Paper Citation Record · LEDGER

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives

As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2506.01807.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.01807 v2

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:35:58.891972Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

28 of 28 outbound references displayed

verified exact6
verified fuzzy18
unresolved2
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ec15d9b7-dac7-4f31-a539-7bcfe5426dad · outbound

This paper cites Alzanin, Aqil M.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Alzanin, Aqil M

Reference 1

Resolution: verified exact; doi, observed 2026-08-07T11:35:59.812364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a46e6142-7461-4706-93a3-831faba68694 · outbound

This paper cites A multi-faceted nlp analysis of misinformation spreaders in twitter.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives A multi-faceted nlp analysis of misinformation spreaders in twitter

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:04.348078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e71452d6-6583-4988-bf28-91c6fb687db4 · outbound

This paper cites Application of natural language processing (nlp) in detecting and preventing suicide ideation: A systematic review.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Application of natural language processing (nlp) in detecting and preventing suicide ideation: A systematic review

Reference 3

Resolution: verified exact; doi, observed 2026-08-07T11:35:59.630778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4d7431ad-cfda-41a8-8eac-bb3a894642cb · outbound

This paper cites Hybrid warfare and disinformation: A ukraine war perspective.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Hybrid warfare and disinformation: A ukraine war perspective

Reference 4

Resolution: verified exact; doi, observed 2026-08-07T11:35:59.445752Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 00d7d3e5-17c6-444b-9bab-fbe756b43309 · outbound

This paper cites Schmitt, Judit Szakács, and Erik Uszkiewicz.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Schmitt, Judit Szakács, and Erik Uszkiewicz

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:04.116633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3855f466-8e55-4ed0-9ee3-da94273f4afe · outbound

This paper cites Crimea profile, 2018.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Crimea profile, 2018

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:03.945344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c15f69be-7475-4ada-95ed-56c1ff3ca7d1 · outbound

This paper cites Blei, Andrew Y.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Blei, Andrew Y

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:03.770536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 795a6344-4827-4845-83b3-312296ac688c · outbound

This paper cites Analyzing the worldwide perception of the russia-ukraine conflict through twitter.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Analyzing the worldwide perception of the russia-ukraine conflict through twitter

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:03.620579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 19177227-37d9-41fa-845d-b432c4091c39 · outbound

This paper cites Conflict in ukraine’s donbas: A visual explainer, 2021.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Conflict in ukraine’s donbas: A visual explainer, 2021

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:03.467914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c8e11b46-31e9-49f5-9369-7aa8b00d65b8 · outbound

This paper cites A topic modeling comparison between lda, nmf, top2vec, and bertopic to demystify twitter posts.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives A topic modeling comparison between lda, nmf, top2vec, and bertopic to demystify twitter posts

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:57.181866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ec5e9d2-80be-4315-9a2f-91254807b67d · outbound

This paper cites Disguised propaganda from digital to social media.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Disguised propaganda from digital to social media

Reference 11

Resolution: verified exact; doi, observed 2026-08-07T11:35:59.228491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ee91527a-ac93-4f16-8177-8b9189d00d48 · outbound

This paper cites Disinformation as political communication.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Disinformation as political communication

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:03.309179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 011996a5-5495-4368-acf5-eb53fd9a6301 · outbound

This paper cites Machine learning and natural language processing of social media data for event detection in smart cities.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Machine learning and natural language processing of social media data for event detection in smart cities

Reference 13

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:36:00.355872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 14138980-4b2d-4b74-8bb0-53d97ea49054 · outbound

This paper cites Huang, G.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Huang, G

Reference 14

Resolution: verified exact; doi, observed 2026-08-07T11:35:59.068236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e1644564-d283-4fca-a3f9-8316277b4928 · outbound

This paper cites fake news.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives fake news

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:03.164104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4c1048fd-01ec-406b-9b00-30a3ea09b1c8 · outbound

This paper cites Propaganda and Persuasion.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Propaganda and Persuasion

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:02.952644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 00b43b6e-cd90-493d-9570-245eeb12cfaf · outbound

This paper cites an unresolved cited work.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:57.819758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea51394a-9b45-4afc-84e2-ff4e23a8c6d5 · outbound

This paper cites Organizational propaganda on the internet: A systematic review.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Organizational propaganda on the internet: A systematic review

Reference 18

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T11:36:02.713292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 50dbd9ff-eaf5-42a3-a05c-67e23826e365 · outbound

This paper cites Ukraine: Conflict at the crossroads of europe and russia, 2023.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Ukraine: Conflict at the crossroads of europe and russia, 2023

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:02.499779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1a3e9e40-f83f-4289-bd69-0a381797aeab · outbound

This paper cites Social media’s role in ‘hybrid strategies’.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Social media’s role in ‘hybrid strategies’

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:02.257933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 37d3fd91-d89e-4784-8484-368f791c6ae8 · outbound

This paper cites The role of social media in contemporary conflicts.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives The role of social media in contemporary conflicts

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:02.001466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 00f6aed7-73be-4dd3-ac5d-e1fa82065413 · outbound

This paper cites New Narratives: Digital Diplomacy and the Evolution of Statecraft.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives New Narratives: Digital Diplomacy and the Evolution of Statecraft

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:01.724774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 577181ad-712b-4d43-b435-45edbf1f7717 · outbound

This paper cites Information warfare in russia’s war in ukraine, 2022.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Information warfare in russia’s war in ukraine, 2022

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:01.475842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3767a942-d953-4dbc-ac48-eae5a8430553 · outbound

This paper cites Commanding the trend: Social media as information warfare.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Commanding the trend: Social media as information warfare

Reference 24

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:36:00.012853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8a440e98-37c6-42a1-9c6b-a110eaabfc3f · outbound

This paper cites Deplatforming: Following extreme internet celebrities to telegram and alternative social media.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Deplatforming: Following extreme internet celebrities to telegram and alternative social media

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:01.255857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0a9269bd-39ce-41d9-9415-709fb3e240cf · outbound

This paper cites Computational propaganda: Political parties, politicians, and political manipulation on social media.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Computational propaganda: Political parties, politicians, and political manipulation on social media

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:01.025001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 134f5aa4-a1bc-4e84-afe0-bbbfed748b22 · outbound

This paper cites Understanding online disinformation on social media: An empirical study based on twitter during the covid-19 pandemic.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Understanding online disinformation on social media: An empirical study based on twitter during the covid-19 pandemic

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:00.778684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f4c1faaf-0778-4d2d-9f51-5741636dfcac · outbound

This paper cites Political effects of the internet and social media.

Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives Political effects of the internet and social media

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:36:00.575240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.