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Paper Citation Record · LEDGER

Unmasking the Reality of PII Masking Models: Performance Gaps and the Call for Accountability

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2504.12308.

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

pith.paper-citation-record.v1
2504.12308 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 2026-08-06T06:34:29.942622+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:19:26.988460Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T04:17:13.823753Z

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 140b4930-1ef5-4e3c-bf92-2d62e86d35b4 · inbound

PRvL: Quantifying the Capabilities and Risks of Large Language Models for PII Redaction cites this paper.

PRvL: Quantifying the Capabilities and Risks of Large Language Models for PII Redaction Unmasking the Reality of PII Masking Models: Performance Gaps and the Call for Accountability

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T23:19:26.988460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:19:26.988460Z digest=sha256:c08fd75ec3ad259990fce3ee269535898bf63509d1c28017a73d3377912d0cc2

Observation 12364d81-ce80-4ba5-8a86-aff770c28df1 · inbound

Reconstruction of Personally Identifiable Information from Supervised Finetuned Models cites this paper.

Reconstruction of Personally Identifiable Information from Supervised Finetuned Models Unmasking the Reality of PII Masking Models: Performance Gaps and the Call for Accountability

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-13T04:17:13.826332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-13T04:15:22.283354Z digest=sha256:68ad552e47b44f29334da75aa94a3afb70d3aafb7446da52ad66c4e1e6f1388e