Paper Citation Record · LEDGER

It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2106.05498.

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

pith.paper-citation-record.v1
2106.05498 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T20:42:04.333293Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T21:00:10.006939Z

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 6c806678-5c19-4129-a80d-ba8bad9bb30f · inbound

Mind the Gap: Optimal and Equitable Encouragement Policies cites this paper.

Mind the Gap: Optimal and Equitable Encouragement Policies It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-24T06:59:02.834222Z

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.

Observation 6e1ffbae-686a-44cf-9820-79a91c0bd490 · inbound

Differential Adjusted Parity for Learning Fair Representations cites this paper.

Differential Adjusted Parity for Learning Fair Representations It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T20:42:04.333293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a046262d-9d56-4ef8-9fd5-f0e1c23884d4 · inbound

FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport cites this paper.

FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:39.124740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03a124bf-b237-413d-a1b2-257ed3aa332b · inbound

Falsifying Discriminant Validity of Predictive Algorithms cites this paper.

Falsifying Discriminant Validity of Predictive Algorithms It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T08:32:32.379352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6866b3e1-04f8-47ee-8af9-f4b84c8c4a65 · inbound

Model Multiplicity and Predictive Arbitrariness in Recidivism Risk Assessment cites this paper.

Model Multiplicity and Predictive Arbitrariness in Recidivism Risk Assessment It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:06:16.720767Z

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.

Observation 6636fb47-468f-40fc-9d37-17b8366fd09e · inbound

Bridging Predictions and Interventions: An Integrated Framework for Automated Decision-Systems cites this paper.

Bridging Predictions and Interventions: An Integrated Framework for Automated Decision-Systems It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-04T21:00:10.008381Z

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.