{"as_of":"2026-08-19T14:59:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:1ddb5669a82773fc89dd8aad6b4a17f50bcbffd35e875a005599479f89f270a8","coverage":[{"denominator":48,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":48,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-15T14:22:12.636859Z","state":"measured"},{"denominator":48,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":48,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-19T06:32:44.657259+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/2608.11327/citation-record","integrity":"/paper/2608.11327/integrity","json":"/paper/2608.11327/citation-record.json","paper":"/paper/2608.11327"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:13.718794Z","title":null,"venue":null,"work_id":"5d549c69-5785-48b3-8240-ce2abecb0d2b","year":2017},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.394074Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:8acbb8494d0c8ce7bfc9ef2016559e0859f36a7afc9dfad20fac8477ac40ef73","observation_id":"76941079-3f95-4d41-975a-a847287c7826","resolution":{"observed_at":"2026-08-15T14:22:13.723738Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2510.15821","last_updated":"2025-10-17T17:00:53Z","snapshot_observed_at":"2026-08-17T22:08:09.605037Z","submitted_at":"2025-10-17T17:00:53Z","title":"Chronos-2: From Univariate to Universal Forecasting","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2510.15821","snapshot_observed_at":"2026-08-15T14:22:12.399940Z","title":"Maddix, Pablo Guerron, Tony Hu, Junming Yin, Nick Erickson, Prateek Mutalik Desai, Hao Wang, Huzefa Rangwala, George Karypis, Yuyang Wang, and Michael Bohlke-Schneider","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.399940Z"},"links":{"cited_paper":"/paper/2510.15821","citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:cd767f76be48b29282adca8987778b6bb0c638609c000ba11e41416deacbfa2c","observation_id":"dce5acb9-de06-4960-947f-66f8a346f7f3","resolution":{"observed_at":"2026-08-15T14:22:12.399940Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/0165-4101(90)90008-r","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:12.991075Z","title":"Bernard and Jacob K","venue":null,"work_id":"9aea88c4-fcd7-4855-8ef0-ef8ef52ea429","year":1990},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.405295Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:48ddab035bd5cba3432ea7f23c39ea47c95a3714b56f35ff62335f18cdacaefd","observation_id":"fa8c6a85-c497-4dde-b051-11b4b893f56a","resolution":{"observed_at":"2026-08-15T14:22:12.996636Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:12.410422Z","title":"Random forests","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.410422Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:c4c8058654f2d976a1bb346fe3d6e353bafb9e70c9cf91333be43f12f489bd6b","observation_id":"0075e5ed-6875-4a9f-85a7-050136eac33c","resolution":{"observed_at":"2026-08-15T14:22:12.410422Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1093/rfs/hhae036","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:12.962414Z","title":"Missingfinancialdata","venue":null,"work_id":"10606a0e-9ff6-4037-9abf-736abe3affe1","year":2025},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.416149Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:cc623b05d5b305994ef4f613ba7751bef61a02b868879b25061ff4e4b24ab6ca","observation_id":"bf2f937f-e981-4f6c-b82a-ba6a7d391bad","resolution":{"observed_at":"2026-08-15T14:22:12.967906Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2024.05808","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:13.428831Z","title":"Campbell, Harrison Ham, Zhongjin (Gene) Lu, and Katherine Wood","venue":null,"work_id":"e9c7719d-ce63-471c-93fa-975eb05c7af2","year":2026},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.421354Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:0da57fb2b1be3c77509880802b5c92a710a29e524e4db312743b7341dec017e4","observation_id":"cda89905-79bd-4765-a060-d481e286b52a","resolution":{"observed_at":"2026-08-15T14:22:13.436757Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:13.703072Z","title":"Uncertainty-awarelookaheadfactor models for quantitative investing","venue":null,"work_id":"c87795ce-99ef-42a0-b890-3c98b1146c9a","year":2020},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.427618Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:8d93104d23f0c5df437c470b43b666d76d176b509b0d86084d49bc988d2402ec","observation_id":"135a780c-ed8b-4e24-842a-dbdf37b955f0","resolution":{"observed_at":"2026-08-15T14:22:13.708808Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:12.435126Z","title":"Predicting future earnings changes using machine learning and detailed financial data.Journal of Accounting Research, 60(2):467–515, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.435126Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:ead21f0ed2200fb9d7af0876aa3d547310d474e28806f83a0818cec7ca0209b2","observation_id":"8350d6fd-2091-4c73-851c-0e18a68de642","resolution":{"observed_at":"2026-08-15T14:22:12.435126Z","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":"2026-08-15T14:22:13.686892Z","title":"A decoder-only foundation model for time-series forecasting","venue":null,"work_id":"64e69ef6-5f0c-4cd0-a23e-84a7d3ba12fd","year":2024},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.440885Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:81fc4a75a119a1c9d0090c9b5e643fbf2323c2bb8e575091057398b9707153f8","observation_id":"82ffb813-dd4c-48b5-9c92-5f07d20c95ee","resolution":{"observed_at":"2026-08-15T14:22:13.691829Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1093/rfs/hhad091","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:12.936048Z","title":"Noise in expectations: Evidence from analyst forecasts","venue":null,"work_id":"83e0f25f-76b5-4b4c-8338-0d8536e5d998","year":2024},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.446353Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:cbc4beac08ffdecc508912bb41a0dc6e92781de247b6f26a1beb93bb70989ef3","observation_id":"1c1201bd-7829-4b1d-8ea6-ff27d6e97ba9","resolution":{"observed_at":"2026-08-15T14:22:12.941601Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:12.451909Z","title":"Diebold and Roberto S","venue":null,"work_id":null,"year":1995},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.451909Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:7d403eb5e0b4fc34664b2fce4cc0d80d6c395c28f3bb436a66e22def20c7a1ed","observation_id":"0a7889f6-e7f0-4e8c-b8c7-4218f79e1e3f","resolution":{"observed_at":"2026-08-15T14:22:12.451909Z","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":"2026-08-15T14:22:13.672222Z","title":"Fore- casting company fundamentals","venue":null,"work_id":"ad0678b5-5703-4866-a40c-2f8385d93057","year":2025},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.457626Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:98c2bb339324282ed10e660706dda344f57722f4437147af924a4bdb05d33d90","observation_id":"2cf27567-7703-4fa3-9dab-81c1b16c3f99","resolution":{"observed_at":"2026-08-15T14:22:13.676967Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/s0304-405x(96)00896-3","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:12.918590Z","title":"Fama and Kenneth R","venue":null,"work_id":"9b4273d3-e37b-421a-88c4-61527a1c62db","year":1997},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.463233Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:e0cebc0ac7ccfed8de4b2a788770e6714ec5c99e6316758ae4386e9ccaccc806","observation_id":"68884e1d-879b-4471-b516-929ba4893513","resolution":{"observed_at":"2026-08-15T14:22:12.924572Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.2308/tar-4493420","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:12.899683Z","title":"Quarterly accounting data: Time-series properties and predictive-ability results","venue":null,"work_id":"a8c559e6-bffc-4376-9bee-d12092698700","year":1977},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.468709Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:7e2e2c0eec08d202383bb7d15e65d152879b5c79cf909b2feeb1857cdd7e9e08","observation_id":"3bcb87ec-2aea-4a4d-9bf3-bba4e00bd495","resolution":{"observed_at":"2026-08-15T14:22:12.906063Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.2139/ssrn.5039433","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:12.880883Z","title":"Projecting financial statements with chained machine learning","venue":null,"work_id":"cc580863-6a6a-4ec8-90d7-c14f4300b14c","year":2026},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.473930Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:1f39e775a8b1fc7f1fd2b3b9fd1e6ae4c6712d16bbf2b9ea58a909d1d4929ec4","observation_id":"abef356e-5176-4bbb-ab75-3a5b69cd0ce4","resolution":{"observed_at":"2026-08-15T14:22:12.887191Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:12.480473Z","title":"Point and probabilistic forecast reconciliation for general linearly constrained multiple time series.Statistical Methods & Applications, 33 (2):581–607, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.480473Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:f2285fa8005c928e45600b2d896392d1fa861e4d4d62f2676e8447cc7f7b9b7b","observation_id":"deac43cb-0bd0-410d-83d8-04b9a4c9ad7c","resolution":{"observed_at":"2026-08-15T14:22:12.480473Z","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":"2026-08-15T14:22:12.486168Z","title":null,"venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.486168Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:b372d1d15fba33dadb0ba19d5b7da8d3c9c2a58a5b584425638ee4b89d533d09","observation_id":"511bea0e-35a8-47ae-929c-a35bdec00872","resolution":{"observed_at":"2026-08-15T14:22:12.486168Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1256/qj.05.235","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:12.841855Z","title":"Thecontin- uousrankedprobabilityscoreforcircularvariablesanditsapplicationtomesoscaleforecast ensembleverification","venue":null,"work_id":"b655ee8d-d6e3-4cfd-b5ce-4606b91a30ed","year":2006},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.490961Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:b23e84cc9c11fa9cba343e8576a3a5299e2e1219a0a2cffab81c8fbbd46350d9","observation_id":"bcc3dbef-8921-48de-9a6f-b60386ed32aa","resolution":{"observed_at":"2026-08-15T14:22:12.847854Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:12.495457Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.495457Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:c060c6cfb7a1f879da1845703d8f62e70783602078d4b5bc577bada193e9a029","observation_id":"342cca11-8536-4394-882c-8eb1fd5e6826","resolution":{"observed_at":"2026-08-15T14:22:12.495457Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.52202/075280-0861","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:12.812667Z","title":"Large language models are zero-shot time series forecasters","venue":null,"work_id":"6193f1b5-e048-4d77-a18e-2c0b6c7839ce","year":2023},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.500725Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:fab3213a5ef4fd6a17634eebe0b0540bf4bb3c7fec6a8835731a86765e297b41","observation_id":"3f433ee7-90ab-4d40-8746-57c48d5025a5","resolution":{"observed_at":"2026-08-15T14:22:12.818713Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:13.656451Z","title":"Testing the equality of prediction mean squared errors.International Journal of Forecasting, 13(2):281–291, 1997","venue":null,"work_id":"568e78ed-d5dc-4c12-a6b6-01e21cd0c451","year":1997},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.507086Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:bcd43993edd7e38500bf2a090df52d28a7ad5828d74d512fa43cb805d2184fe0","observation_id":"7105b6f6-d893-4791-9ce7-f9bea3473cc8","resolution":{"observed_at":"2026-08-15T14:22:13.662028Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:12.511834Z","title":"Kelly, and Lasse Heje Pedersen","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.511834Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:0b7dc43226008d3bfff35bcfaa22f6683131c17b9e5523534e982ca375c691ad","observation_id":"11bdcf97-8143-4933-a879-18448d7d1839","resolution":{"observed_at":"2026-08-15T14:22:12.511834Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.2139/ssrn.4619313","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:12.786440Z","title":"Interpretable machine learning for earnings forecasts: Leveraging high-dimensional financial statement data.SSRN Working Paper 4619313, 2026","venue":null,"work_id":"32c068ce-ce81-4425-8af2-2d53985e5f3b","year":2026},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.517593Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:a11d1c9e3a36190e9ce18a9a9ea137115973285933c2546169955bc3af7b9eb7","observation_id":"c98492f0-5453-4770-9f29-cc4adc7d7476","resolution":{"observed_at":"2026-08-15T14:22:12.791285Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.jacceco","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:12.771841Z","title":"van Dijk, and Yinglei Zhang","venue":null,"work_id":"6c92cb56-0edb-415a-bfb4-07ce8d3f80a5","year":2012},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.522195Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:f67396bfc06e3af27d1492ecf3350118b2fed54bbc0c7d90482d51d1669f78f4","observation_id":"cbc17768-d06a-432c-a707-f1b03b6687eb","resolution":{"observed_at":"2026-08-15T14:22:12.776595Z","resolver_source":"doi_truncated","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"3846.12888","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:13.293194Z","title":"Machinelearningandthepredic- tion of changes in profitability.Contemporary Accounting Research, 40(4):2643–2672, 2023","venue":null,"work_id":"71d0a749-7cb1-4ec4-8367-7574c89cfea6","year":2023},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.526933Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:e2191d500c6a0890862cb8a968f1072baacc553b6470835430865e9b4525ecb7","observation_id":"9be65465-890f-4901-ba48-a5d94db01a94","resolution":{"observed_at":"2026-08-15T14:22:13.303198Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"3846.12158","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:13.201963Z","title":null,"venue":null,"work_id":"8a2e5623-60ad-4f50-be1a-a7251fcecf58","year":2016},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.531478Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:b232882e08429bdb088f489d79c1266518bdd10b06c30eb269d75b157840f717","observation_id":"96c3ef0f-c1ef-40b8-a575-4d2bca6365d3","resolution":{"observed_at":"2026-08-15T14:22:13.212221Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:13.641979Z","title":"Kosiorek, Seungjin Choi, and Yee Whye Teh","venue":null,"work_id":"09eb44ad-aa29-4589-80f6-3badee26a657","year":2019},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.535917Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:55f848959a97eec720fb9fc070b7aed1a6a8ebaf74abc5f12ec24c4edd17ff93","observation_id":"66ce4920-fdfd-4b8b-9068-720d888d4e72","resolution":{"observed_at":"2026-08-15T14:22:13.646775Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:13.623061Z","title":"Li and Partha Mohanram","venue":null,"work_id":"932b43e5-f07e-47a6-9382-e96933afe28c","year":2014},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.540548Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:47e1a9208ba53d0e89678cf9533af25965ec2523a3fb1ad8627206bceeea2e30","observation_id":"addc4fff-6c74-446a-8c99-dd9943d2827b","resolution":{"observed_at":"2026-08-15T14:22:13.628913Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:12.545674Z","title":"Newey and Kenneth D","venue":null,"work_id":null,"year":1987},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.545674Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:0c1943a61d689a09b4b8775913ce1702118705556cb36cc2c3d210842458e9e5","observation_id":"dfc225d6-3acb-4012-8b73-8033bbb7e96c","resolution":{"observed_at":"2026-08-15T14:22:12.545674Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1023/a:1011338221623","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:12.747020Z","title":null,"venue":null,"work_id":"7d9cc4b3-bcea-48ac-b262-4778edfa2459","year":2001},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.550125Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:7f96a635b1bb5c44294a3813bebb1b3ec16c25bb5eb4ede1b30f476b092c737f","observation_id":"2e74166a-5ce9-4494-89f1-4b9393e17424","resolution":{"observed_at":"2026-08-15T14:22:12.751712Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:12.554818Z","title":"Probabilisticforecastreconciliation: Properties,evaluationandscoreoptimisation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.554818Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:94d1499085195f1d373248496eb510ead4eb3bb8199545d18225ab2f27697ab1","observation_id":"6e8e6155-031c-4d21-88af-6811d09e0489","resolution":{"observed_at":"2026-08-15T14:22:12.554818Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/s11142-025-09898-0","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-19T11:03:45.297681Z","title":"Analysts’ forecasting models and uncertainty about the past","venue":"Review of Accounting Studies","work_id":"be03ebc5-4b26-40f2-9ada-553c76fcac8c","year":2025},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.560058Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:e4fa0d1b65609d729762913322ee7c59930617c84d0afbd3f003c25fc6de01c4","observation_id":"865989f7-f2b7-4b37-b2e7-1bf1b6844c9e","resolution":{"observed_at":"2026-08-15T14:22:12.727629Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:13.607679Z","title":"Werner, Konstantinos Benidis, Pedro Mercado, Jan Gasthaus, and Tim Januschowski","venue":null,"work_id":"ae0dfa44-fd87-49b4-a46d-693b77025f8f","year":null},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.564770Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:2fac30ce1a275a2123cb3337111df48de1919a6000d75b23e1f06c865da7237f","observation_id":"b5601807-157c-4e5d-9eb9-6a38cb2dbf7a","resolution":{"observed_at":"2026-08-15T14:22:13.612836Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:13.578694Z","title":"On the pitfalls of heteroscedastic uncertainty estimation with probabilistic neural networks","venue":null,"work_id":"2baee428-fff1-4dd0-9677-47de8df856fa","year":2022},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.573666Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:feede3e1b8d1f697b6dd999258a29884ece706a43d9475526ef6e8503be2902f","observation_id":"f95197e9-bf05-40cd-903c-7b5be7ae4b0e","resolution":{"observed_at":"2026-08-15T14:22:13.583633Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:12.578097Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.578097Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:38bf947a1fab533a8a312624b3cbaf0a5ed234579dfc067162601dc134f94b6c","observation_id":"ca54c166-7466-4d46-8747-18722c570fc4","resolution":{"observed_at":"2026-08-15T14:22:12.578097Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.52202/079017-1922","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:12.698019Z","title":"Merrill, Vinayak Gupta, Tim Althoff, and Thomas Hartvigsen","venue":null,"work_id":"b62a0cfc-c604-40dc-97c8-1483cc9078d8","year":2024},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.582484Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:c7baa07861c407e00c5509bb808952407f86484f15cd92aa86d390ba8c0484a0","observation_id":"73b3ef42-f4b6-4db3-82a8-2c0eeefece8e","resolution":{"observed_at":"2026-08-15T14:22:12.703545Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:13.563961Z","title":"Attention is all you need","venue":null,"work_id":"741afad8-b05a-4a6b-9760-70524ac8fed0","year":2017},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.587084Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:d0667c1ccc757ae87bf078f3512c8907277d2d1fc86afd89646ca8dd361f5d74","observation_id":"fc0d00fc-4716-4105-91a0-fc3075485bbb","resolution":{"observed_at":"2026-08-15T14:22:13.568799Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1162/003465399558508","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:12.679821Z","title":"Waggoner and Tao Zha","venue":null,"work_id":"d9ce84b4-7276-4e5d-94d3-263489642614","year":1999},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.591741Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:f9742fdd79b97041dbd32c098615ee6811426a4520a4ac2183e5fe1357ee0708","observation_id":"9511ee1c-4b85-42e7-b5c3-977adde09199","resolution":{"observed_at":"2026-08-15T14:22:12.687035Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:13.548664Z","title":"Wahlen, Stephen P","venue":null,"work_id":"0d3da40e-a8da-45a9-8132-e042bbd681ea","year":2023},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.596072Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:2f489bcec4cd14ca46c4c92d32a10a56b146be39c6b92e1ece15c630cf20e8f8","observation_id":"7d96c7f9-cc7b-47ce-b119-9012af0e0dcd","resolution":{"observed_at":"2026-08-15T14:22:13.553372Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:12.600714Z","title":"Wickramasuriya, George Athanasopoulos, and Rob J","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.600714Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:7814d459f9e24d2b816aa208333edcc84092c23ff0a057cc061b95ff4f4ec600","observation_id":"6da09522-09e5-4ebb-8b70-a9fbe3dd1c58","resolution":{"observed_at":"2026-08-15T14:22:12.600714Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T14:22:12.606034Z","title":"Aretransformerseffectivefortimeseries forecasting? InProceedings of the AAAI Conference on Artificial Intelligence,volume37,pages 11121–11128, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.606034Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:167a1050a4e913985a07ab11b18ca1f958962d79b4c8c8db846836cedca0b099","observation_id":"c38a729b-9c18-4806-a3a0-138ae2de4404","resolution":{"observed_at":"2026-08-15T14:22:12.606034Z","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":"2026-08-15T14:22:13.533416Z","title":"[12]) Five selected items across all three statements 1 or 5 1 24 models 𝑑 Varies Varies — Chained statements (Geertsema et al","venue":null,"work_id":"48b260ca-7852-466d-b46c-88319a621c98","year":1970},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.610419Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:af31e69638a0e4e57e6358ae4900d79791737356e6e09f31a797512bbc33f834","observation_id":"c9d95bcb-0edc-4039-a520-ecbfd928f68a","resolution":{"observed_at":"2026-08-15T14:22:13.538529Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:13.517433Z","title":null,"venue":null,"work_id":"0c6d4615-7d3b-44f7-8fa1-0a7c934ef4dc","year":null},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.616800Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:e295d4cef554f27a21ff7c09e131e5a9c0852e92bbe2c8c83335bcfc74921d39","observation_id":"1dee199c-e7db-4bb5-9f2b-aaded47fdf55","resolution":{"observed_at":"2026-08-15T14:22:13.522103Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:13.499670Z","title":null,"venue":null,"work_id":"9f7224bf-b2b9-4403-92ce-d8b3dc66da5e","year":null},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.621625Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:63d80e370206550cb95ffb762b1de07ca2f821ffca32b5cf1801a21a39a8f36e","observation_id":"94cab869-1670-4ab9-9141-8040dc2d6d16","resolution":{"observed_at":"2026-08-15T14:22:13.505934Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:13.482597Z","title":null,"venue":null,"work_id":"3f1c4817-3de9-43a0-b54b-8fd4270fc642","year":null},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.626244Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:fe474901e81df023e0dfde5b9c7b383fcb81ee1ba830101ea40472ea6236b1cb","observation_id":"6d695336-2737-4fc9-af8c-3daa1328bb37","resolution":{"observed_at":"2026-08-15T14:22:13.488649Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:13.466324Z","title":"ppentq[t] ~= ppentq[t-1] + capxq - dpq, with capxq projected as a share of revtq","venue":null,"work_id":"a60fbed5-5aa1-45e9-9d4f-0fda34a4027a","year":null},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.631294Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:1659ea1c36b05f497960b5c5050b99a2b35c79119361a780534da2c98957acc1","observation_id":"8bf8af5a-5f5f-4a2e-88f4-8d2d323786fd","resolution":{"observed_at":"2026-08-15T14:22:13.471301Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:13.450788Z","title":"A RISE in receivables or inventory is a USE of cash (subtract); a rise in payables is a SOURCE (add); dpq is a positive add-back","venue":null,"work_id":"3eeeb9ab-d9d3-4f31-b95f-952d2c79e2e2","year":null},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.636859Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:05e212b0bc564d3bd883225a0f561142c8fed220d26d5287ac737f45f786c1ba","observation_id":"0598d236-53db-4783-ab5d-b124cfbf044f","resolution":{"observed_at":"2026-08-15T14:22:13.456137Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T14:22:13.593118Z","title":null,"venue":null,"work_id":"647f4a72-0478-44a6-a7f4-4a561033e444","year":null},"citing_paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma","version":1},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-15T14:22:12.569218Z"},"links":{"citing_paper":"/paper/2608.11327"},"observation_digest":"sha256:d125dcf63b7fc6bf761e8c004a1ba7a1219311777f642c7c7d43f72c4a844a37","observation_id":"6dfb5653-bc58-49d6-b16f-f09074af53af","resolution":{"observed_at":"2026-08-15T14:22:13.598003Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2608.11327","last_updated":"2026-08-11T18:21:19Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-18T11:44:22.595658Z","submitted_at":"2026-08-11T18:21:19Z","title":"Long-Horizon Forecasting of Complete Financial Statements with Forma"},"reference_resolution":{"displayed":48,"state_counts":{"malformed_identifier":7,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":14,"verified_exact":16,"verified_fuzzy":11},"total_outbound_references":48},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"thesis":"As of 19 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2608.11327."}