Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-24T04:25:02.877501Z
Paper Citation Record · LEDGER
Unsupervised detection of coordinated information operations in the wild
As of 10 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2401.06205.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
38 of 38 outbound references displayed
- verified exact4
- verified fuzzy28
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8279d49e-ca2c-4991-9441-2f3f2a433c44 · outbound
This paper cites write newline.
Unsupervised detection of coordinated information operations in the wild write newline
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.392130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a4a7273f-7de9-4570-90d8-451ad8b0d60c · outbound
This paper cites & Ferrara, E.
Unsupervised detection of coordinated information operations in the wild & Ferrara, E
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.348771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c0965798-7df2-4e5d-b515-4568e2f365a9 · outbound
This paper cites & Domke, J.
Unsupervised detection of coordinated information operations in the wild & Domke, J
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.461201Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ecdc7a7b-921d-4fbe-bdc7-c743d330745c · outbound
This paper cites A Survey on Multimodal Disinformation Detection.
Unsupervised detection of coordinated information operations in the wild A Survey on Multimodal Disinformation Detection
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T04:26:00.095568Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 408b05e8-c7fd-49c6-be34-313cfe8465b5 · outbound
This paper cites N., Buntain, C.
Unsupervised detection of coordinated information operations in the wild N., Buntain, C
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.453423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e12c6267-0d95-4640-a4a7-ce4e10cf4119 · outbound
This paper cites & Widmer, P.
Unsupervised detection of coordinated information operations in the wild & Widmer, P
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.457442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6b9cb420-b0f6-4b25-b3fe-7061088dd5de · outbound
This paper cites an unresolved cited work.
Unsupervised detection of coordinated information operations in the wild Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-24T04:26:00.445147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a68e23ed-7809-4818-a7c6-01f7cc4f414d · outbound
This paper cites M., Kucukelbir, A.
Unsupervised detection of coordinated information operations in the wild M., Kucukelbir, A
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.441625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 624b8d49-fbb9-4622-92a2-982c853c4363 · outbound
This paper cites an unresolved cited work.
Unsupervised detection of coordinated information operations in the wild Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-05-24T04:26:00.438358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7d527e87-d171-477f-87bd-75ee26312fba · outbound
This paper cites & Palow, C.
Unsupervised detection of coordinated information operations in the wild & Palow, C
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.464694Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 74238cbc-be19-4e9a-8284-4f0060d1821a · outbound
This paper cites an unresolved cited work.
Unsupervised detection of coordinated information operations in the wild Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-24T04:26:00.401336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation aa16e14e-f987-4642-ba35-06ebe05a0e1b · outbound
This paper cites an unresolved cited work.
Unsupervised detection of coordinated information operations in the wild Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-24T04:26:00.389549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a314e3de-03b2-42fd-aa04-d6cc9adca397 · outbound
This paper cites an unresolved cited work.
Unsupervised detection of coordinated information operations in the wild Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-05-24T04:26:00.427836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d2abf82a-312e-4c24-8524-d95422b9c1c2 · outbound
This paper cites an unresolved cited work.
Unsupervised detection of coordinated information operations in the wild Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-24T04:26:00.397070Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation de4a12f0-c005-47cd-81c6-955caf7de127 · outbound
This paper cites & Chakraborty, T.
Unsupervised detection of coordinated information operations in the wild & Chakraborty, T
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.415385Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6dfd99f2-b799-429b-842a-f75b58c33a7f · outbound
This paper cites & Gilbert, E.
Unsupervised detection of coordinated information operations in the wild & Gilbert, E
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.428066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation db41ad50-8d8f-4b61-82c6-77bc9891d20d · outbound
This paper cites & Szegedy, C.
Unsupervised detection of coordinated information operations in the wild & Szegedy, C
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.401677Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 781bb900-94ec-4bbe-86db-df7531e43acf · outbound
This paper cites & Ferrara, E.
Unsupervised detection of coordinated information operations in the wild & Ferrara, E
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.438923Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 94b9933f-57c7-4d7a-a2e2-ca41e6afe8ca · outbound
This paper cites & Royesh, A.
Unsupervised detection of coordinated information operations in the wild & Royesh, A
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.420771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 03b5f673-7134-456c-82a3-b174bfb91376 · outbound
This paper cites T., Flammini, A.
Unsupervised detection of coordinated information operations in the wild T., Flammini, A
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.457794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 540fe5ce-b1cf-4a12-8fc3-ed602ba067ad · outbound
This paper cites & Balluff, P.
Unsupervised detection of coordinated information operations in the wild & Balluff, P
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.431907Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f3a1d4b5-8593-4556-89d6-4271b1f03165 · outbound
This paper cites & Liu, Y.
Unsupervised detection of coordinated information operations in the wild & Liu, Y
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.435483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b7fa78f8-bcfc-40dd-b9e7-98392c950c41 · outbound
This paper cites Identifying Coordinated Accounts on Social Media through Hidden Influence and Group Behaviours.
Unsupervised detection of coordinated information operations in the wild Identifying Coordinated Accounts on Social Media through Hidden Influence and Group Behaviours
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T04:26:00.089276Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b8d859e5-3bb9-4b8c-8002-1e6e53a7e752 · outbound
This paper cites COVID-19 Vaccine Misinformation Campaigns and Social Media Narratives.
Unsupervised detection of coordinated information operations in the wild COVID-19 Vaccine Misinformation Campaigns and Social Media Narratives
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T04:26:00.088222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 44297aac-feeb-44d8-b792-6164c348274a · outbound
This paper cites & Liu, H.
Unsupervised detection of coordinated information operations in the wild & Liu, H
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.468038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e32f0262-48a0-4392-a166-bb305f3813fc · outbound
This paper cites T., Kao, E.
Unsupervised detection of coordinated information operations in the wild T., Kao, E
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.424298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 23772914-9cf2-46d7-a6e4-594d2dc30a1e · outbound
This paper cites Autoencoding Variational Inference For Topic Models.
Unsupervised detection of coordinated information operations in the wild Autoencoding Variational Inference For Topic Models
Reference 27
- Resolution
- verified exact
- local_arxiv, observed 2026-05-24T04:26:00.082857Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0c13484a-3554-4662-b54d-3bcfae991eeb · outbound
This paper cites & Salakhutdinov, R.
Unsupervised detection of coordinated information operations in the wild & Salakhutdinov, R
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.453128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 008864c7-ac9d-41d1-83b5-45cdcbda5fc9 · outbound
This paper cites & Zhao, B.
Unsupervised detection of coordinated information operations in the wild & Zhao, B
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.449440Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bb5dd054-00fa-45e0-9840-ead16f21ec7e · outbound
This paper cites & Gao, J.
Unsupervised detection of coordinated information operations in the wild & Gao, J
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.461977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5007ed30-8395-443f-830e-565e791a0e38 · outbound
This paper cites & Liu, Y.
Unsupervised detection of coordinated information operations in the wild & Liu, Y
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.442052Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ff559d0c-14b4-4896-ac12-6cd737194c20 · outbound
This paper cites u tepage, J., Kjellstr \.
Unsupervised detection of coordinated information operations in the wild u tepage, J., Kjellstr \
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.475718Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 26ae416d-3711-44a5-bd97-7614b14ba3f2 · outbound
This paper cites & Liu, Y.
Unsupervised detection of coordinated information operations in the wild & Liu, Y
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.470672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a4381a50-cf82-4f2b-a0e9-e5111c04e2be · outbound
This paper cites & Zafarani, R.
Unsupervised detection of coordinated information operations in the wild & Zafarani, R
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.406005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 30b6dff9-8d8d-49cb-8531-0e1155c9bf32 · outbound
This paper cites " * write output.state after.block = add.period write newline.
Unsupervised detection of coordinated information operations in the wild " * write output.state after.block = add.period write newline
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.466281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 962e8878-00c5-4234-a390-727b524bd300 · outbound
This paper cites write newline.
Unsupervised detection of coordinated information operations in the wild write newline
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.481907Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 140da385-e57a-473a-b88a-e344a086692c · outbound
This paper cites " * write output.state after.block = add.period write newline.
Unsupervised detection of coordinated information operations in the wild " * write output.state after.block = add.period write newline
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.445831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 39dbb593-4f9c-4808-8deb-7eb8a249c9a0 · outbound
This paper cites write newline.
Unsupervised detection of coordinated information operations in the wild write newline
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T04:26:00.415716Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Pith citing papers
No inbound Pith citation observations are available.