{"as_of":"2026-08-17T05:18:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:76fabeaeb3ba79d63a7b69a8f99bc9ade0fb867cd0e54d04c92e8133a2345a36","coverage":[{"denominator":52,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":52,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-15T18:10:05.986423Z","state":"measured"},{"denominator":52,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":52,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-16T06:30:59.297886+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/2507.19050/citation-record","integrity":"/paper/2507.19050/integrity","json":"/paper/2507.19050/citation-record.json","paper":"/paper/2507.19050"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T18:10:06.673872Z","title":null,"venue":null,"work_id":"99910f86-cd18-4651-b4e6-c5dd488232c5","year":2023},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.813296Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:1b1d63e481870df8925445b16be70f3102680488a971ea2303d80ba2a7408b9f","observation_id":"62027ae5-c1c5-4948-be8a-552577288c94","resolution":{"observed_at":"2026-08-15T18:10:06.677661Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.663816Z","title":null,"venue":null,"work_id":"bd50fa93-f1bc-40ae-87df-01772457ef72","year":2025},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.818720Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:7445b068faf0aa2acb444f49fd3352ac44a5f01261ec8ab459b86922801b379d","observation_id":"adef4995-f0d5-4749-8d5c-a8bd29cf1c4d","resolution":{"observed_at":"2026-08-15T18:10:06.667122Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.654022Z","title":null,"venue":null,"work_id":"fd74932f-f565-4e76-a0b9-9e9600b784c7","year":2024},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.823189Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:48ae9d333adfebb52d2d723ccdb83e51647f919554c4c6776db5f7a6088a8b41","observation_id":"bc98b0a1-f912-4cf6-9c1a-59d30781f695","resolution":{"observed_at":"2026-08-15T18:10:06.657768Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.644542Z","title":null,"venue":null,"work_id":"1826b970-97bb-4c5e-9d55-a5a9b4402cf6","year":2022},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.827248Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:757c5cbfbf3a95d49a924264d54391a7984fb4fe9c862b82b16d8071a318d974","observation_id":"2884fa0a-1d46-4d68-bb4a-f77c2bdf8f80","resolution":{"observed_at":"2026-08-15T18:10:06.648057Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.633914Z","title":null,"venue":null,"work_id":"411e7493-b893-43ee-8f08-afb4ec9261f7","year":2023},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.830569Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:6ad66470b032293e45083268b5a96230ef4f16a616e30a57106c97ff7c5a6128","observation_id":"a3481626-3a05-440f-b010-41587b5a2ee3","resolution":{"observed_at":"2026-08-15T18:10:06.637953Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.621706Z","title":"High Stable and Accurate Vehicle Selection Scheme Based on Federated Edge Learning in Vehicular Networks,","venue":null,"work_id":"46f4f335-131e-4991-8519-b6c479dc9d20","year":2023},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.834016Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:2dd1073796fba5dbb2fd1270550c6c7cf0872e0811a6b60df46998766ab47a9a","observation_id":"ef878a48-d99b-4bea-81ec-f6ab250ecfe6","resolution":{"observed_at":"2026-08-15T18:10:06.626718Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.611018Z","title":"Zhang, Y","venue":null,"work_id":"83a2abf5-b976-4dec-b7e1-effd4877a985","year":2024},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.837832Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:0796fc0d6661f791f21967977640c386a5d1839720555e12b10bfc58d53570d6","observation_id":"e2ee211c-7c4c-4906-a679-dee22f47c7eb","resolution":{"observed_at":"2026-08-15T18:10:06.614696Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.599223Z","title":"On Multi-Access Edge Computing: A Survey of the Emerging 5G Network Edge Cloud Architecture and Orchestration,","venue":null,"work_id":"a3d4a4b7-047b-4565-8815-af589a92b6a6","year":2017},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.842441Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:2ebd1ca6766e75b4af972f569efe12f93c3c57e0c78c13f7215ffb15df10f860","observation_id":"5789e6b7-15c6-4b26-9ccb-8650910a6edb","resolution":{"observed_at":"2026-08-15T18:10:06.603084Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.587714Z","title":"MobilityAware Cooperative Caching in Vehicular Edge Computing Based on Asyn- chronous Federated and Deep Reinforcement Learning,","venue":null,"work_id":"b066dcc5-4cb9-4441-bb47-347d88d860ef","year":2022},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.845961Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:d974a5df236009a2616c6c11442fb9659281a9dcfcb14f18b7e83ceaed98c622","observation_id":"88d903e2-3295-424d-9439-8ea797b077fe","resolution":{"observed_at":"2026-08-15T18:10:06.592543Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.577074Z","title":null,"venue":null,"work_id":"44db3e56-9b38-4d2c-a441-45a1268a4785","year":2024},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.849810Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:3bf7afe1f4f018ec0d2e9bd5aed183e53d47ca1c5b7dfbdf0da2000aca2cb9b6","observation_id":"065bba07-7222-4fc5-bd4c-7d5488b05929","resolution":{"observed_at":"2026-08-15T18:10:06.580466Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.565781Z","title":"Cheng, Feng","venue":null,"work_id":"3f823c2c-0d3b-47a8-915e-69d4a822dd94","year":2019},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.853350Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:47305ae7ad3a30540a8e631e02576ac29b9feea690c188b6eba138f61d0093b8","observation_id":"c843788b-dc02-4f1a-bbab-ea34e55aeaaf","resolution":{"observed_at":"2026-08-15T18:10:06.569561Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.554258Z","title":"Dai and Y","venue":null,"work_id":"59f650a9-93d3-4bd9-a24b-58ed53d6cbd1","year":2022},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.857620Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:053010d2027eee255a8e987cf7372d5dd4535261d8b9b1b810019405c24662c2","observation_id":"d8ff5c27-cd52-4964-be0e-808d92741e68","resolution":{"observed_at":"2026-08-15T18:10:06.558135Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.542066Z","title":"Wang, N Cheng, M","venue":null,"work_id":"06d9cd6a-1f33-42b2-a2fa-49c8de183904","year":2024},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.860972Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:9a55702ebb7c5f1ad8ab864ac9e2785c4909353664bd101288572d07a91d96bd","observation_id":"31e7add3-289d-4d51-9f90-0e09a3341678","resolution":{"observed_at":"2026-08-15T18:10:06.546424Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.531484Z","title":null,"venue":null,"work_id":"80228fc3-8fd6-44d7-bf3b-5547d97c7949","year":2023},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.863702Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:ff9cb5b4b89ee44b9fe492fb88baa8af6b5b1949d2b944a8ff375e16364f4223","observation_id":"2783ec14-7296-4465-b8ec-a361d789ec51","resolution":{"observed_at":"2026-08-15T18:10:06.535615Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.520703Z","title":null,"venue":null,"work_id":"0bef0adb-bbb8-4e5e-a354-dc5474d46e6f","year":2025},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.866240Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:0888703c2d839d4a8a83fb05967d62739fde43a4bc40897c9aa7d32d1d63269c","observation_id":"73f57779-6793-446e-82e0-76d29e131c99","resolution":{"observed_at":"2026-08-15T18:10:06.524492Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:05.868787Z","title":"Zhang, Q","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.868787Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:ecd892792a2241cbd2cddc9e38411b402dbd240392d5cc9ab33857c6ba01b83c","observation_id":"6fd157ff-b6f9-4155-98c5-c8f2964d4292","resolution":{"observed_at":"2026-08-15T18:10:05.868787Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.dcan.2024.12.009","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T18:10:06.012730Z","title":"DRL-Based Federated Self-Supervised Learning for Task Offloading and Resource Allocation in ISAC-Enabled Vehicle Edge Computing,","venue":null,"work_id":"318cb267-31c3-4a52-80be-620bb653d99d","year":2024},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.871262Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:d8ca3c46cf085a8d67b5db34a64403270c930db4afaeddd05071dac789b88da5","observation_id":"052deb2c-20f4-4936-a94d-f2e8b8755bbc","resolution":{"observed_at":"2026-08-15T18:10:06.017435Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[{"edge_observation":{"observed_at":"2026-08-16T06:31:06.59539+00:00","source":"paper_reference_links","state":"open"},"event_date":"2025-11-27","event_type":"correction","notice_doi":"10.1016/j.dcan.2025.11.005","provenance":{"observed_at":"2026-07-11T03:18:01.694335+00:00","source":"crossref","source_record_id":"10.1016/j.dcan.2025.11.005->10.1016/j.dcan.2024.12.009:correction"}}],"reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.510446Z","title":null,"venue":null,"work_id":"b51c19d9-3a8c-4bdc-87ce-220e321fd20f","year":null},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.875393Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:8b40492e13d411407f1ed515b493835789757f87b9a5db5c959a5dc65983cdea","observation_id":"7b4972e7-e6bd-440c-967d-f41d0bed8f68","resolution":{"observed_at":"2026-08-15T18:10:06.514477Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:05.878849Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.878849Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:73a28ecb1a22c62d20629d0f329ed35c1066d2e6eae9e0446e96d0634f676ec2","observation_id":"7cb18122-5724-4420-8dfc-51bfd69301a6","resolution":{"observed_at":"2026-08-15T18:10:05.878849Z","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":"2026-08-15T18:10:06.499252Z","title":null,"venue":null,"work_id":"729ac304-495f-4f9a-8912-4059d959b80d","year":2024},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.882804Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:a055ffe83fdd9d76dc7dc3cbcbafa1c8631511b0e0f9c33ba7b7867cbdb6f64e","observation_id":"6bccd75e-4686-4994-bdfa-0b2d68d9d624","resolution":{"observed_at":"2026-08-15T18:10:06.503648Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.487966Z","title":null,"venue":null,"work_id":"daafe65b-80f0-4c7e-977c-d004059de4f6","year":2022},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.887027Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:d62ef3abea39a3e13fc43b28b0ffe27191f60af0f65fa0be87dcc1f199c25e70","observation_id":"0c8fa029-12f9-41b6-aa70-eddcd35983b5","resolution":{"observed_at":"2026-08-15T18:10:06.491684Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.475601Z","title":null,"venue":null,"work_id":"8022c09e-eb3f-449e-8e72-74033ccd03a0","year":2024},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.890226Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:6832eee756ddcebf4e3c8eb43e59e7e19c9cf45d6c894e8658ff53c1b9418e84","observation_id":"04c49df5-6eb2-4114-96e9-caed47542d1f","resolution":{"observed_at":"2026-08-15T18:10:06.480537Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.465502Z","title":null,"venue":null,"work_id":"6a4bbcb7-e443-4dac-9e14-8d0fbadc8d8b","year":2023},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.893396Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:e5782764c8c00a533823ca3413f28c9241a3e6ee53b4431b4d8774f1bb020257","observation_id":"31d14c0a-fe48-4cc1-ae81-6182a0f1c19a","resolution":{"observed_at":"2026-08-15T18:10:06.469241Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.453815Z","title":null,"venue":null,"work_id":"137b1e6e-48b4-4423-afe9-98d701875427","year":2022},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.896002Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:7eaf2d92fcd0707801b380849215baa1afc7d55a42f145e856098fc19e652354","observation_id":"df18eb3c-d611-4839-b7f4-d3fceb287e75","resolution":{"observed_at":"2026-08-15T18:10:06.457994Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.443119Z","title":"Zheng, T","venue":null,"work_id":"e04c0b58-0458-4d1e-a2b7-586bc3124dd1","year":2022},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.898998Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:103482b5398bf05a3e99baab12644362b12ec9bad20929f78982d2df96cff62c","observation_id":"cb5ef35e-2f73-4299-abc2-bebe7584ebc2","resolution":{"observed_at":"2026-08-15T18:10:06.447242Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.432116Z","title":null,"venue":null,"work_id":"92be9a79-8024-4067-9a9a-c07ae97c8935","year":2023},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.902028Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:61b3c196749ed29edf785d373f07c9376c1b89981fa2bcbae088736dee59dc00","observation_id":"ed12cefa-2d49-46d7-9f03-8c7204a6ed25","resolution":{"observed_at":"2026-08-15T18:10:06.435954Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.421087Z","title":null,"venue":null,"work_id":"8f288dec-a017-486d-927b-87bcf51a42b3","year":2022},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.904716Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:cfd2256d80df5a6ea3bf1351c86c564508301667d15cd84c344a2bfa432b3cf8","observation_id":"7f6af9ec-f8bf-47c5-bd91-0f3501c250d3","resolution":{"observed_at":"2026-08-15T18:10:06.425105Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.410493Z","title":"Zhang, L","venue":null,"work_id":"9327defa-68d4-44ba-b48d-049bc8f1f276","year":2022},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.908345Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:dd492ab10e8c6be99b9703aecb84b459bafaea7c6dd5e393000aaf22f1243fb9","observation_id":"db09f33f-54fa-4aea-96c6-d59c4c4a3561","resolution":{"observed_at":"2026-08-15T18:10:06.414496Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.399347Z","title":"Zhang, J","venue":null,"work_id":"1d2d1cbd-276e-4e2d-8c6f-6f65132f5311","year":2022},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.911575Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:2172e43cffe85b2247e800c94ea60af503883c78ebbd5720edacca432ccae12d","observation_id":"271d384b-8842-4927-9812-f37ba9cd1394","resolution":{"observed_at":"2026-08-15T18:10:06.403742Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.388700Z","title":null,"venue":null,"work_id":"4bc8338a-0d83-46ca-80b6-94d2f3d56550","year":2023},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.914770Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:de4e60da323f01a326aeddaa34d99afe0b9b63320d7bee7f97166125e42b5878","observation_id":"79baacee-21b3-4230-86e4-e5fb28839b9f","resolution":{"observed_at":"2026-08-15T18:10:06.391767Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.378359Z","title":"Zhang, J","venue":null,"work_id":"ab685ea7-a5c8-4faa-ad2b-6dca7c6802f6","year":2022},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.918005Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:469dfe1b9308143541a5c1e86faa6385c97a7d2a5aa0345f1821cae048bfeb7b","observation_id":"03fd3ef7-d626-4160-a3cc-d67bd320ccfe","resolution":{"observed_at":"2026-08-15T18:10:06.381726Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.367495Z","title":"Zheng, T","venue":null,"work_id":"79046e37-6d9b-433e-b1e1-d1cd6b4684b5","year":2023},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.922147Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:2111c0700e698e81c4e3424bb3c9486dbc9546952e2c6a9ddc0ae865c59b0b4c","observation_id":"c9ff6861-6ce5-4ae7-bd1f-83747177baaf","resolution":{"observed_at":"2026-08-15T18:10:06.371590Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.356322Z","title":null,"venue":null,"work_id":"93e7062e-1424-4c5b-8417-4409bfbb6792","year":2023},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.926328Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:7eececf787e9e4bd657c8135ddea0b16d85efcf262968b54b82a4073d8e96d73","observation_id":"3b5eb229-c171-42b5-9b39-2e473dd9dfff","resolution":{"observed_at":"2026-08-15T18:10:06.360822Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.345465Z","title":null,"venue":null,"work_id":"00a19a19-83ec-47f0-a1fb-d621a4f8e076","year":2023},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.929321Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:be1156c9ff52623764ef09244949d30594084c7bf644eccc13b654ea86179300","observation_id":"71bb7ce4-559c-4402-aeca-d5763dbf553a","resolution":{"observed_at":"2026-08-15T18:10:06.348959Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.334116Z","title":null,"venue":null,"work_id":"cbc557a0-85c7-4a18-946d-d35dd06f10cc","year":2024},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.931787Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:d61a6366d58a238450a19ce30ffb5699fd6e8b5f2bb071ba69b1327b178da3fb","observation_id":"392e8a02-dfbe-4afd-a58f-905ee13c082e","resolution":{"observed_at":"2026-08-15T18:10:06.337278Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.323297Z","title":null,"venue":null,"work_id":"de5f893e-361a-4930-964e-70cf07716621","year":2024},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.934929Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:14117b81a8ca325d7e35b36fe05f0f93529f08a490b2db8ccaa60e6f40860ef9","observation_id":"5381a6a5-cf14-4acb-b5fe-457eefa21d09","resolution":{"observed_at":"2026-08-15T18:10:06.326964Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.311442Z","title":"Lee and J","venue":null,"work_id":"2cb4dedb-2868-4170-a987-3d685fe2ec39","year":2024},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.937313Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:1bdf2e545fdc88c813f65ea8d96341a18ed198dbeb81aceddc466c7e6d9e2f9b","observation_id":"9a653387-adf5-4af1-8ff3-c6d19b1c34eb","resolution":{"observed_at":"2026-08-15T18:10:06.316033Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.299373Z","title":null,"venue":null,"work_id":"01516083-3d3a-426f-80b2-8c7cd8df0997","year":1909},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.939797Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:0ff84defb369d141877d4deb6e8fa59eeb92b4f5c46097cb7bb2c7ddd4bd72ab","observation_id":"32443d32-7e41-4de9-ab9c-6438651431d1","resolution":{"observed_at":"2026-08-15T18:10:06.304346Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.289471Z","title":null,"venue":null,"work_id":"acae8b4d-cb08-402d-8d4f-17f8de1b194b","year":2025},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.942320Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:a4b437b2f046abee78632d324a56111e5a1f8b521a6fb61717dc9143a4ed5863","observation_id":"79a78f06-d45a-4144-8c35-d25bfe38a937","resolution":{"observed_at":"2026-08-15T18:10:06.292925Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.278943Z","title":null,"venue":null,"work_id":"45a35dd5-4646-4aea-aeb1-920dd79d4942","year":1992},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.945419Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:77a41fc475666b2fc451ed656f82b8fc5f40421b41ef4d7bc40e97c1962a0099","observation_id":"203ba7d5-58fa-4083-91e3-d231adf75bc5","resolution":{"observed_at":"2026-08-15T18:10:06.282940Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.268630Z","title":null,"venue":null,"work_id":"49ed3ee9-69cd-4ff0-8ea2-2f8ba8a6b4bb","year":2024},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.949316Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:7aa56ca0f9a53fcae7a7ce6a716df9ef16ba042642d8266aaddbb78d4a359902","observation_id":"417a215f-7538-41e8-bb88-bf238edf8b6e","resolution":{"observed_at":"2026-08-15T18:10:06.272155Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.259384Z","title":null,"venue":null,"work_id":"04866e9a-4a16-4b33-8d45-4fdc2904da4a","year":2024},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.953743Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:409643736993e183cdac87f015a692d9237af48d30518e7ca9f265f72dedac96","observation_id":"44685e92-3761-41d0-97e5-1172a5eec69b","resolution":{"observed_at":"2026-08-15T18:10:06.262254Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.250210Z","title":"Stochastic Network Optimization with Application to Communication and Queueing Systems,","venue":null,"work_id":"be0fc7db-473f-4ba9-bd7d-6d94ca2480c6","year":2010},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.957294Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:88b982967f44e6a0991e32e0bde1fc38ee5d294734d7952e45eb818bf880d0b9","observation_id":"922944e3-358c-40d0-800e-0043311c44cc","resolution":{"observed_at":"2026-08-15T18:10:06.253009Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.239985Z","title":null,"venue":null,"work_id":"aa90f036-0bbb-4ec4-bb85-10c1dfe1fce7","year":2024},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.960905Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:eee82ec0ad4fc782767994e7d39d5162916b91b409a5ae3c55a6032af1e40a0f","observation_id":"8d16cdfb-b406-4721-b454-0b341aef1a9f","resolution":{"observed_at":"2026-08-15T18:10:06.243654Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.230036Z","title":"Lyapunov Optimization Based Trade-Off Policy for Mobile Cloud Offloading in Heterogeneous Wireless Networks,","venue":null,"work_id":"a2ae382a-0735-423b-aff8-225f10bb90e9","year":2022},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.964108Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:fa760890b721e8a08922b550fefee2f57717ef0b1a9e4c52e0c0fe231ee50552","observation_id":"5d6b1f00-e337-48ee-9198-5f4d3d2f9afb","resolution":{"observed_at":"2026-08-15T18:10:06.233547Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.220718Z","title":"Performance modeling of ieee 802.11 dcf based fair channel access for vehicular-to-roadside communication in a non- saturated state,","venue":null,"work_id":"611194a2-3630-4525-8118-cc514ee71d4e","year":2014},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.967003Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:f2c21699ea55ddc5b7aa44fe799ce62e3c75f0f3d0ec6ed4143339466c4477c7","observation_id":"edf7fe79-3097-447f-84d6-4a11a9d707a6","resolution":{"observed_at":"2026-08-15T18:10:06.223767Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.209207Z","title":"Deep-reinforcement-learning-based aoi-aware resource allocation for ris-aided iov networks,","venue":null,"work_id":"a60a1eff-4a90-4db8-8655-f47a4ef807b2","year":2024},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.969830Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:f473fa4057eb0d2525b212ce93dc28e1bcef9ba05783854570f2fa075ff77650","observation_id":"af1636cc-4d58-4469-868f-a684d4f7c02b","resolution":{"observed_at":"2026-08-15T18:10:06.214146Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.198286Z","title":"Age-upon-decisions minimizing scheduling in internet of things: To be random or to be deterministic?","venue":null,"work_id":"02e0da3b-de6d-44c8-bb29-e56c76c3204a","year":2019},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.972685Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:4237fac0ef63d141746c4014cd8823b252508afebf70ac8d61563917e13ff44f","observation_id":"8688b4d0-c0f5-4e8f-a785-95e7cf3ec70c","resolution":{"observed_at":"2026-08-15T18:10:06.201944Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.188836Z","title":"Optimum transmission policies for energy harvesting sensor networks powered by a mobile control center,","venue":null,"work_id":"6a7a1a8e-9b25-4254-be5a-da0c72555bb9","year":2016},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.975892Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:33427d8799404305569aa1b1e0333c83726ae1537ff9e4712b16afe3bf6be62e","observation_id":"8b7997d9-2c79-4e56-9308-d743537095dd","resolution":{"observed_at":"2026-08-15T18:10:06.191707Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.179104Z","title":"Doppler frequency offset estimation and diversity reception scheme of high-speed railway with multiple antennas on separated carriage,","venue":null,"work_id":"f48509d0-a01b-4086-af83-c6ae75028df0","year":2012},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.979045Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:2a4e36c4a463cd5a5fdc6fadd5c3c6f9c49e07213e93c9e74262d2e105579b47","observation_id":"268e9c11-4797-47fd-9d41-04535aae0a69","resolution":{"observed_at":"2026-08-15T18:10:06.182578Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.168419Z","title":"Investigation of the time-offset- based qos support with optical burst switching in wdm networks,","venue":null,"work_id":"48199842-8c3c-40cd-a4c6-209de04d3c0f","year":2009},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.982691Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:8b9d37bbeec1a0fb73f1e7a54799840526f9cccda6650d46f76977059a3dcb1d","observation_id":"0c4027db-96c2-4894-8785-964da787b282","resolution":{"observed_at":"2026-08-15T18:10:06.172184Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-15T18:10:06.157441Z","title":"He is currently a Professor with the State Key Laboratory of ISN and with the School of Telecommunications Engineering, Xidian University, Xi’an, Shaanxi, China","venue":null,"work_id":"d22d7485-325d-4a3c-b532-52b86139093c","year":2017},"citing_paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks","version":1},"reference_index":2016,"source":"pdf_text","source_observed_at":"2026-08-15T18:10:05.986423Z"},"links":{"citing_paper":"/paper/2507.19050"},"observation_digest":"sha256:a4ae30494f105f0c21ce3bcbf39e8f3f8e039b0d8946fa843a7686b06de15e09","observation_id":"5ccb09f0-cb8b-45b6-a020-ed73d8fc98c1","resolution":{"observed_at":"2026-08-15T18:10:06.161414Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.19050","last_updated":"2025-07-25T08:11:09Z","latest_version":1,"primary_category":"cs.NI","snapshot_observed_at":"2026-08-16T06:38:54.044835Z","submitted_at":"2025-07-25T08:11:09Z","title":"Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks"},"reference_resolution":{"displayed":52,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":29,"verified_exact":1,"verified_fuzzy":22},"total_outbound_references":52},"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":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"thesis":"As of 17 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2507.19050."}