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Paper Citation Record · LEDGER

Battling Misinformation: An Empirical Study on Adversarial Factuality in Open-Source Large Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.10690.

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

pith.paper-citation-record.v1
2503.10690 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:10:45.622334Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T11:07:15.373788Z

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 41c39a13-2c28-46cd-89d4-ccd9cc75da88 · inbound

Helpful Agent Meets Deceptive Judge: Understanding Vulnerabilities in Agentic Workflows cites this paper.

Helpful Agent Meets Deceptive Judge: Understanding Vulnerabilities in Agentic Workflows Battling Misinformation: An Empirical Study on Adversarial Factuality in Open-Source Large Language Models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T11:10:45.622334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:10:45.622334Z digest=sha256:dff2851b0085c244e0e341da3645ef82defde5e22d9043bc8d7131af35a51576

Observation e6b3d5b6-82f7-429e-bf0e-153f45c337c7 · inbound

Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs cites this paper.

Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs Battling Misinformation: An Empirical Study on Adversarial Factuality in Open-Source Large Language Models

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-19T11:07:15.375200Z

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.

source=pdf_text observed=2026-05-19T11:03:59.222849Z digest=sha256:10590a891fe70ad05f0996f916ed8a94431d1a4e3e4c6194f0f7264f396e56c3

Observation 05bd72e4-c2f2-451e-a855-61ccfd0638d4 · inbound

To Lie or Not to Lie? Investigating The Biased Spread of Global Lies by LLMs cites this paper.

To Lie or Not to Lie? Investigating The Biased Spread of Global Lies by LLMs Battling Misinformation: An Empirical Study on Adversarial Factuality in Open-Source Large Language Models

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-11T00:05:50.861349Z

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.

source=arxiv_source observed=2026-05-10T18:41:54.081628Z digest=sha256:9e76236573c38fe4541217c121af754786a4850def37dcb2ae9a2e633c0bebf3