Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures
As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2112.05224.
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 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T20:36:01.331230Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T17:35:50.528049Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 97b040cc-d002-49f4-a73e-0ee1b6e5dd1e · inbound
Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents cites this paper.
Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:36:01.331230Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adcb3d4e-4952-4233-a7a6-2fef21cd219c · inbound
PRM-Free Security Alignment of Large Models via Red Teaming and Adversarial Training cites this paper.
PRM-Free Security Alignment of Large Models via Red Teaming and Adversarial Training Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:35:50.534543Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.