Paper Citation Record · LEDGER

HoloFair: Unified T2I Fairness Evaluation and Fair-GRPO Debiasing

As of 5 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.

pith.paper-citation-record.v1
2605.24687 v1

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T13:26:10.944914Z

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T00:41:12.471192Z

measured 0 of 1 external citation measurements

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 2026-08-05T06:32:48.257954+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 2026-08-05T06:32:48.257954+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 2026-08-05T06:32:48.257954+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 2026-08-05T06:32:48.257954+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 2026-08-05T06:32:48.257954+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.