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Paper Citation Record · LEDGER

Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2409.19804.

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

pith.paper-citation-record.v1
2409.19804 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:41:03.582207Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T00:31:24.798280Z

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 88873614-d972-4b9e-9d03-e5bc7bd073dc · inbound

Safety Degradation in AI Agents cites this paper.

Safety Degradation in AI Agents Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T15:41:03.582207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:41:03.582207Z digest=sha256:87e28392168665865ae7afb1b16040af91ccab7b1154c535a70fa6ad6ac63576

Observation 6203e6ad-d2f9-484e-b1ab-0b70bb36e060 · inbound

On the Merits of LLM-Based Corpus Enrichment cites this paper.

On the Merits of LLM-Based Corpus Enrichment Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T06:06:36.267941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:06:36.267941Z digest=sha256:ddee00f15fba2cf10e50ec7939c76d11f164893ce881e470e38657601caa3fe9

Observation 9f372f77-b04b-45e4-91f1-2f7b1bf06bab · inbound

Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs cites this paper.

Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T04:15:37.430708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:15:37.430708Z digest=sha256:f791770b4104e052629bc471c00ea3ef48f45804fb1838819ae83795375569fc

Observation 63694b08-ce08-47d0-ae95-daa5e07e634d · inbound

LLM Harms: A Taxonomy and Discussion cites this paper.

LLM Harms: A Taxonomy and Discussion Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems

Reference 82

Resolution
verified exact
arxiv_id, observed 2026-05-17T00:31:24.800242Z

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.

source=pdf_text observed=2026-05-17T00:29:07.951709Z digest=sha256:79202ae731f22657cd85d627e438be9a5528fbcc7eec53abbd4c907aa17fa9bb

Observation 06dc5c35-5f46-4bec-8615-6cff1089d69b · inbound

LLM Harms: A Taxonomy and Discussion cites this paper.

LLM Harms: A Taxonomy and Discussion Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-03T18:19:18.415850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:19:18.415850Z digest=sha256:8e0484789b9ebbe32cbee5daf19b97eaa44b1c7cebf024efd3f0e2f41573ab75