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Paper Citation Record · LEDGER

Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2410.18889.

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

pith.paper-citation-record.v1
2410.18889 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:05:11.397059Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

3
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b8bce966-76ca-4037-a181-5e776564f479 · inbound

Multi-Domain Explainability of Preferences cites this paper.

Multi-Domain Explainability of Preferences Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T14:05:11.397059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:05:11.397059Z digest=sha256:2a6536368db6b07f02a98900ee7c0412337ccd1c68417ca3f940fb94d961e0a6

Observation 8b6d457e-f546-4d81-95bd-a18f23df525c · inbound

Empty Shelves or Lost Keys? Recall Is the Bottleneck for Parametric Factuality cites this paper.

Empty Shelves or Lost Keys? Recall Is the Bottleneck for Parametric Factuality Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance

Reference 8

Resolution
metadata mismatch
local_arxiv, observed 2026-08-02T23:28:28.932831Z

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.

source=pdf_text observed=2026-08-02T23:23:46.758801Z digest=sha256:46408b2c5d3b94867e9491a62250ea2e981ebcd0e57e16e56d75da1c74d56587