{"as_of":"2026-08-08T05:36:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:05276463eddf5c4411359cb8851beafe61fcee9816b105ce4691ac3cd179c7a2","coverage":[{"denominator":26,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":26,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T17:31:39.401790Z","state":"measured"},{"denominator":26,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":26,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2507.10743/citation-record","integrity":"/paper/2507.10743/integrity","json":"/paper/2507.10743/citation-record.json","paper":"/paper/2507.10743"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:40.062787Z","title":null,"venue":null,"work_id":"8cdb7db4-6356-432e-b4d0-7a9263665086","year":2018},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.180597Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:a0c3ed5dc4da9377c91035f289739538801cb91786dbe677a60ac31193b08c9f","observation_id":"d54e2450-cda2-43f5-991e-ba507a73529c","resolution":{"observed_at":"2026-08-06T17:31:40.071076Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:40.032864Z","title":null,"venue":null,"work_id":"59746004-8df6-49fb-8348-c27b7cb23b53","year":2021},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.223218Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:c0685cb31476855e58a613bce3d43e1638e74ea29aff3dae568b42c6a4da6dfc","observation_id":"8d12f0c0-ff89-4dd1-8e82-2e6aceb7159a","resolution":{"observed_at":"2026-08-06T17:31:40.038950Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:39.235243Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.235243Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:53e6f38faebed261d29e3cfd961794265d702875a51c144f455973786460cf2c","observation_id":"beae1a6c-5484-4763-a455-a544a35fdbec","resolution":{"observed_at":"2026-08-06T17:31:39.235243Z","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":"2026-08-06T17:31:40.006579Z","title":"Vajiac, M.-C","venue":null,"work_id":"12e8c79a-1a63-4b79-8e56-1bf0374b0a75","year":2023},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.245798Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:c7cd3aa9def0bdd8fafc5378b9f26f2a8d71b0abdd53fb9e55c51806eb9c8c43","observation_id":"349ba9ab-9c12-4b47-9f36-ffcbc55c91bd","resolution":{"observed_at":"2026-08-06T17:31:40.014596Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:39.979797Z","title":null,"venue":null,"work_id":"da17aec5-eb8e-46e0-b965-b2a8d6860c83","year":2024},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.259270Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:96c9b68d3fac71201b045da91d1b7d5357095b4145b6eef65cc6de9ea385ddea","observation_id":"30a2e967-25a2-4ac2-bce3-8f1364cf5c18","resolution":{"observed_at":"2026-08-06T17:31:39.988388Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:39.956828Z","title":null,"venue":null,"work_id":"14186b3e-6c53-4310-9ece-1f9d6f10f5a1","year":2022},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.267687Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:7e9f44ba5d986ad76c9adc82f0161265f9de92f950317d40b8b4465c93ef0f5d","observation_id":"2fa13627-31c3-434d-b5c3-9ff915d63272","resolution":{"observed_at":"2026-08-06T17:31:39.964179Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:39.937479Z","title":null,"venue":null,"work_id":"41a3d29f-c8f9-4182-8c8d-92d8a2cdbb7a","year":2023},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.277689Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:cd9cd2fd3ea5780e29e2295f94966679b6072fb6bef4a460d6becbb619618d22","observation_id":"0deae358-df17-4321-8366-4188828f0235","resolution":{"observed_at":"2026-08-06T17:31:39.942708Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:39.917275Z","title":null,"venue":null,"work_id":"637ae0d1-7482-45db-93c2-32eb1497ce85","year":2019},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.285656Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:5c6fc48adfc19d7c7aa88abb0dfa17cd5066511bfdd16798f8fb8eb4f044d2e1","observation_id":"3889e8fa-652d-4721-b1cc-2cdb8af79969","resolution":{"observed_at":"2026-08-06T17:31:39.923379Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:39.899860Z","title":null,"venue":null,"work_id":"34e70a7e-b6a5-44a0-9398-55e5a8c48d32","year":2019},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.293132Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:df486b40738e077ea000e98f0654caab6bdb1f5455b0077a3271779d1004b992","observation_id":"7e9a0f71-3cc2-4324-bf4d-e5c72a33f99e","resolution":{"observed_at":"2026-08-06T17:31:39.904990Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:39.883778Z","title":null,"venue":null,"work_id":"99e11564-4abe-410f-b56e-055e2ae234e2","year":2023},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.297839Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:813ac8172077b8fd2822b8ce9f1523199a7e050ebe94be628ed26891c20c8859","observation_id":"b4f598ad-65a1-4894-b8fe-be1db93de91c","resolution":{"observed_at":"2026-08-06T17:31:39.888675Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.05484","last_updated":"2023-10-09T07:43:57Z","snapshot_observed_at":"2026-07-06T16:29:39.982733Z","submitted_at":"2023-10-09T07:43:57Z","title":"IDTraffickers: An Authorship Attribution Dataset to link and connect Potential Human-Trafficking Operations on Text Escort Advertisements","version":1},"cited_work":{"arxiv_id":"2310.05484","doi":null,"metadata_source":"pith","pith_arxiv_id":"2310.05484","snapshot_observed_at":"2026-08-06T17:31:39.759537Z","title":"IDTraffickers: An Authorship Attribution Dataset to link and connect Potential Human-Trafficking Operations on Text Escort Advertisements","venue":"cs.CL","work_id":"719b18ca-b7d8-4118-b2ed-9940c484622e","year":2023},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.303943Z"},"links":{"cited_paper":"/paper/2310.05484","citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:71d3e5422c4c6131aad388d97bf55353eba15d4195f64576f1480e2560b11140","observation_id":"29024554-e021-42f7-a6b9-99fb1ac0348b","resolution":{"observed_at":"2026-08-06T17:31:39.766120Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2006.03659","last_updated":"2021-05-27T14:57:02Z","snapshot_observed_at":"2026-07-06T09:26:29.068023Z","submitted_at":"2020-06-05T20:00:28Z","title":"DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2006.03659","snapshot_observed_at":"2026-08-06T17:31:39.309172Z","title":"Giorgi, O","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.309172Z"},"links":{"cited_paper":"/paper/2006.03659","citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:701e8120a61a338cfcbc8cbe33dbcdb9163c95270bfa7da79ddea7283176ddb3","observation_id":"76fb7864-8e56-4316-be8b-21bb2119fd5b","resolution":{"observed_at":"2026-08-06T17:31:39.309172Z","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":"2026-08-06T17:31:39.867614Z","title":null,"venue":null,"work_id":"2348b540-61d1-4eb2-aec1-db6b6ebe3e95","year":2021},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.315244Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:8ed5523b078437979d8a989ca8f065328fb4dea68da304bd89231813fbee83b3","observation_id":"6933b8ca-932a-42a3-99db-c7113c5e8c56","resolution":{"observed_at":"2026-08-06T17:31:39.873168Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:39.320718Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.320718Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:6e2427266969ae0a648bdd4105998ea5180fb4ee17d611fdc814c65d54531f1d","observation_id":"269e5951-0883-440d-9849-630aeb9f224a","resolution":{"observed_at":"2026-08-06T17:31:39.320718Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:39.327453Z","title":"Vaswani, N","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.327453Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:f5d205290527775c7025a63534b934b2df9649ed44d694c0e1674b7baf0e18de","observation_id":"356ac403-b9f9-4baa-a10f-d0f39d03d1ac","resolution":{"observed_at":"2026-08-06T17:31:39.327453Z","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":"2026-08-06T17:31:39.335523Z","title":"Devlin, M.-W","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.335523Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:07980cbdc8d0fdcaecaddb2b5fcbe3d81d31365d34805449d373d2a42fb19fc7","observation_id":"ca08d942-190d-49c6-8134-dad4c7eca5c8","resolution":{"observed_at":"2026-08-06T17:31:39.335523Z","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":"2026-08-06T17:31:39.342129Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.342129Z"},"links":{"cited_paper":"/paper/1907.11692","citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:cc8478b31118c84f92f3473eecc81dd24d6b6ee492c21ab35cad17c3169e8b60","observation_id":"1d0fe2f2-8555-47ae-9c65-718a23f57a44","resolution":{"observed_at":"2026-08-06T17:31:39.342129Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.13663","last_updated":"2024-12-19T06:32:26Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-12-18T09:39:44Z","title":"Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.13663","snapshot_observed_at":"2026-08-06T17:31:39.348306Z","title":"Warner, A","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.348306Z"},"links":{"cited_paper":"/paper/2412.13663","citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:fe45c1a0983e7557cab4bdc45420ff009668b0f128d6d01a8d525e52b2b23508","observation_id":"209ecb20-3647-46cf-bdd3-c0169567c671","resolution":{"observed_at":"2026-08-06T17:31:39.348306Z","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":"2026-08-06T17:31:39.840408Z","title":"Spärck Jones, A statistical interpretation of term specificity and its application in retrieval, Journal of Documentation 28 (1972) 11–21","venue":null,"work_id":"caf5f9ac-91ca-4442-847d-9a615e3048d4","year":1972},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.354099Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:b7c7527347d80c2941b1e99a0458b1d76008f58d56bc6f6e0da07c73f2da0d52","observation_id":"9f6231f1-3d70-4668-9e82-e1f0f71eb702","resolution":{"observed_at":"2026-08-06T17:31:39.845655Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:39.359787Z","title":"Pedregosa, G","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.359787Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:52822044aa8a0a8821bf56c759a5695bc6bbaa647793b1eb0e682ffd8fc8c56f","observation_id":"c4ffcaa8-94df-4664-b0df-c945a1c74a9d","resolution":{"observed_at":"2026-08-06T17:31:39.359787Z","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":"2026-08-06T17:31:39.365403Z","title":"Reimers, I","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.365403Z"},"links":{"cited_paper":"/paper/1908.10084","citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:d3943cc46a4c8c681df0efc053dbcbd943e5e2af6143e15c48cc40351a9ae082","observation_id":"bfc94ce8-c45b-4e92-97df-fad197561054","resolution":{"observed_at":"2026-08-06T17:31:39.365403Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1905.12322","last_updated":"2019-06-13T17:55:30Z","snapshot_observed_at":"2026-08-04T04:17:53.148033Z","submitted_at":"2019-05-29T10:50:32Z","title":"A Study of BFLOAT16 for Deep Learning Training","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1905.12322","snapshot_observed_at":"2026-08-06T17:31:39.373404Z","title":"Kalamkar, D","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.373404Z"},"links":{"cited_paper":"/paper/1905.12322","citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:fb07091b599789eef5e6d1970c2b43df00dcddcd98ec237dda4ee06e49729b33","observation_id":"11ad46aa-1344-4609-ad95-df85dc80527e","resolution":{"observed_at":"2026-08-06T17:31:39.373404Z","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":"2412.15426","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:39.619592Z","title":null,"venue":null,"work_id":"b2a565d6-b12e-4282-b9cc-51dc0baa46bb","year":2024},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.379447Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:b5248732c19c6001c5f6d29b12438176f3b2b13386c3154946c9543607cb5fe5","observation_id":"86225f54-9b5f-442c-a19b-77fa254a6d5d","resolution":{"observed_at":"2026-08-06T17:31:39.629724Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:39.813532Z","title":"McInnes, J","venue":null,"work_id":"379724ba-36c0-4db7-b2d0-ce300d82ba2c","year":2017},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.390806Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:bf6677784940b7201bf8204e35e64bf683642c1b4ad601a26d30c9106046bdbb","observation_id":"b3d150f6-02d9-4da7-95e4-96aff26c2432","resolution":{"observed_at":"2026-08-06T17:31:39.817847Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:39.795969Z","title":null,"venue":null,"work_id":"f219294b-9ad3-48ac-bb0a-f6413fdfdbc6","year":2021},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.397581Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:6d4e309ba1e2da3f9e0fdd280e14405cf73664aa88fcf4d4e2eb0df072daa49b","observation_id":"e5c2f10f-d67f-44b9-bc68-3cd71f6aa8ff","resolution":{"observed_at":"2026-08-06T17:31:39.801195Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:31:39.778105Z","title":"URL:https://www.darkowl.com/blog- content/the-dark-side-of-emojis-exploring-emoji-use-in- illicit-and-underground-activities/, accessed: 2025-03-26","venue":null,"work_id":"509febb6-11ff-4abc-a819-befda8f107ad","year":2022},"citing_paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T17:31:39.401790Z"},"links":{"citing_paper":"/paper/2507.10743"},"observation_digest":"sha256:8246c96468c4352c331ceee12202aa86ae599e63a2ae0493af879d318c9e1dae","observation_id":"1b94c381-0bb6-49fe-95f1-d1aecb1549d6","resolution":{"observed_at":"2026-08-06T17:31:39.782966Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.10743","last_updated":"2025-07-14T19:08:07Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-07T15:03:03.331908Z","submitted_at":"2025-07-14T19:08:07Z","title":"Language Models for Adult Service Website Text Analysis"},"reference_resolution":{"displayed":26,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":19,"verified_exact":2,"verified_fuzzy":4},"total_outbound_references":26},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2507.10743."}