Paper Citation Record · LEDGER

Beyond Procedure: Substantive Fairness in Conformal Prediction

As of 9 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2602.16794.

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

pith.paper-citation-record.v1
2602.16794 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T22:33:38.813232Z

measured 21 of 21 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b3659047-c83e-413f-bf5e-f8521fc4aa16 · outbound

This paper cites an unresolved cited work.

Beyond Procedure: Substantive Fairness in Conformal Prediction Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:37.166563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9ff7780-41ad-41b6-af9c-3c5bdb014a09 · outbound

This paper cites an unresolved cited work.

Beyond Procedure: Substantive Fairness in Conformal Prediction Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:37.321020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2570b146-1e1c-420a-a3f5-fb40795e4d61 · outbound

This paper cites adoption.

Beyond Procedure: Substantive Fairness in Conformal Prediction adoption

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:37.492189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5101a7fd-3de2-4a49-a09d-3b45dc637d95 · outbound

This paper cites an unresolved cited work.

Beyond Procedure: Substantive Fairness in Conformal Prediction Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:38.304602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ede1299-7cd6-447b-831e-abc5d0be4182 · outbound

This paper cites FACET: Fairness in computer vision evaluation benchmark.

Beyond Procedure: Substantive Fairness in Conformal Prediction FACET: Fairness in computer vision evaluation benchmark

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:36.305549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec2866af-6f22-40e8-a6d5-7b8b8b076de0 · outbound

This paper cites 3 Zwart, P.

Beyond Procedure: Substantive Fairness in Conformal Prediction 3 Zwart, P

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:37.063327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92e359fb-2de2-4ff0-82fd-7353e11227d8 · outbound

This paper cites Select exactly one class name from this list.

Beyond Procedure: Substantive Fairness in Conformal Prediction Select exactly one class name from this list

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:37.660490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dedd8cb-d87e-42a3-926a-e4ac93ef2bac · outbound

This paper cites Given a short biography, select the correct occupation from the provided list: [{all options}].

Beyond Procedure: Substantive Fairness in Conformal Prediction Given a short biography, select the correct occupation from the provided list: [{all options}]

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:37.844561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeff8f49-bbbd-48b9-aa2d-6f31da7bcacc · outbound

This paper cites an unresolved cited work.

Beyond Procedure: Substantive Fairness in Conformal Prediction Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:38.009248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee056340-508f-4332-978f-2b0c5748bce3 · outbound

This paper cites an unresolved cited work.

Beyond Procedure: Substantive Fairness in Conformal Prediction Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:38.488054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a236e197-b6ed-4b26-8f85-59ae95de4a0e · outbound

This paper cites an unresolved cited work.

Beyond Procedure: Substantive Fairness in Conformal Prediction Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:38.644125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed4c8213-9bc1-48cd-a0ae-309f05b587ec · outbound

This paper cites adoption.

Beyond Procedure: Substantive Fairness in Conformal Prediction adoption

Reference 22

Resolution: malformed identifier; no resolver link, observed 2026-08-02T22:33:38.813232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38a825a6-6238-4d83-bb89-da4f14c8f7c7 · outbound

This paper cites 1 10 Beyond Procedure: Substantive Fairness in Conformal Prediction Office of the Comptroller of the Currency.

Beyond Procedure: Substantive Fairness in Conformal Prediction 1 10 Beyond Procedure: Substantive Fairness in Conformal Prediction Office of the Comptroller of the Currency

Reference 118

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:36.614498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c2eeb5a-a53a-4c92-a50f-781e3e971055 · outbound

This paper cites Fair prediction sets through multi-objective hyper- parameter optimization.Machine Learning, 114(1):27,.

Beyond Procedure: Substantive Fairness in Conformal Prediction Fair prediction sets through multi-objective hyper- parameter optimization.Machine Learning, 114(1):27,

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:35.988807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6d6bae6-5b11-4d93-92cd-8bcce95e5f8f · outbound

This paper cites and Guestrin, C.

Beyond Procedure: Substantive Fairness in Conformal Prediction and Guestrin, C

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:35.700399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a37cb2d2-ca73-4088-932b-4c5c19743cf2 · outbound

This paper cites 6, 25 Ding, F., Hardt, M., Miller, J., and Schmidt, L.

Beyond Procedure: Substantive Fairness in Conformal Prediction 6, 25 Ding, F., Hardt, M., Miller, J., and Schmidt, L

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:35.843808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b23e287-0ea4-4835-9536-5d1f41203bf1 · outbound

This paper cites Qwen2.5-VL Technical Report.

Beyond Procedure: Substantive Fairness in Conformal Prediction Qwen2.5-VL Technical Report

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:35.579733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf97ffd4-dfb7-4d65-bd79-c0024d3a037e · outbound

This paper cites M.Bayesian learning for neural networks, volume.

Beyond Procedure: Substantive Fairness in Conformal Prediction M.Bayesian learning for neural networks, volume

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:36.440677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac9e9ee3-7dc6-473e-95f7-f1f9c665e24d · outbound

This paper cites FedCF: Fair Federated Conformal Prediction.

Beyond Procedure: Substantive Fairness in Conformal Prediction FedCF: Fair Federated Conformal Prediction

Reference 2024

Resolution: malformed identifier; no resolver link, observed 2026-08-02T22:33:36.937840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71893379-fd31-483b-9047-84acc94c452b · outbound

This paper cites The Llama 3 Herd of Models.

Beyond Procedure: Substantive Fairness in Conformal Prediction The Llama 3 Herd of Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:36.165292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0d61cf1-d15d-4b8e-816f-6e7468f29464 · outbound

This paper cites Accessed: 2026-01-25.

Beyond Procedure: Substantive Fairness in Conformal Prediction Accessed: 2026-01-25

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T22:33:36.781580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.