Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T13:26:10.944914Z
Paper Citation Record · LEDGER
HoloFair: Unified T2I Fairness Evaluation and Fair-GRPO Debiasing
As of 22 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 1 inbound Pith citation observation for arXiv:2605.24687.
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 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T00:41:12.471192Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
5 of 5 outbound references displayed
- verified exact0
- verified fuzzy2
- unresolved1
- parse uncertain0
- malformed identifier2
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 4dcfb1b1-7148-4b5a-8681-b133fc4c3835 · outbound
This paper cites an aggressive person.
HoloFair: Unified T2I Fairness Evaluation and Fair-GRPO Debiasing an aggressive person
Reference 1
- Resolution
- malformed identifier
- raw_fallback, observed 2026-07-09T01:55:51.995677Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ee3351e2-8571-4142-ba01-7ddff1c6e9d9 · outbound
This paper cites an unresolved cited work.
HoloFair: Unified T2I Fairness Evaluation and Fair-GRPO Debiasing Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-07-09T01:55:51.997808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7b981c7c-3f58-4a96-9719-cda81b32c864 · outbound
This paper cites 14) Bready←attach(zB,ℓold B, ˆA).
HoloFair: Unified T2I Fairness Evaluation and Fair-GRPO Debiasing 14) Bready←attach(zB,ℓold B, ˆA)
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.999671Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 400e2dbd-87c8-4e13-bca8-7856b23a544e · outbound
This paper cites single CLIP text encoder + U-Net.
HoloFair: Unified T2I Fairness Evaluation and Fair-GRPO Debiasing single CLIP text encoder + U-Net
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.993644Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 16581f71-75ae-494f-9421-ba8a7b191f5a · outbound
This paper cites an unresolved cited work.
HoloFair: Unified T2I Fairness Evaluation and Fair-GRPO Debiasing Unresolved cited work
Reference 5
- Resolution
- malformed identifier
- arxiv_id, observed 2026-06-30T13:34:40.887903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Pith citing papers
Observation 3cbf7845-bfda-463a-9ac2-a873e4e1218e · inbound
Multi-Axis Max@K Reinforcement Learning for Representative Diversity in Text-to-Image Generation cites this paper.
Multi-Axis Max@K Reinforcement Learning for Representative Diversity in Text-to-Image Generation HoloFair: Unified T2I Fairness Evaluation and Fair-GRPO Debiasing
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T00:41:12.471192Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.