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Paper Citation Record · LEDGER

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

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 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 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T19:15:25.657666Z

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 b198cea4-26c3-4372-9066-dd4ec31978a4 · inbound

Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey cites this paper.

Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems

Reference 200

Resolution
unresolved
no resolver link, observed 2026-08-08T19:15:25.657666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T19:15:25.657666Z digest=sha256:ddcc280bb6cc99e328f5a0b1fd53db90a48227f6c40f4c23f8798eb0ea35c4c4

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=sha256:9b188d6c6b4d201d8a4cffb08f41c669363b0b0eee30483b35c89f9b5779e511

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=sha256:90856eec4923ed9213b93c5ed3bdcac396d1e4ef288a40225d9060b3402bfb4f

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=sha256:3762179a4d5285a3c78e289ceff9dab0429ab0587f4e23eb0a3cff17e83d4cc3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-17T00:29:07.951709Z digest=sha256:1fb1b507d8b2dcfb541f48d1ac08cc6becba4f92a9544bdd5ae0ceb52760e7c6

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=sha256:5a4c7b35c4168fa0af569ddbae9d0f820de1c613ac22c79948ca308c122e1b7b