{"as_of":"2026-08-21T08:13:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:1cfca9d2961360ea055826ead760c7d3bbae9f4c3882345af543741f2622d760","coverage":[{"denominator":41,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":41,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-14T15:40:11.331336Z","state":"measured"},{"denominator":41,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":41,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-21T06:32:19.484+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2608.13248/citation-record","integrity":"/paper/2608.13248/integrity","json":"/paper/2608.13248/citation-record.json","paper":"/paper/2608.13248"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-14T15:40:11.127416Z","title":"Real-time status: How often should one update?","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.127416Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:039a5481836f19aa60f11cfdc8eec9556a037d309685298fad87261b2b51ff0a","observation_id":"7e81b76c-8156-4fdb-a766-7e12d521c8b4","resolution":{"observed_at":"2026-08-14T15:40:11.127416Z","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":"2026-08-14T15:40:12.187991Z","title":"The age of information: Real-time status updating by multiple sources,","venue":null,"work_id":"d841792d-3e5b-4306-93fc-b24b7b5e1501","year":2019},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.132945Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:20bf403b9b0173934bac5be582780892ad8b422ec5c95dff4b168ecf06bfef3e","observation_id":"4262bd47-5b6d-44f6-9383-151071383875","resolution":{"observed_at":"2026-08-14T15:40:12.194036Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:12.172819Z","title":"Age of information: An introduction and survey,","venue":null,"work_id":"a11d024b-4c6a-4d23-a6a1-19ff6f3df0e2","year":2021},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.138654Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:754a4758f60fac8495b0d211f4a5367d9d2e8f460ca8fc1d1f88f62878b67d93","observation_id":"4605754b-f951-450c-85e4-0180f8e8f6ec","resolution":{"observed_at":"2026-08-14T15:40:12.177887Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:12.157676Z","title":"Update or wait: How to keep your data fresh,","venue":null,"work_id":"9905b794-e9a1-47a2-81b0-1a4acf544859","year":2017},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.143612Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:d279e9a87d6c15c41e1587251615836b4d8098fa28fb08c00454f9e847e3f9fe","observation_id":"7b95f05b-9c93-45dc-8136-5cce2f9f5781","resolution":{"observed_at":"2026-08-14T15:40:12.162375Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:12.142304Z","title":"Sampling of the Wiener process for remote estimation over a channel with random delay,","venue":null,"work_id":"707b01a0-08a6-4cb0-af60-cc4cbd2bc786","year":2020},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.148819Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:6c952b84edb8ce6b34dad7bbd3556fd32e29991126423745b0861f6eec2731bb","observation_id":"d692a327-8b45-463c-81df-3a0a903080c6","resolution":{"observed_at":"2026-08-14T15:40:12.147111Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:12.126776Z","title":"Sampling and remote estimation for the Ornstein–Uhlenbeck process through queues: Age of information and beyond,","venue":null,"work_id":"846ae85b-8bfb-4901-b442-6f617fb4dd71","year":1962},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.154186Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:0f5ca98a4c668e96bb3d82e3c570624f79adfd1adef0aeca244500dd552af22a","observation_id":"3ae171eb-4549-41cc-a76d-19570c44e6f7","resolution":{"observed_at":"2026-08-14T15:40:12.131720Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.24714","last_updated":"2026-05-23T19:59:59Z","snapshot_observed_at":"2026-08-18T01:28:54.973691Z","submitted_at":"2026-05-23T19:59:59Z","title":"Age of Information Optimization for Status Updates in Integrated Sensing and Communication Systems","version":1},"cited_work":{"arxiv_id":"2605.24714","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.24714","snapshot_observed_at":"2026-08-14T15:40:11.580344Z","title":"Age of Information Optimization for Status Updates in Integrated Sensing and Communication Systems","venue":"cs.IT","work_id":"f2e2102b-1fc8-4994-84b4-4997a998992c","year":2026},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.159822Z"},"links":{"cited_paper":"/paper/2605.24714","citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:4cec4dd46f4c9f3bcb00857844b226cfcd2269fec1a89536bedf76b70bc470a3","observation_id":"42aaee1e-9a3f-4f02-a5c2-598374c638a1","resolution":{"observed_at":"2026-08-14T15:40:11.585950Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:12.111340Z","title":"Query age of information: Freshness in pull-based communication,","venue":null,"work_id":"ec9652f4-ab71-40c2-bdc0-d3ca6373bbd4","year":2022},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.165720Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:b2e9bf150b9e919ccfdc3989d037de90375927a7db704611cdb7debf61dd712c","observation_id":"ab90b10c-bf35-46d1-8fba-0842cc281ecf","resolution":{"observed_at":"2026-08-14T15:40:12.116124Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:12.096040Z","title":"Detecting state transitions of a Markov source: Sampling frequency and age trade-off,","venue":null,"work_id":"e936182c-95cd-4501-8229-3af226dcb39e","year":2022},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.170372Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:e468d45901add51af2fcbf28503615b6858e98614dffdfe2f768d97598705c29","observation_id":"e51c7501-d17c-4e48-b069-677302c8fbfb","resolution":{"observed_at":"2026-08-14T15:40:12.101064Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:12.080149Z","title":"Query-based sampling of heterogeneous CTMCs: Modeling and optimization with binary freshness,","venue":null,"work_id":"a2804b13-5655-4c29-82f0-dc42558dda0a","year":2024},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.175040Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:712f7a5ab6df6797681c7014bde65bc23e67980455c65339c35997ec473675e7","observation_id":"8dea1ced-6b70-4148-9265-4dcb905c97bf","resolution":{"observed_at":"2026-08-14T15:40:12.085479Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:12.063483Z","title":"Uncertainty-of-information scheduling: A restless multiarmed bandit framework,","venue":null,"work_id":"0d2636b0-4fa3-4897-8952-d669a04bf0fd","year":2022},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.179676Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:06f8df5b38b2420f567d4be11b26346820e651eb6c29f021d6b971eeb8bc2496","observation_id":"4001f22f-e5f2-406c-ba9c-4e3340f6b99d","resolution":{"observed_at":"2026-08-14T15:40:12.069560Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:12.047453Z","title":"An index policy for minimizing the uncertainty-of-information of Markov sources,","venue":null,"work_id":"120e09d1-0037-4dd4-a186-83b45adb64a4","year":2024},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.184734Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:d9df0498d31d85ef0926644adcd8a4f65ae8ad83847e79698227871dbaf0fa98","observation_id":"3d7def39-b25f-4b2b-b781-c521c45948b2","resolution":{"observed_at":"2026-08-14T15:40:12.053327Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:12.032538Z","title":"The age of incorrect information: A new performance metric for status updates,","venue":null,"work_id":"4856ccbb-8a80-4f59-a3f1-820360e52bb8","year":2020},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.189803Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:9537b01eeb45246f22da387bae8c1f65c0cea6d94b3f934bb3e1ef281f91cb27","observation_id":"fb43bbfb-f6f2-4d86-b114-7a235547d0dd","resolution":{"observed_at":"2026-08-14T15:40:12.037614Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:12.016779Z","title":"Semantic communications in networked systems: A data significance perspective,","venue":null,"work_id":"4d8bc8d5-d364-4b24-a564-34fb78ee1929","year":2022},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.195237Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:ddb81157a910c32c0a5e626275837fb25c81e9e4a0bb8d09ba28f61c3b072664","observation_id":"e517b932-11b6-4185-b5dd-633df5642178","resolution":{"observed_at":"2026-08-14T15:40:12.022339Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:12.000875Z","title":"On the relationship between mean absolute error and age of incorrect information in the estimation of a piecewise linear signal over noisy channels,","venue":null,"work_id":"8b9321da-83b9-4fe8-862b-caab0114cba2","year":2022},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.200059Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:345587d72a91adcf33160b635653ec980bd1b7ef4162bc333c247bbd80071a8b","observation_id":"78d816b9-571d-4ff7-b985-3cfb0a939342","resolution":{"observed_at":"2026-08-14T15:40:12.006480Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.984082Z","title":"On the cost of consecutive estimation error: Significance-aware non-linear aging,","venue":null,"work_id":"2105811a-995d-42ae-a300-457446e1aba2","year":2025},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.204867Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:3306d370e883af4c902c20f6784617962d4a4fb850af3e7b7324af119b4fc027","observation_id":"62ce0584-73d0-4e0c-ad44-fbb7475a6def","resolution":{"observed_at":"2026-08-14T15:40:11.989607Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.967875Z","title":"The age of incorrect information: An enabler of semantics-empowered communication,","venue":null,"work_id":"7d1561d5-fa07-4ad7-8ad7-6c58a39574a5","year":2023},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.209695Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:f625dc467027a6ff3220385d6110c22f424be80a8e36440370f71786c5989ac7","observation_id":"f25d7c55-974a-4881-9d41-353b1ea3e0aa","resolution":{"observed_at":"2026-08-14T15:40:11.973191Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.952424Z","title":"Minimizing the age of incorrect information for real-time tracking of Markov remote sources,","venue":null,"work_id":"3e62479b-8e01-4596-972a-f594212461db","year":2021},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.215255Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:349e88cdcb0ebd09e068c868e02c909d4b8bea6f579f1a33fb030eb445fbcca6","observation_id":"30f829d0-4cd0-409f-8365-37f4f71939da","resolution":{"observed_at":"2026-08-14T15:40:11.957353Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.937296Z","title":"When to pull data from sensors for minimum age of incorrect information,","venue":null,"work_id":"8edc17c8-ed74-4e76-85c1-d9d34aacf131","year":2023},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.219962Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:2ad8f9543a1c946613bdc74ec59b5133056b9126ea360400908bc3c99875a418","observation_id":"f6152e17-9e6e-4390-9233-27caf0a80791","resolution":{"observed_at":"2026-08-14T15:40:11.942334Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.921641Z","title":"Minimizing age of incorrect information over a channel with random delay,","venue":null,"work_id":"f6eb1e9f-9cef-448c-86c0-c6c7581feb3d","year":2024},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.224918Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:5e22ab6e2cff760e3f46dfc9225e1d8962b4238686151760c8b35b68fb84cf2f","observation_id":"9915d943-a808-4691-abb0-cebfac9db42c","resolution":{"observed_at":"2026-08-14T15:40:11.926760Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.906537Z","title":"Age of incorrect information with hybrid ARQ under a resource constraint for n-ary symmetric Markov sources,","venue":null,"work_id":"48371a90-cc1d-49d1-bfeb-35c5665f29ef","year":2025},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.230028Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:57ba6c73442e465e027923179c6732a8f4fbd081b82835e523ad4b40947b6988","observation_id":"6daefefc-d6e8-47c6-8ab0-2b5a6e682381","resolution":{"observed_at":"2026-08-14T15:40:11.911547Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.890946Z","title":"Minimizing functions of age of incorrect information for remote estimation,","venue":null,"work_id":"c5c7450a-5b24-4bcb-b80e-9681c5e6cbdc","year":2025},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.235335Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:f1783187fd97700ed20d3ac9dab424f3a2c081f9b7640473c6b5969bf7d826af","observation_id":"fea58c79-6033-4407-a213-0a1bf9cab07c","resolution":{"observed_at":"2026-08-14T15:40:11.895971Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.875644Z","title":"Semantic-aware sampling and transmission in real-time tracking systems: A POMDP approach,","venue":null,"work_id":"9aad8051-b23a-4cec-8dc1-03c2192f05c4","year":2025},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.239989Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:de7bad6887e57c55c10f2c7654fcad64d5cd637e3dfbef949675c41c67b76369","observation_id":"1047844b-feea-4b94-92ab-50d8a80622eb","resolution":{"observed_at":"2026-08-14T15:40:11.880650Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.859645Z","title":"Remote monitoring of two-state Markov sources via random access channels: An information freshness vs. state estimation entropy perspective,","venue":null,"work_id":"de2a59cf-fdfd-4830-8f78-33a664a47c21","year":2023},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.244934Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:e1e19b5091792e1a8639b38ac69bf062100925dd1d319f34e9d835b249c1139a","observation_id":"f3fb881b-18ff-423f-8462-d987df52988f","resolution":{"observed_at":"2026-08-14T15:40:11.864871Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.841763Z","title":"Modeling AoII in push- and pull-based sampling of continuous-time Markov chains,","venue":null,"work_id":"6a4b1bd0-08f3-4d3b-8d82-a09362a77e4d","year":2024},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.249961Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:1aeb661e5b24bfb96f908a3cd3f44ba9380a3d98612473ebe1a4cba0324af565","observation_id":"06da88a4-a176-443b-897e-85c9f01d8e34","resolution":{"observed_at":"2026-08-14T15:40:11.847450Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.825830Z","title":"Multi-threshold AoII-optimum sampling policies for continuous-time Markov chain information sources,","venue":null,"work_id":"fcb76dc3-d977-46c5-8990-7323fe65158f","year":2025},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.254701Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:158ff608805b2b58b4f88ca3ec2d6786efdc1a27910c628d10a066aee87a7a5c","observation_id":"b3ce6778-6ac1-4005-a602-e09de92e7750","resolution":{"observed_at":"2026-08-14T15:40:11.830807Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.808639Z","title":"The optimal control of partially observable Markov processes over a finite horizon,","venue":null,"work_id":"42934373-e43c-4efc-8c41-62df58236edb","year":1973},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.259421Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:9477ce552bdd725d3405dea8531505d610fdc40f0cf30d1ee5ae712566533b7e","observation_id":"4435d3b7-dbb0-4201-994a-29a8a01dfd99","resolution":{"observed_at":"2026-08-14T15:40:11.813774Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.793586Z","title":"Planning and acting in partially observable stochastic domains,","venue":null,"work_id":"ece77cef-bd91-421d-8be9-df0bd93378d9","year":1998},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.264048Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:8758abda66a1a74d7243adf4f49339628b19622a309ea5af24f53a5e87c21136","observation_id":"5a6c73ee-c6b1-404f-895c-15347e570181","resolution":{"observed_at":"2026-08-14T15:40:11.798640Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.778718Z","title":"Partially observable minimum-age scheduling: The greedy policy,","venue":null,"work_id":"7e41ae49-48e6-4f48-8ebf-85477317b1ac","year":2022},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.268960Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:71262aa43a1ceba3a9f1dc70fdaec6f27b55cf051b144800b30c669e30ddb499","observation_id":"8da58e9c-b9af-4b39-98ae-5ea1245b0f31","resolution":{"observed_at":"2026-08-14T15:40:11.783572Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.762823Z","title":"Pragmatic communication for remote control of finite-state Markov processes,","venue":null,"work_id":"8a1f86dd-e160-4114-a0f2-d8ab14c904a9","year":2025},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.273636Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:718d3f88ab76fb2eaea92d7297084861378cf9a0e1ca3e24446263f6470d65a6","observation_id":"ed806ac1-8b6f-4f5f-aeaa-372f9127097d","resolution":{"observed_at":"2026-08-14T15:40:11.767776Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.747761Z","title":"Age of estimates: When to submit jobs to a Markov machine to maximize revenue,","venue":null,"work_id":"c47f74eb-e17d-485e-a78e-e8cf5b121d73","year":2026},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.278564Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:638e6a1628287582ee21c564526c44e0401f983c326969c9b17a3a58866ea1fb","observation_id":"d927875a-52b6-4056-962c-c0a7bb832963","resolution":{"observed_at":"2026-08-14T15:40:11.752684Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.731917Z","title":"Joint age-state belief is all you need: Minimizing AoII via pull-based remote estimation,","venue":null,"work_id":"ca5c7873-8dcc-464b-85f7-3907ecac2f64","year":2025},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.283611Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:db832ed80a97a717f45d0b81f97e181ea390d75bdb9425dd857ce66970744a07","observation_id":"ed293b95-fd1f-4632-ba36-c62c6faf4d7b","resolution":{"observed_at":"2026-08-14T15:40:11.737607Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.716138Z","title":"Which sensor to observe? timely tracking of a joint Markov source with model predictive control,","venue":null,"work_id":"d5cd20e0-2b37-43bf-9cca-aa251f6b9bd7","year":2025},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.288636Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:2df446af02fc8f51bccfc7add9bc98959b373cab5a871ce576710e96c1153c2b","observation_id":"1087d518-9a5c-4b45-a7bb-ca3dd5565f89","resolution":{"observed_at":"2026-08-14T15:40:11.721420Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.700152Z","title":"Multi-stage structured estimators for information freshness,","venue":null,"work_id":"17d92da0-17cd-4ee7-887b-f27c289ef813","year":2026},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.293395Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:ddd75a6561adb33c04d74f773b48107a54a2fa76e961e5d30a1d8421c5ecb0ef","observation_id":"dd4e4f00-458a-4723-99a9-b6d741fcc55f","resolution":{"observed_at":"2026-08-14T15:40:11.705428Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2601.22098","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-14T15:40:11.549259Z","title":"Beyond martingale estimators: Structured estimators for maximizing information freshness in query-based update systems,","venue":null,"work_id":"82177950-9414-48b1-ae71-c56611134289","year":2026},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.298203Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:1e27aecf76d2434d70ff9d949303d0581662742cced640390315d7b61fe29c5b","observation_id":"90b5516f-f5ec-4d0b-839d-f4983980fecd","resolution":{"observed_at":"2026-08-14T15:40:11.559661Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.683523Z","title":"Restless bandits: Activity allocation in a changing world,","venue":null,"work_id":"00fe47f8-fac9-4cf1-bd83-c9077b0e489f","year":1988},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.302984Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:ff40235b528acfc6b1fe52d8e85a3bc324dc82a13c95d5bc0818522ad2d53281","observation_id":"eae9f50b-b9f8-4f3c-97ba-44d04e9467a4","resolution":{"observed_at":"2026-08-14T15:40:11.689085Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.667416Z","title":"We examine the process until the next successful transmission or until time slotT, whichever occurs first","venue":null,"work_id":"7731bf91-1b3e-49fd-8543-f63c18cc28f8","year":null},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.309738Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:5b3849b50b8ccdb3dee93117b20aa02c7f0c29d021c505efe90fde6f2d4b8691","observation_id":"f735d3f1-65de-49c6-8537-7fea9305e5a7","resolution":{"observed_at":"2026-08-14T15:40:11.672582Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.649326Z","title":null,"venue":null,"work_id":"98ede0f9-6d10-4e66-b954-5987fea0e23a","year":null},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.315132Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:f075976f390e3ac180a9489a5712fad67c76db1073701d60cc99a56ef1458ef1","observation_id":"9810bf7a-913d-4058-8df2-c0063c8494e8","resolution":{"observed_at":"2026-08-14T15:40:11.654157Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.631899Z","title":null,"venue":null,"work_id":"c3bc45b0-344d-4aeb-8300-a1252b67715e","year":null},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.320714Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:1f1e668b4896e4281210eed95e1ceb6c6b6f7182c4fcf6b49a8641781123a9df","observation_id":"6fe0dc74-ccfe-49b2-a0bc-f550960fbdf6","resolution":{"observed_at":"2026-08-14T15:40:11.637419Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.616088Z","title":"By Lemma 2,u ∗ hyb ∈ Uhyb R","venue":null,"work_id":"3c17a11b-5061-452f-8e14-4bf942c8927d","year":null},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.326046Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:57eeb67d48a57822114240c272bddccf0278c32dd4175d642bf0c949c2714c74","observation_id":"f5238c44-dff1-44a2-a3f7-3b77a1b7ab5b","resolution":{"observed_at":"2026-08-14T15:40:11.620723Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T15:40:11.597572Z","title":"Hence, the passive action must be optimal for both estimators and V ∗ map(b0) =γV map i0 (1), V ∗ hyb,κ(b0) =γV hyb i0 (1)","venue":null,"work_id":"1a09dc9e-2d17-4c74-b91c-165391aa43ca","year":null},"citing_paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-14T15:40:11.331336Z"},"links":{"citing_paper":"/paper/2608.13248"},"observation_digest":"sha256:9dccde2f9fc6474c7012c63fafc97d215db6f0ebf44ca140a5a953be09aaeb3d","observation_id":"94a8722e-4e8a-4275-808d-41a12403d836","resolution":{"observed_at":"2026-08-14T15:40:11.604355Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2608.13248","last_updated":"2026-08-13T13:52:08Z","latest_version":1,"primary_category":"cs.IT","snapshot_observed_at":"2026-08-21T01:52:43.836731Z","submitted_at":"2026-08-13T13:52:08Z","title":"Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources"},"reference_resolution":{"displayed":41,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":3,"verified_exact":2,"verified_fuzzy":36},"total_outbound_references":41},"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":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"thesis":"As of 21 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2608.13248."}