Pith. sign in

Paper Citation Record · LEDGER

Adversarially Constructed Evaluation Sets Are More Challenging, but May Not Be Fair

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2111.08181.

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

pith.paper-citation-record.v1
2111.08181 v1

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 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:17:56.937617Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T00:15:06.707039Z

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 dda51ad5-351f-4a29-b568-6c824c93cd6c · inbound

A Critical Field Guide for Working with Machine Learning Datasets cites this paper.

A Critical Field Guide for Working with Machine Learning Datasets Adversarially Constructed Evaluation Sets Are More Challenging, but May Not Be Fair

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-10T14:17:56.937617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:17:56.937617Z digest=sha256:39d7341ed8a4171c31d1b9faa9db67ea3c48892f31d4703b0ceb512e7d308e96

Observation b0bf45fc-6d2a-4a3f-ae5e-fa2d2487a1b5 · inbound

FORTRESS: Frontier Risk Evaluation for National Security and Public Safety cites this paper.

FORTRESS: Frontier Risk Evaluation for National Security and Public Safety Adversarially Constructed Evaluation Sets Are More Challenging, but May Not Be Fair

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-07T00:15:06.783709Z

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.

source=pdf_text observed=2026-08-07T00:15:02.734925Z digest=sha256:fa1ddedf71133c2552a0233e4eb7d0c4e2406505c8d174a92a8094d2ff2f31b1