{"as_of":"2026-08-07T04:27:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:aeabe1c353b774b375245f8c8e8e0fa1a0d830825f64bf33e01fcccc2624e417","coverage":[{"denominator":45,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":45,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T20:06:24.540598Z","state":"measured"},{"denominator":46,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":46,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-06T06:34:29.942622+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-01T10:29:17.578587Z","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":[{"citation":{"cited_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2508.11246","snapshot_observed_at":"2026-08-01T10:29:17.578587Z","title":"arXiv preprint arXiv:2508.11246 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.20230","last_updated":"2026-07-22T14:49:10Z","snapshot_observed_at":"2026-08-06T02:00:39.774027Z","submitted_at":"2026-07-22T14:49:10Z","title":"PIER: Physics-Informed Environmental Retrieval for Time-Series Modeling","version":1},"reference_index":101,"source":"arxiv_source","source_observed_at":"2026-08-01T10:29:17.578587Z"},"links":{"cited_paper":"/paper/2508.11246","citing_paper":"/paper/2607.20230"},"observation_digest":"sha256:80ef2747098c126bc775dbff3a8dfae1dce1f19aae0d7d44fbf776e4be549100","observation_id":"1ee51cc4-adb5-4f6b-9a6f-3de793558407","resolution":{"observed_at":"2026-08-01T10:29:17.578587Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2508.11246/citation-record","integrity":"/paper/2508.11246/integrity","json":"/paper/2508.11246/citation-record.json","paper":"/paper/2508.11246"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T20:06:30.954685Z","title":"PROV-O: The PROV Ontology","venue":null,"work_id":"1f3c3710-003f-4156-a2f1-6ac68af38b14","year":2013},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:19.642708Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:325f98da495d2d4e87f7eb185e9c2d798623fb1baec327c1b504d85c4f3be1cd","observation_id":"1a151236-8448-4e7b-aa93-ea8d30191203","resolution":{"observed_at":"2026-08-05T20:06:31.041478Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:30.787378Z","title":null,"venue":null,"work_id":"a48347d1-e395-4326-bc69-12ae654f43bd","year":2018},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:19.809257Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:6ce21d4702f95e5daa1f4cee0a1243363d3eba42bd5cc637ec551f5720ba3cfb","observation_id":"c6fede50-42d4-44dd-87e4-a6524e0a9702","resolution":{"observed_at":"2026-08-05T20:06:30.862346Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:30.557682Z","title":null,"venue":null,"work_id":"1bc31884-9ac9-4f80-b6b8-a8d97fd4e29f","year":1996},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:19.941374Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:7fa56e6a70554f585b728efc5449488b82ea5a6bfd08c66083d98a445a1f9a88","observation_id":"3ad95467-6acf-4989-a9b3-c471c467f7e3","resolution":{"observed_at":"2026-08-05T20:06:30.658342Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:30.362559Z","title":null,"venue":null,"work_id":"73e6ecde-8c35-48a7-b3a3-7b7e944b458c","year":2019},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:20.039781Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:5619f2850a52452e1b29e1fa1b30b0e8b1e9fa6b11e9bc7cfbe1a1384d4e975a","observation_id":"6bf71f53-d8d8-42c9-9498-f6f20cd1a1c3","resolution":{"observed_at":"2026-08-05T20:06:30.471355Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:30.170558Z","title":null,"venue":null,"work_id":"9a0bc58c-59ca-4138-a8b6-3e2b1d67a044","year":2017},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:20.126455Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:da666c511cc552360a96488ce8b461e72fd0bce0f5f98e4290c030e6a9cbaff3","observation_id":"98730a83-e35a-484a-b26d-0536b48a025c","resolution":{"observed_at":"2026-08-05T20:06:30.248448Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2107.03374","last_updated":"2021-07-14T17:16:02Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2021-07-07T17:41:24Z","title":"Evaluating Large Language Models Trained on Code","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2107.03374","snapshot_observed_at":"2026-08-05T20:06:20.217218Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:20.217218Z"},"links":{"cited_paper":"/paper/2107.03374","citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:e459bed2b0c5107f0813a797c67d0f1f04996590ce18cce867794e8b3fb64dba","observation_id":"e8b6b291-a6b1-426a-91c7-7ef643743ee8","resolution":{"observed_at":"2026-08-05T20:06:20.217218Z","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":"2026-08-05T20:06:29.951007Z","title":null,"venue":null,"work_id":"83bf9b2a-3b68-4807-bda8-8f970c149baf","year":null},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:20.381578Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:722f5cf43d2a41976c62133d33d4e21de2f4e00d02a4f6e571b3fcea72a4c459","observation_id":"c9ac33b9-fed8-4178-a24e-baa807c053f0","resolution":{"observed_at":"2026-08-05T20:06:30.056946Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:29.726828Z","title":null,"venue":null,"work_id":"de74d56c-d209-4534-a0d1-66d47a93d8fb","year":2012},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:20.591737Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:e9acee71ff9069b35332a5ed3058e5cbdc6dd99c5a6ad202d17ff55d225a2006","observation_id":"568fcc24-78b9-4ec8-8f76-855761f4256b","resolution":{"observed_at":"2026-08-05T20:06:29.864354Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:29.505992Z","title":null,"venue":null,"work_id":"b72d065e-a760-40d2-bb13-40184033c4e0","year":2003},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:20.659409Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:bc0034b2c2d9fabe00fd1f0d38e97cbd69d7215df5476d903d32db64bea2f4d8","observation_id":"cd7a4285-d142-48ef-9d43-11d4304123df","resolution":{"observed_at":"2026-08-05T20:06:29.598115Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:29.174135Z","title":null,"venue":null,"work_id":"7ca21b21-22f5-409a-a59a-c40aeef44317","year":2016},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:20.742471Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:dd15b7565ff56365a3f033ea25dc87598652d8f620ddb28c44354e42990a859b","observation_id":"49009a13-8225-4865-aef1-ccdb19da5301","resolution":{"observed_at":"2026-08-05T20:06:29.359165Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:28.777788Z","title":null,"venue":null,"work_id":"518345b3-511a-4290-8e0f-57313a864ec5","year":2007},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:20.838480Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:63feaf9329394c0cc47a6576f6b0e80d13d16dbe5239d27fdd6ee17d56747b5c","observation_id":"1a7c3cd4-47fb-4b46-a0d9-2073fa0aff8c","resolution":{"observed_at":"2026-08-05T20:06:28.939578Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:28.450363Z","title":null,"venue":null,"work_id":"76ee5021-b6ff-4618-bb2b-37daffd34485","year":2019},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:20.962835Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:2c23d7cea0575d308f8985f6b96c024b6e110a2a40c58208206dd32d1211d6e0","observation_id":"f078dbe0-cc36-4a08-b78f-7aad6b2b4fa6","resolution":{"observed_at":"2026-08-05T20:06:28.619646Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:21.088887Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:21.088887Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:8a47190f5be950e9bf7265bc1b31ba997dcacf31ceacc47b1cfcbabd52189d3a","observation_id":"416a401d-f614-411a-a1c9-f08e40f6d9f1","resolution":{"observed_at":"2026-08-05T20:06:21.088887Z","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":"2026-08-05T20:06:28.298109Z","title":null,"venue":null,"work_id":"6aa5d7d3-dbf5-4514-a1e9-6ce15d8522c4","year":2020},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:21.188125Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:bafc1e69d4751259d5d08eead4763092620cc455908ee67933a81c2303adcee4","observation_id":"3faac8f8-bdaf-4548-9ef2-fc70b59a7d16","resolution":{"observed_at":"2026-08-05T20:06:28.404545Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2012.04584","last_updated":"2022-08-04T17:36:08Z","snapshot_observed_at":"2026-08-05T21:44:05.382799Z","submitted_at":"2020-12-08T17:36:34Z","title":"Distilling Knowledge from Reader to Retriever for Question Answering","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2012.04584","snapshot_observed_at":"2026-08-05T20:06:21.275639Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:21.275639Z"},"links":{"cited_paper":"/paper/2012.04584","citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:91ea986da5f34b646d2eb90c81e82c1e046a305547967edf1cc446e8ec5e9111","observation_id":"fd6d52d2-3e0c-4d7b-a0e6-390c796e403e","resolution":{"observed_at":"2026-08-05T20:06:21.275639Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2208.03299","last_updated":"2022-11-16T16:38:18Z","snapshot_observed_at":"2026-08-05T00:57:17.859949Z","submitted_at":"2022-08-05T17:39:22Z","title":"Atlas: Few-shot Learning with Retrieval Augmented Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2208.03299","snapshot_observed_at":"2026-08-05T20:06:21.362042Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:21.362042Z"},"links":{"cited_paper":"/paper/2208.03299","citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:b478b6422ee009f578881d9fe22f1e558b37fd830eff809ec1cf5948193cc498","observation_id":"698a85bf-1d19-49a1-85e5-302dbad234eb","resolution":{"observed_at":"2026-08-05T20:06:21.362042Z","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":"2026-08-05T20:06:28.066879Z","title":null,"venue":null,"work_id":"277c076b-2dd0-419f-bb0b-0e894d94bdac","year":2009},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:21.446408Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:d53239fd0227a52a35c6b0ff2e65fa54c8c115a2211e8d6c10a0d56a4c5253d0","observation_id":"a02c5ea0-859f-4bfb-9a63-fce3b0836b9c","resolution":{"observed_at":"2026-08-05T20:06:28.177282Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:21.655887Z","title":null,"venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:21.655887Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:6c08a84c6f5c9f272efcde78611ea782ddb637120ea24cd712546f30c2582e4c","observation_id":"aaf161b6-799b-4447-9e72-454f6bd0e3b4","resolution":{"observed_at":"2026-08-05T20:06:21.655887Z","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":"2026-08-05T20:06:27.870375Z","title":null,"venue":null,"work_id":"9a22ba5b-0806-4669-a72f-04065089ab89","year":2009},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:21.752155Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:3c21e651fc96bccfd39d8217759fa24cc246fb375f387056696b3dc5351505cc","observation_id":"eb07c21c-f30f-41f4-8c23-8d844e6f7c12","resolution":{"observed_at":"2026-08-05T20:06:27.950439Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:21.831262Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:21.831262Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:ee46e54c378e7aed3b65045242d2fb5166ea140900d0e1e06af9fd1ebc81e2e7","observation_id":"ea248012-6b47-47e5-9848-6e416ef79479","resolution":{"observed_at":"2026-08-05T20:06:21.831262Z","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":"2026-08-05T20:06:21.948512Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:21.948512Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:c0de8ca3a5fe7d20b5a1551c497497f9dbf99a9f87a6bd85bdc04086eafce4e2","observation_id":"ca814b9b-846c-4742-9fc6-3b6b617ab4f1","resolution":{"observed_at":"2026-08-05T20:06:21.948512Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2212.14024","last_updated":"2023-01-23T17:00:01Z","snapshot_observed_at":"2026-08-06T22:47:15.172350Z","submitted_at":"2022-12-28T18:52:44Z","title":"Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2212.14024","snapshot_observed_at":"2026-08-05T20:06:22.035677Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:22.035677Z"},"links":{"cited_paper":"/paper/2212.14024","citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:831d4824964fa9f2b3e969081baa8696a71cb126a9adb1082ed7a8b5e438ac45","observation_id":"590dcda4-da5d-47df-aec5-65521c802fdf","resolution":{"observed_at":"2026-08-05T20:06:22.035677Z","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":"2026-08-05T20:06:27.631903Z","title":null,"venue":null,"work_id":"5e2d19d6-75a9-4bab-bf33-e862cba3253d","year":2017},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:22.200357Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:374fdccc3a7ddebd78ebd304059aced566b7956566460333d946f26aad260691","observation_id":"bba281e1-95ae-475e-8633-684afe72f5f7","resolution":{"observed_at":"2026-08-05T20:06:27.739123Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2005.11401","last_updated":"2021-04-12T15:42:18Z","snapshot_observed_at":"2026-08-04T13:06:14.768886Z","submitted_at":"2020-05-22T21:34:34Z","title":"Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2005.11401","snapshot_observed_at":"2026-08-05T20:06:22.310134Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:22.310134Z"},"links":{"cited_paper":"/paper/2005.11401","citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:0dd04e5bff08fb2b05e90aa8cbe9467f7017c5be48f59c8cebe1019b80a0d11f","observation_id":"d05bdef0-1387-47c7-8915-399bc7daefda","resolution":{"observed_at":"2026-08-05T20:06:22.310134Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.03172","last_updated":"2023-11-20T23:09:34Z","snapshot_observed_at":"2026-07-06T15:51:12.179086Z","submitted_at":"2023-07-06T17:54:11Z","title":"Lost in the Middle: How Language Models Use Long Contexts","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.03172","snapshot_observed_at":"2026-08-05T20:06:22.407476Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:22.407476Z"},"links":{"cited_paper":"/paper/2307.03172","citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:6e6049518d037fcd81fb81183257cc7423ac5eca2f566e38201354eb8d6110ae","observation_id":"329b1325-95a8-4409-a5cf-468d00a873b7","resolution":{"observed_at":"2026-08-05T20:06:22.407476Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2112.01147","last_updated":"2022-01-09T07:46:10Z","snapshot_observed_at":"2026-08-06T07:45:04.497191Z","submitted_at":"2021-12-02T11:52:01Z","title":"CO2Sum:Contrastive Learning for Factual-Consistent Abstractive Summarization","version":2},"cited_work":{"arxiv_id":"2112.01147","doi":null,"metadata_source":"pith","pith_arxiv_id":"2112.01147","snapshot_observed_at":"2026-08-05T20:06:24.954957Z","title":"CO2Sum:Contrastive Learning for Factual-Consistent Abstractive Summarization","venue":"cs.CL","work_id":"133c2c9e-210f-4232-b67a-14716f69833f","year":2021},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:22.527568Z"},"links":{"cited_paper":"/paper/2112.01147","citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:96d5ece903f47fc4fbf3de5acfc656f2f9f2f9a825c0a12ef172c6ebe64e0b4a","observation_id":"d352908b-bb10-4a19-9ec6-444499b32135","resolution":{"observed_at":"2026-08-05T20:06:25.037540Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:27.381139Z","title":null,"venue":null,"work_id":"315432ef-efd8-4d8a-aa4f-9db936cc2194","year":null},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:22.624874Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:f12ce33eee218267548bc95792b0887383fd4006118442f67e4b474016645068","observation_id":"b49453e5-aad5-441f-a8e8-e6e7d3726315","resolution":{"observed_at":"2026-08-05T20:06:27.518142Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:22.938765Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:22.938765Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:9d59bc78700e6a99613cb48ec9c6d55375aae9e8f52f717bd383e4185566308f","observation_id":"b0b142db-c516-489b-ad5d-4ecd5da9ffc2","resolution":{"observed_at":"2026-08-05T20:06:22.938765Z","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":"2026-08-05T20:06:26.993713Z","title":null,"venue":null,"work_id":"81dd7df8-deb9-4fff-b6db-97b5d5cf69a4","year":2016},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:23.058735Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:2cd8d3d995ae87bda5a8dc591e1b136d5dc11a58c4d744ad2f27711aac58bb17","observation_id":"62c0e279-4fbc-430b-a7c3-b8e94fa023a1","resolution":{"observed_at":"2026-08-05T20:06:27.093420Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2103.00020","last_updated":"2021-02-26T19:04:58Z","snapshot_observed_at":"2026-07-06T10:45:03.059688Z","submitted_at":"2021-02-26T19:04:58Z","title":"Learning Transferable Visual Models From Natural Language Supervision","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2103.00020","snapshot_observed_at":"2026-08-05T20:06:23.174289Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:23.174289Z"},"links":{"cited_paper":"/paper/2103.00020","citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:0e748d364acbcf0ea65d945ca30430b1c2888ba29fb58bee067ae6d8b9da6bc8","observation_id":"60e72bf4-b58d-456d-a8d4-1797553c6729","resolution":{"observed_at":"2026-08-05T20:06:23.174289Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1908.10084","last_updated":"2019-08-27T08:50:17Z","snapshot_observed_at":"2026-07-06T08:17:05.681370Z","submitted_at":"2019-08-27T08:50:17Z","title":"Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1908.10084","snapshot_observed_at":"2026-08-05T20:06:23.332494Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:23.332494Z"},"links":{"cited_paper":"/paper/1908.10084","citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:364259bc836fe38928b581e83a9354adf48b91b6b45d1cf24f412ebf7142a66c","observation_id":"ae3f6af8-91dc-41a2-9bb4-483a780e4a2e","resolution":{"observed_at":"2026-08-05T20:06:23.332494Z","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":"2026-08-05T20:06:26.803012Z","title":null,"venue":null,"work_id":"b8ce9747-05a3-40b2-89f2-fbd2596be863","year":2012},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:23.456615Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:dbfa42af1947a91f9c1da2696043ad659e1bbd3e31137b2771b89e5f0a507dee","observation_id":"7ad87de9-83d1-45d7-a84a-af4b17e959dd","resolution":{"observed_at":"2026-08-05T20:06:26.876932Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2301.12652","last_updated":"2023-05-24T05:08:07Z","snapshot_observed_at":"2026-08-02T02:08:12.414817Z","submitted_at":"2023-01-30T04:18:09Z","title":"REPLUG: Retrieval-Augmented Black-Box Language Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2301.12652","snapshot_observed_at":"2026-08-05T20:06:23.560260Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:23.560260Z"},"links":{"cited_paper":"/paper/2301.12652","citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:51566e9402709d2660692665179c37bc6209641930c90758a40b27f010dafb1f","observation_id":"f00f0000-6843-4e41-9241-6469cbbf2169","resolution":{"observed_at":"2026-08-05T20:06:23.560260Z","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":"2026-08-05T20:06:26.587523Z","title":null,"venue":null,"work_id":"cbdc78b6-9e74-4b69-af27-7a0be573269b","year":2008},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:23.692991Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:75e2b2b74201173afbd7712264a13e919494fa466b7f15ac50d50698a2af4c10","observation_id":"ac842816-dff1-462a-a307-4593bdb23ae9","resolution":{"observed_at":"2026-08-05T20:06:26.688277Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:26.411912Z","title":null,"venue":null,"work_id":"448b9b1f-df7e-4e46-81d6-2fcabe631858","year":2011},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:23.771318Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:3af222e021924f89911fc6b625bb8d15026b01ac4be22cdf4a993a4e77a7e288","observation_id":"e2066f60-3819-4191-86d4-f2341d5e2484","resolution":{"observed_at":"2026-08-05T20:06:26.478897Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.13193","last_updated":"2026-05-19T15:04:52Z","snapshot_observed_at":"2026-07-06T18:48:16.629078Z","submitted_at":"2024-07-18T06:06:53Z","title":"Retrieval-Augmented Generation for Natural Language Processing: A Survey","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.13193","snapshot_observed_at":"2026-08-05T20:06:23.884221Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:23.884221Z"},"links":{"cited_paper":"/paper/2407.13193","citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:b5f51478fe3600d5dbe2bf6dd11cba27ab991875e7b9ea72fe940ce039df23bf","observation_id":"20876886-1bb4-41fa-9a5e-e28d1aaa2fef","resolution":{"observed_at":"2026-08-05T20:06:23.884221Z","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":"2026-08-05T20:06:26.207333Z","title":null,"venue":null,"work_id":"86e2e2d9-d41a-4ca1-ae42-2d48d0a519f1","year":2018},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:24.004126Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:bacf34bcd2394a0f79288f53e917c5ae50cb5f1a5f56978451fa0e61fbdb06ca","observation_id":"0c4a1e0b-42a6-4b62-b07a-f2ff19454fe6","resolution":{"observed_at":"2026-08-05T20:06:26.298694Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:25.991677Z","title":null,"venue":null,"work_id":"2cb0b92b-113f-4812-adc2-edb19292d139","year":2023},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:24.123943Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:5420c24d2e7470ed669afdccd422e6a2529a33559b9025ae9adce163908c5ac0","observation_id":"1527d044-b187-4ed4-8a21-76e8771d02e0","resolution":{"observed_at":"2026-08-05T20:06:26.118783Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.04280","last_updated":"2025-04-05T20:56:38Z","snapshot_observed_at":"2026-07-06T21:04:52.563510Z","submitted_at":"2025-04-05T20:56:38Z","title":"Foundation Models for Environmental Science: A Survey of Emerging Frontiers","version":1},"cited_work":{"arxiv_id":"2504.04280","doi":null,"metadata_source":"pith","pith_arxiv_id":"2504.04280","snapshot_observed_at":"2026-08-05T20:06:24.644544Z","title":"Foundation Models for Environmental Science: A Survey of Emerging Frontiers","venue":"cs.LG","work_id":"45109138-2b2b-4021-941f-8fed5068c2e2","year":2025},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:24.209467Z"},"links":{"cited_paper":"/paper/2504.04280","citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:06eaf0ccf9e22a94c713789b27caf784a551ae2f61606aaa7a923b7ba3977457","observation_id":"9edd6f4e-356e-4b2f-9d96-b6dcac1bf056","resolution":{"observed_at":"2026-08-05T20:06:24.771422Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:25.822092Z","title":null,"venue":null,"work_id":"2c324894-9c50-44f1-a737-135141c8fb95","year":2025},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:24.316886Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:93acf1696e515b2fc2892b6bf89444509a4a528b375bb2e35784236613f6b12e","observation_id":"44d03b92-98ac-4c0b-b158-63db88fe89db","resolution":{"observed_at":"2026-08-05T20:06:25.878805Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:25.621490Z","title":"Hanson, Yiqun Xie, Yanhua Li, and Xiaowei Jia","venue":null,"work_id":"4d09f607-fa5a-455e-b39e-95652d3ba357","year":2024},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:24.398136Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:dc1b9ae0ed8d0e8cb919a66d33529d26b18e4f480b0cd797dd39e93030238ab9","observation_id":"509d8c4a-ec65-4721-9ee5-d44d76e24a3e","resolution":{"observed_at":"2026-08-05T20:06:25.740187Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:25.433857Z","title":null,"venue":null,"work_id":"7aacea06-d7a6-4e7b-8b62-7e90b6ade1ff","year":2025},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:24.462691Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:f3c305b50fdf4ac3c2febeeba834d4c01ca46b00406239a355b4d2af7a9d38d2","observation_id":"85aeb5e0-d8f2-4f1a-bcb1-239061f83fbd","resolution":{"observed_at":"2026-08-05T20:06:25.540024Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:25.224855Z","title":null,"venue":null,"work_id":"1d6cc3a8-92d7-47aa-a655-5fbe61d23816","year":2016},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:24.540598Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:51d5258b18d6277548e7fc44806d5773e719e8390d09b6993f5f9cdb1da3da3a","observation_id":"884fa93b-d5de-427d-ad79-a712edc3a689","resolution":{"observed_at":"2026-08-05T20:06:25.349283Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+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":"2026-08-05T20:06:27.219056Z","title":"ISPRS journal of photogrammetry and remote sensing 152 (2019), 166–177","venue":null,"work_id":"2a536ab7-4bc4-435f-843d-dd522d4645db","year":2019},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":2019,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:22.781730Z"},"links":{"citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:02fb723748f42829608b9c3bff98d5c93942182342cca40729104b81ace39258","observation_id":"20cc8332-149f-4815-b34f-30698025edab","resolution":{"observed_at":"2026-08-05T20:06:27.283091Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2104.06486","last_updated":"2021-11-23T01:12:57Z","snapshot_observed_at":"2026-07-06T10:59:19.562425Z","submitted_at":"2021-04-13T19:59:34Z","title":"MS2: Multi-Document Summarization of Medical Studies","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.06486","snapshot_observed_at":"2026-08-05T20:06:20.520194Z","title":"arXiv preprint arXiv:2104.06486 (2021)","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities","version":1},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-05T20:06:20.520194Z"},"links":{"cited_paper":"/paper/2104.06486","citing_paper":"/paper/2508.11246"},"observation_digest":"sha256:db28b3402ec4f4e85aa8c96bee376554783d17b9189a67862cd79e66d2e4aa2c","observation_id":"13b84e0f-fa67-4b62-aad4-2530bcbd1e6e","resolution":{"observed_at":"2026-08-05T20:06:20.520194Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2508.11246","last_updated":"2025-08-15T06:33:27Z","latest_version":1,"primary_category":"cs.ET","snapshot_observed_at":"2026-08-07T02:41:04.626454Z","submitted_at":"2025-08-15T06:33:27Z","title":"RAG for Geoscience: What We Expect, Gaps and Opportunities"},"reference_resolution":{"displayed":45,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":40,"verified_exact":2,"verified_fuzzy":3},"total_outbound_references":45},"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":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 1 inbound Pith citation observation for arXiv:2508.11246."}