Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.01926.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:47:49.653189Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, 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
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation ebffc4dd-bde9-4521-8394-ec3c846f83a6 · inbound
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances cites this paper.
Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs
Reference 92
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:47:49.653189Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ed3eda0-0a58-4411-a81b-3cfc35e06061 · inbound
BioPro: Towards Difference-Aware Gender Fairness for Vision-Language Models cites this paper.
BioPro: Towards Difference-Aware Gender Fairness for Vision-Language Models Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T19:25:20.633437Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e6e9e0f-5ec7-49ad-9a5a-313d0e30fc47 · inbound
Discriminatory Compliance: How LLMs Answer Queries from Protected Groups cites this paper.
Discriminatory Compliance: How LLMs Answer Queries from Protected Groups Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs
Reference 70
- Resolution
- verified exact
- arxiv_id, observed 2026-06-26T12:59:29.204554Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.