{"as_of":"2026-08-09T22:52:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:73fd1591342a1d367c484172eff092bd9b28e4de45ec1328442821823209c9a2","coverage":[{"denominator":30,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":30,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-11T05:29:29.373386Z","state":"measured"},{"denominator":30,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":30,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+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/2607.05582/citation-record","integrity":"/paper/2607.05582/integrity","json":"/paper/2607.05582/citation-record.json","paper":"/paper/2607.05582"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T05:29:29.373386Z","title":null,"venue":null,"work_id":null,"year":1994},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:992fecce28f0979731b489c356f456bd3a3fa157cf5e92665a34e45d35a82753","observation_id":"f545f59c-998e-48ee-85ff-91da6086d97b","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":"Endicott, Vagueness in Law, Oxford University Press, 2000","venue":null,"work_id":null,"year":2000},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:0ac545b019a1737b30c0ed1fc3353ca84da94d73f9cc0f4c1fd1244aa7de2515","observation_id":"7cd4ac71-48ca-42d4-ac9f-4ff9c15e9842","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":"Endicott, Law and Language the stanford encyclopedia of philosophy, http://plato.stanford.edu/,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:b9c65e2be1422c6e5d871d27ad896a5b6664f24cfd0f04cb8109a08eae3e1c0a","observation_id":"7cbabbe1-d6ac-4d82-89df-9d16b58f53c0","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:ce9411ecc3110148582ac6b40706a9a5d315678d6c41ffb8704ac65d3cc44024","observation_id":"9134c5c8-274f-4360-8090-679823738e24","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","resolver_source":null,"status":"parse_uncertain"},"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":"2026-07-11T05:29:29.373386Z","title":"Daci, Legal principles, legal values and legal norms: are they the same or different?, Academicus International Scientific Journal 02 (2010) 109–115","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:4ee6a453cfea5bd364b68574d79da2394e802642a29ea197cb685fca48ea4e2e","observation_id":"3498e69b-60e3-4e1b-9aad-155e87fa30a5","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":null,"venue":null,"work_id":null,"year":1991},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:35ddfb577f7311de4c9ea55f070f6ed256121ea9d97f9b1e0c44b23b1ba88421","observation_id":"5e7d39e5-664b-4ad3-9b36-537c3265461a","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":"Šavelka, K","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:710ff1295968538ce78d50d91847ef0f55e05388d65eae9edd7e8a78a046d315","observation_id":"b921ff85-d32f-46f1-bf91-ae806b6eb9d0","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:357feb3dd44cde8a6d759bab0ac413ca9d6cb875180418e1da0cb0524d7de615","observation_id":"537e5661-6d29-4c98-97ac-2096550fa935","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":"Savelka, H","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:57d79c840877f527ed552eb393460d6ec5efdf6ce2e34c08ed609dd5bb0c1edd","observation_id":"15f9d052-804a-42ec-aae9-f095c826e272","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":"Savelka, Discovering sentences for argumentation about the meaning of statutory terms, Ph.D","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:4ac50deb20d754f24d733d34df043a4dccd53ec9d3e67f938fc770e8638e2262","observation_id":"1003dc9b-22a6-434e-b02f-2df6315cbbc3","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":"Šavelka, K","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:da23322c0926433216f453779955b09c18e846455ff32f2f6ec8ba9585d9fb05","observation_id":"24bf2e3a-e5ac-4c45-95f3-f879c61fe6e1","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":"Šavelka, K","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:e2758df837543c9d5b293ce3faa414e54757abff5da49a274351780b70238816","observation_id":"649c61a2-4e8e-407a-9b46-8814da8cba49","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":"Savelka, K","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:08f6b928cb9e573e73393c1a2aa51ac2c49c43e61e69677341202f8c2e7b715e","observation_id":"080cb56b-f594-44b3-9b39-5c2621ee2eb8","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":"Libal, A","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:9e632485120c8fde13c9ac0f33fefb0979429bc5f2118813b819f6b4c8c7fb04","observation_id":"3418badc-ca84-4d7a-ae55-67b60514f40a","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":"Krippendorff, Computing krippendorff’s alpha-reliability, Computing 1 (2011) 25","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:72816ef46bb5345e011c0e6b3ba8b2148ccdc78596c1dd9de71ef746ed41d742","observation_id":"86e8a838-5495-4691-9f81-6e105d03dade","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":"Warner, A","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:eb5dedbcda2e93e3fb60e1ca9062c1a0ace33fe8f1b185ffdbf3026cfa58b30f","observation_id":"943bc544-2aff-4680-938b-6cab49196c74","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":"Devlin, M.-W","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:e8e27bfa13911a1da20f2aa3a17e11aa4ad728591b5c3a688a2537467f75d45a","observation_id":"48663a90-5b5f-41c8-bbac-1acb18cd4723","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1907.11692","last_updated":"2019-07-26T17:48:29Z","snapshot_observed_at":"2026-07-31T22:31:37.910868Z","submitted_at":"2019-07-26T17:48:29Z","title":"RoBERTa: A Robustly Optimized BERT Pretraining Approach","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1907.11692","snapshot_observed_at":"2026-07-11T05:29:29.373386Z","title":null,"venue":null,"work_id":null,"year":1907},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"cited_paper":"/paper/1907.11692","citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:97e55d77b1843e0b55699b6229a67614c0c58a0ea81f7621d74c9ed68f5f4dea","observation_id":"81f8122b-d331-4e76-aec2-13278d4c7847","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:5797f7ac6cde91a4d894f5243172019cc7cbf398b7cbfeaf3e1ffbfe1a46c3ab","observation_id":"a4e43e44-a8f3-4349-aefc-f15acca3b978","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.21276","last_updated":"2024-10-25T17:43:01Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-10-25T17:43:01Z","title":"GPT-4o System Card","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.21276","snapshot_observed_at":"2026-07-11T05:29:29.373386Z","title":"Hurst, A","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"cited_paper":"/paper/2410.21276","citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:e6eeeeaba26e5733f7e2e9480cc1ab69f62d411e38fcfe6ae7d8a30b0dc9799a","observation_id":"be9150ff-68f1-4c06-8d63-949773583eb2","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2508.10925","last_updated":"2025-08-08T19:24:38Z","snapshot_observed_at":"2026-08-01T16:27:35.664983Z","submitted_at":"2025-08-08T19:24:38Z","title":"gpt-oss-120b & gpt-oss-20b Model Card","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2508.10925","snapshot_observed_at":"2026-07-11T05:29:29.373386Z","title":"URL: https://arxiv.org/abs/2508.10925","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"cited_paper":"/paper/2508.10925","citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:12fea7c299ca49b10273c3efb6e217d3cc34afc14bad3f1d570001009654c0a4","observation_id":"feff0d70-332f-4673-8220-d872c899dcc2","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":"Addendum to the GPT-5 System Card","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:b49c8d9095ad289adaf1a948091e9694754d4cf39b2e26df89f279952f3b104b","observation_id":"6a60aa2b-0546-42b2-a8dd-1f32d9c4b02c","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:9af1e410edeef2ae4622c1d5df42def74179de1917c4fee76b9123b48d5dc065","observation_id":"c96ad49e-bddb-4fd4-aceb-845564fa8966","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.21783","last_updated":"2024-11-23T23:27:33Z","snapshot_observed_at":"2026-07-06T18:55:11.576666Z","submitted_at":"2024-07-31T17:54:27Z","title":"The Llama 3 Herd of Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.21783","snapshot_observed_at":"2026-07-11T05:29:29.373386Z","title":"Grattafiori, A","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"cited_paper":"/paper/2407.21783","citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:861a91d8062d4ca0c7156b81784836d1fc8a0e32f92cff570365b5929382edb5","observation_id":"472817ed-14f5-4e09-b9de-18a86172a2dc","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:7862066bba91d676f399fd48d5c5e63d11e8ba000c4cfd8d34e1c514a56ec24b","observation_id":"37147490-ed86-4b13-ae49-338c65a8f312","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.09388","last_updated":"2025-05-14T13:41:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-05-14T13:41:34Z","title":"Qwen3 Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.09388","snapshot_observed_at":"2026-07-11T05:29:29.373386Z","title":"URL: https://arxiv.org/abs/2505.09388","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"cited_paper":"/paper/2505.09388","citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:92be74a25a57cf992b98870b2f1acf672d60c8c0d280ffa3329a146d17ea7015","observation_id":"3380d72c-0455-4774-a621-f21293e93a72","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1711.05101","last_updated":"2019-01-04T21:01:49Z","snapshot_observed_at":"2026-08-09T20:34:52.923500Z","submitted_at":"2017-11-14T14:24:06Z","title":"Decoupled Weight Decay Regularization","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1711.05101","snapshot_observed_at":"2026-07-11T05:29:29.373386Z","title":"Loshchilov, F","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"cited_paper":"/paper/1711.05101","citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:9486308221edf7a1f2c64beeb5bf0751af16a614b44b0ba46c494c3439ef582b","observation_id":"7f9a1819-821e-437c-96bf-bf93bd2678cd","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2010.06467","last_updated":"2021-08-19T16:37:02Z","snapshot_observed_at":"2026-08-08T04:44:42.141501Z","submitted_at":"2020-10-13T15:20:32Z","title":"Pretrained Transformers for Text Ranking: BERT and Beyond","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2010.06467","snapshot_observed_at":"2026-07-11T05:29:29.373386Z","title":null,"venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"cited_paper":"/paper/2010.06467","citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:bcc94a4517d2d1eea5feb4c263be60fa390efeb2cb0651cfddbd74c901b431db","observation_id":"d36d5856-75d4-449f-8f41-ce1abf444728","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","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":"2026-07-11T05:29:29.373386Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:1436b89e67c2a555eeb68c67cf6ff2114ab8c22ee161ce314b2eef26386f094b","observation_id":"ab59a470-eda9-415c-8679-4e36be35af3e","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.23250","last_updated":"2025-07-04T08:06:20Z","snapshot_observed_at":"2026-08-08T04:10:03.724155Z","submitted_at":"2025-05-29T08:55:39Z","title":"Deep Retrieval at CheckThat! 2025: Identifying Scientific Papers from Implicit Social Media Mentions via Hybrid Retrieval and Re-Ranking","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.23250","snapshot_observed_at":"2026-07-11T05:29:29.373386Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-07-11T05:29:29.373386Z"},"links":{"cited_paper":"/paper/2505.23250","citing_paper":"/paper/2607.05582"},"observation_digest":"sha256:aaa02d9c30df44b7b1c476985afc9a4d48b659910cbe26800b1e7c53c894973f","observation_id":"8622b11a-8a03-4f40-a432-dc61814957ff","resolution":{"observed_at":"2026-07-11T05:29:29.373386Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.05582","last_updated":"2026-07-06T19:26:44Z","latest_version":1,"primary_category":"cs.IR","snapshot_observed_at":"2026-08-03T02:11:08.430190Z","submitted_at":"2026-07-06T19:26:44Z","title":"Prompting Beats Fine-Tuning: Generative Expected Value Scoring for Statutory Term Retrieval"},"reference_resolution":{"displayed":30,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":1,"unresolved":29,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":30},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2607.05582."}