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Paper Citation Record · LEDGER

A Normative Framework for Benchmarking Consumer Fairness in Large Language Model Recommender System

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2405.02219.

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

pith.paper-citation-record.v1
2405.02219 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:46:31.237937Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-28T18:42:29.157904Z

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 ae4cddaf-4453-4f46-86d7-bd70c2fe8bf2 · inbound

Stairway to Fairness: Connecting Group and Individual Fairness cites this paper.

Stairway to Fairness: Connecting Group and Individual Fairness A Normative Framework for Benchmarking Consumer Fairness in Large Language Model Recommender System

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T16:46:31.237937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:46:31.237937Z digest=sha256:460dcbc0bba5287cd29c53bf52868fbcaa156bec2ac099a90b9781800588d81f

Observation cefde670-2e18-4780-a6c3-5001e957a01b · inbound

Offline Evaluation Measures of Fairness in Recommender Systems cites this paper.

Offline Evaluation Measures of Fairness in Recommender Systems A Normative Framework for Benchmarking Consumer Fairness in Large Language Model Recommender System

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-11T23:06:20.961339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-08T01:36:17.017933Z digest=sha256:992277f01e73f39b04f36e086415d779914a710512ca6ddde82aa8aadb7cff98

Observation 7511e866-d8b0-4d94-b365-6c639aee8d94 · inbound

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges cites this paper.

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges A Normative Framework for Benchmarking Consumer Fairness in Large Language Model Recommender System

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-06-28T18:42:29.159537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-28T18:41:06.636352Z digest=sha256:1e19035bd1eadf78acb4dd8c74958b1acb1403348963bc4c4bf0916e747ed6d7