Paper Citation Record · LEDGER

Social Cyber Geographical Worldwide Inventory of Bots

As of 10 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2501.18839.

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

pith.paper-citation-record.v1
2501.18839 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:18:53.455891Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

46 of 46 outbound references displayed

verified exact1
verified fuzzy20
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 93d8efae-4c57-4247-9c46-3e5a35228f76 · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:54.930455Z

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 95a87845-574f-4e82-a0c9-11f80d243778 · outbound

This paper cites Integrating social network data into gisystems.

Social Cyber Geographical Worldwide Inventory of Bots Integrating social network data into gisystems

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:54.923307Z

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 d2adee21-9c74-4f64-a7a0-7f1c465fb5cc · outbound

This paper cites & Ofli, F.

Social Cyber Geographical Worldwide Inventory of Bots & Ofli, F

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:54.916072Z

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 703dd065-f99b-4669-a99e-b07b7d6deaf8 · outbound

This paper cites Real-time geospatial surveillance of localized emotional stress responses to covid-19: a proof of concept analysis.

Social Cyber Geographical Worldwide Inventory of Bots Real-time geospatial surveillance of localized emotional stress responses to covid-19: a proof of concept analysis

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:54.908684Z

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 099434c9-e8eb-4744-a000-95381110feba · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:54.894548Z

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 62042118-da4b-4746-b989-ebda05505c67 · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:54.887173Z

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 432d6278-c511-487b-b228-12ace28a801a · outbound

This paper cites Automated versus Human Engagement: Mapping Cognitive Bias Triggers in Online Discourse.

Social Cyber Geographical Worldwide Inventory of Bots Automated versus Human Engagement: Mapping Cognitive Bias Triggers in Online Discourse

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-09T22:18:53.589656Z

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 9aa5b1a7-1d8a-4e57-89a1-a2f64b4a0b1e · outbound

This paper cites & Tammi, T.

Social Cyber Geographical Worldwide Inventory of Bots & Tammi, T

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:54.879531Z

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 6ca22f75-9893-452d-907d-8b0adbd89a28 · outbound

This paper cites Bots, elections, and social media: a brief overview.

Social Cyber Geographical Worldwide Inventory of Bots Bots, elections, and social media: a brief overview

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:54.871874Z

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 8b0abd2d-4a25-4784-af42-27e219487ca5 · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:54.864287Z

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 866399e2-921b-4472-b14f-cd1b2be3bde0 · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:54.810327Z

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 baddb976-d940-43fc-9d56-a5c20cb704a7 · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:54.635884Z

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 afaab535-e0ac-424f-afd3-f25132c33436 · outbound

This paper cites BotPercent: Estimating Bot Populations in Twitter Communities.

Social Cyber Geographical Worldwide Inventory of Bots BotPercent: Estimating Bot Populations in Twitter Communities

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T22:18:53.021830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c74f0ad2-c010-4fd1-be6a-b4742d2fc07c · outbound

This paper cites Public diplomacy: The missing component in israel’s foreign policy.

Social Cyber Geographical Worldwide Inventory of Bots Public diplomacy: The missing component in israel’s foreign policy

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:54.481746Z

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 98d54b48-3883-4190-afd3-d402211cc36c · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:54.474062Z

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 74e3298a-131c-4e70-b2ad-d790c1583803 · outbound

This paper cites H., Chen, E., Zhang, M., Muric, G.

Social Cyber Geographical Worldwide Inventory of Bots H., Chen, E., Zhang, M., Muric, G

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:54.467144Z

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 90e40a21-04d8-43cb-876d-64460d8d40f1 · outbound

This paper cites & Shirazi, F.

Social Cyber Geographical Worldwide Inventory of Bots & Shirazi, F

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:54.460250Z

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 b65cfbb5-c7cb-499c-9cbd-957e93a9a417 · outbound

This paper cites & Chitungo, I.

Social Cyber Geographical Worldwide Inventory of Bots & Chitungo, I

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:54.452751Z

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 79b3ac85-d974-4fc4-97df-23614e08c8b8 · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:54.445336Z

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 7a1c1cd8-d8e3-468e-9803-582ee9737737 · outbound

This paper cites & Menczer, F.

Social Cyber Geographical Worldwide Inventory of Bots & Menczer, F

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:54.438525Z

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 89f87516-fc7d-47e4-93f5-afc90747cf30 · outbound

This paper cites Crises narratives defining the covid-19 pandemic: Expert uncertainties and conspiratorial sensemaking.

Social Cyber Geographical Worldwide Inventory of Bots Crises narratives defining the covid-19 pandemic: Expert uncertainties and conspiratorial sensemaking

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:54.431511Z

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 d19f9489-b9f5-42fb-919c-29efbee72cf7 · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:54.424328Z

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 263a8925-caab-4c6a-83b4-f190aa9a9dea · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:54.416762Z

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 15d126a6-f2c0-4ad7-9a08-c635eb012aa9 · outbound

This paper cites & Tesconi, M.

Social Cyber Geographical Worldwide Inventory of Bots & Tesconi, M

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:54.408435Z

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 61f6d2f0-e8d9-4117-97d3-d8e9d103d367 · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:54.146755Z

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 0aeede4a-95de-4a15-afd9-af828cfc88e7 · outbound

This paper cites & Tesconi, M.

Social Cyber Geographical Worldwide Inventory of Bots & Tesconi, M

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:53.971187Z

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 f2c5899b-78b8-4ce4-ba87-f7b4bf4ff77c · outbound

This paper cites S., Ng, L.

Social Cyber Geographical Worldwide Inventory of Bots S., Ng, L

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:53.859867Z

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 730ef0d8-017b-4971-ba29-0ef032859084 · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:53.824285Z

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 b618f00d-c797-4167-94f4-b0c50c482d06 · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:53.817071Z

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 963e6e03-cf59-4822-800c-9eff51fd77e2 · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:53.809854Z

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 b6675528-b49a-49c3-a64f-06ab4fe5feed · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:53.802665Z

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 a27ee720-18af-4fa8-baf6-68927cd17df9 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Social Cyber Geographical Worldwide Inventory of Bots BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-09T22:18:53.414091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70045b39-ce1a-4f17-b7fc-6abe28431ff3 · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:18:53.795115Z

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 9fda3b9e-0e73-48d8-a741-7bf63d19676b · outbound

This paper cites & Camber, W.

Social Cyber Geographical Worldwide Inventory of Bots & Camber, W

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:53.786123Z

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 0490b486-20e5-4e38-b173-451ca4d7e145 · outbound

This paper cites R., Grenager, T.

Social Cyber Geographical Worldwide Inventory of Bots R., Grenager, T

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:53.777585Z

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 663bc80e-c458-4b1f-b641-07fdcdb9a592 · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Social Cyber Geographical Worldwide Inventory of Bots DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-09T22:18:53.426383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e35ec0d-9efc-4d34-bc40-7c8d40d5cc0d · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Social Cyber Geographical Worldwide Inventory of Bots RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-09T22:18:53.429151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e40e0494-efb9-496d-b786-6665e30911cd · outbound

This paper cites google-bert/bert-base-chinese · Hugging Face — huggingface.co.

Social Cyber Geographical Worldwide Inventory of Bots google-bert/bert-base-chinese · Hugging Face — huggingface.co

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:53.770035Z

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 16b9168d-af41-4f13-b83a-698be024157d · outbound

This paper cites Pre-Training with Whole Word Masking for Chinese BERT.

Social Cyber Geographical Worldwide Inventory of Bots Pre-Training with Whole Word Masking for Chinese BERT

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T22:18:53.435352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 415ec255-c4db-4029-894a-754079f5a6b5 · outbound

This paper cites & Habash, N.

Social Cyber Geographical Worldwide Inventory of Bots & Habash, N

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:53.762160Z

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 22f61237-fbf3-43da-896c-2636560219b7 · outbound

This paper cites & Yuret, D.

Social Cyber Geographical Worldwide Inventory of Bots & Yuret, D

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:53.753432Z

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 ea59a184-5bd9-412e-a555-b0acb8004b24 · outbound

This paper cites Unsupervised Cross-lingual Representation Learning at Scale.

Social Cyber Geographical Worldwide Inventory of Bots Unsupervised Cross-lingual Representation Learning at Scale

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-09T22:18:53.443491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b33724b1-7a3b-4917-8f1b-68c4a6f4173c · outbound

This paper cites Cross-lingual Language Model Pretraining.

Social Cyber Geographical Worldwide Inventory of Bots Cross-lingual Language Model Pretraining

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-09T22:18:53.446443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfe3335e-25d9-419c-8bfb-3d2fe08e3823 · outbound

This paper cites Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment.

Social Cyber Geographical Worldwide Inventory of Bots Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-09T22:18:53.449587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe8166f8-9e01-437b-b470-a782d2c57097 · outbound

This paper cites an unresolved cited work.

Social Cyber Geographical Worldwide Inventory of Bots Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T22:18:53.453496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 233f5649-0877-48e2-b822-104b99acc6a4 · outbound

This paper cites & Savitri, I.

Social Cyber Geographical Worldwide Inventory of Bots & Savitri, I

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:18:53.669260Z

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.