","title":"Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections","venue":"cs.LG","work_id":"e10bb7d6-4cf6-4467-8a4f-5173679fa13e","year":2023},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:40.451702Z"},"links":{"cited_paper":"/paper/2309.16741","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:a2510e52377cf6199a54b71d1373367759e1ed43d981d3d81b4cec91b5f9ab37","observation_id":"969d680b-d734-4d71-9849-c6233f3d9273","resolution":{"observed_at":"2026-08-06T18:44:42.806294Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.12948","last_updated":"2026-01-04T03:57:36Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-01-22T15:19:35Z","title":"DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.12948","snapshot_observed_at":"2026-08-06T18:44:40.848478Z","title":"Eldan, R","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-06T18:44:40.848478Z"},"links":{"cited_paper":"/paper/2501.12948","citing_paper":"/paper/2507.07439"},"observation_digest":"sha256:d028fadb9169a87172646a3a3f9f80ff7d663a8b3fcb1a884578a146f9c0b398","observation_id":"99ed5618-85e3-406e-83be-bcb1cc62b05c","resolution":{"observed_at":"2026-08-06T18:44:40.848478Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2507.07439","last_updated":"2025-07-10T05:29:34Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-07T22:30:13.079720Z","submitted_at":"2025-07-10T05:29:34Z","title":"Towards Interpretable Time Series Foundation Models"},"reference_resolution":{"displayed":22,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":20,"verified_exact":1,"verified_fuzzy":1},"total_outbound_references":22},"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":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2507.07439."}