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Paper Citation Record · LEDGER

The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2508.08285.

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

pith.paper-citation-record.v1
2508.08285 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:33:42.099840Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T12:13:26.685073Z

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 549993f4-0827-4744-add3-b744350ebdd9 · inbound

False Fixed Points: Kantian Feedback, Stable Miscalibration, and Representational Compression in LLMs cites this paper.

False Fixed Points: Kantian Feedback, Stable Miscalibration, and Representational Compression in LLMs The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T09:33:42.099840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:33:42.099840Z digest=sha256:4e427115dd8935d7aa0d926a674e9a6cf98a5f545daec932588b417b1e609a23

Observation b25b8640-ec49-4c07-b20c-3c002161f5c8 · inbound

Not All Needles Are Found: How Fact Distribution and Don't Make It Up Prompts Shape Retrieval, Reasoning, and Hallucination in Long-Context LLMs cites this paper.

Not All Needles Are Found: How Fact Distribution and Don't Make It Up Prompts Shape Retrieval, Reasoning, and Hallucination in Long-Context LLMs The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-03T12:42:34.626786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T12:42:34.626786Z digest=sha256:039e4baacc884b822295434e65ec7bdc07ad98562539ed588a0676065ed5ce2f

Observation 0af49a48-1a8a-402d-ad9e-1b5f8e4c7331 · inbound

Entropy Distribution as a Fingerprint for Hallucinations in Generative Models cites this paper.

Entropy Distribution as a Fingerprint for Hallucinations in Generative Models The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-06-29T12:13:26.686477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T12:10:43.626846Z digest=sha256:3fcfffddbb95cba6a124ac3eec826b3e796f2138cf783c5fb3f18deea31ae741

Observation 68d8fa9e-722b-4f33-89d0-caecebab8b5c · inbound

Confidently Wrong: Detecting Hallucinations in Financial Question Answering from LLM Internal States cites this paper.

Confidently Wrong: Detecting Hallucinations in Financial Question Answering from LLM Internal States The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-14T05:45:08.896651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T05:45:08.896651Z digest=sha256:88a6a9a4d0bb0c0acab9d798ab9cfd116744339188be2c364509271d4f043005