Paper Citation Record · LEDGER

BiMi Sheets: Infosheets for bias mitigation methods

As of 8 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2505.22114.

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

pith.paper-citation-record.v1
2505.22114 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:18:23.409888Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

44 of 44 outbound references displayed

verified exact2
verified fuzzy7
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ce13df75-e851-44da-a8ee-493335614734 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

BiMi Sheets: Infosheets for bias mitigation methods , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:19.486690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bda76308-06e2-404b-83dd-d3c2e8d2e147 · outbound

This paper cites write newline.

BiMi Sheets: Infosheets for bias mitigation methods write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:19.561696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f93dbee4-02a8-46ab-bae7-843c04cbead1 · outbound

This paper cites FactSheets: Increasing Trust in AI Services through Supplier's Declarations of Conformity.

BiMi Sheets: Infosheets for bias mitigation methods FactSheets: Increasing Trust in AI Services through Supplier's Declarations of Conformity

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:19.704746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cb30382-4d1c-4fc3-ace5-5dca6be006a9 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:29.128344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 44c0ee8a-cb2a-49ce-b4c4-25ff294b5dd0 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:28.978181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8729e800-9750-491e-8571-d1418bc3060f · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:28.819199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b96c6968-afa7-465f-b8af-5d07147ae263 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:28.732349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ba654e7e-4e1d-4f42-b4e1-00f600654d44 · outbound

This paper cites fairret: a Framework for Differentiable Fairness Regularization Terms.

BiMi Sheets: Infosheets for bias mitigation methods fairret: a Framework for Differentiable Fairness Regularization Terms

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:20.195113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d13913a5-c386-4b62-8123-17600b58c914 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:28.588425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7ff2bba9-2004-4939-b2e5-ba5b62ec26b4 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:28.456030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8f230b23-ec98-479c-b348-bafa3d651270 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:28.319168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fd994e2a-c8b6-4eba-8761-6dca3f7a6757 · outbound

This paper cites ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods.

BiMi Sheets: Infosheets for bias mitigation methods ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:18:23.888218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4ad53abc-41ca-48c9-83d8-debb257453ba · outbound

This paper cites OxonFair: A Flexible Toolkit for Algorithmic Fairness.

BiMi Sheets: Infosheets for bias mitigation methods OxonFair: A Flexible Toolkit for Algorithmic Fairness

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:20.641361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 719ac711-e1ff-4bb2-9da4-d4987450d0eb · outbound

This paper cites H.; Nagireddy, M.; Lee, M.

BiMi Sheets: Infosheets for bias mitigation methods H.; Nagireddy, M.; Lee, M

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:18:28.241544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0ed6f83c-6245-49b7-9e6c-28861a0dad13 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:28.129995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cb34e634-0555-4e4a-be95-752f3ffc0acb · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:27.998042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7a2912bb-f08d-4bb7-b241-4f7361c6206b · outbound

This paper cites Conscientious Classification: A Data Scientist's Guide to Discrimination-Aware Classification.

BiMi Sheets: Infosheets for bias mitigation methods Conscientious Classification: A Data Scientist's Guide to Discrimination-Aware Classification

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:18:23.726809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 77b4a520-3c56-465e-85f9-aed846053fef · outbound

This paper cites D.; Das, A.; Burke, R.; Diaz, F.; et al.

BiMi Sheets: Infosheets for bias mitigation methods D.; Das, A.; Burke, R.; Diaz, F.; et al

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:18:27.742328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fba3674b-7c21-4819-baf7-c8e69eecce99 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:27.471891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 855f2b91-bf09-4b85-8da3-8babe73ae880 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:27.364022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a142c2f9-a053-40c7-8aa3-91dadab064e7 · outbound

This paper cites O.; Rossi, R.

BiMi Sheets: Infosheets for bias mitigation methods O.; Rossi, R

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:18:27.232129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 067676c6-4dfc-46e0-b31e-68de29e7f665 · outbound

This paper cites Datasheets for Datasets.

BiMi Sheets: Infosheets for bias mitigation methods Datasheets for Datasets

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:21.553629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fabcef9-df7c-4ae6-9f5f-61d50a727e13 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:26.930157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a3bb2140-ee93-4698-8514-ac37da428056 · outbound

This paper cites System Cards for AI-Based Decision-Making for Public Policy.

BiMi Sheets: Infosheets for bias mitigation methods System Cards for AI-Based Decision-Making for Public Policy

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:21.676712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1209a5f-9237-4ec2-8bb4-adb973d5bcae · outbound

This paper cites FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods.

BiMi Sheets: Infosheets for bias mitigation methods FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:21.776914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45d4944f-2018-44fc-b7c9-27ba8241a99f · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:26.642600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 64d20e88-b0ad-4f0e-801e-117fe22e3af0 · outbound

This paper cites A Survey on Fairness for Machine Learning on Graphs.

BiMi Sheets: Infosheets for bias mitigation methods A Survey on Fairness for Machine Learning on Graphs

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:21.922850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebd49429-cbb7-4580-a38c-f8b4b9a49100 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:26.481971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0757fd68-01f1-4bc3-bb9d-fa27b156e1a6 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:26.332048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b5425998-338c-40ff-b155-f93c7769e41e · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:26.185196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e9eeda27-9f2f-45d9-8a22-00b24be56d92 · outbound

This paper cites D.; and Gebru, T.

BiMi Sheets: Infosheets for bias mitigation methods D.; and Gebru, T

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:18:25.961979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 35fa7d4c-32c5-42a7-9296-b1f7b9bf2f4b · outbound

This paper cites P.; Loureiro, R.

BiMi Sheets: Infosheets for bias mitigation methods P.; Loureiro, R

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:18:25.656191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 16684024-94b7-45c5-bc45-cfecbcc83a6d · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:25.422317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f53bcc37-bee5-4458-9018-f895155b4b9b · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:22.510037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23709e56-f2da-4a01-ab7e-9de43defc414 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:22.581686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa21d783-0f54-4b7c-9e3c-4bb93f910733 · outbound

This paper cites F.; Thom, J.; and Cramer, H.

BiMi Sheets: Infosheets for bias mitigation methods F.; Thom, J.; and Cramer, H

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:18:25.207568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7fc3874c-e19f-4a79-9fa9-be5c1e8ea6c6 · outbound

This paper cites Aequitas: A Bias and Fairness Audit Toolkit.

BiMi Sheets: Infosheets for bias mitigation methods Aequitas: A Bias and Fairness Audit Toolkit

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:22.734389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c543353-5d9a-4172-a11e-50f2f87eb651 · outbound

This paper cites D.; Boyd, D.; Friedler, S.

BiMi Sheets: Infosheets for bias mitigation methods D.; Boyd, D.; Friedler, S

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:18:25.052685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1b5803ce-bda5-4f1e-97b8-d217cb139e82 · outbound

This paper cites Audit Cards: Contextualizing AI Evaluations.

BiMi Sheets: Infosheets for bias mitigation methods Audit Cards: Contextualizing AI Evaluations

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:22.944743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 193d9e6c-4dbd-49a9-81b2-4edfe5a98028 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:24.935299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 62af3224-e762-4fdd-9c65-932a89528c38 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:24.702682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a8cc14bc-3136-428b-b0e8-cc0e140fc931 · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:24.486406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8202818d-5a53-4b6b-ba9c-cd77cae2d44c · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:24.367674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 88ab2c33-6110-4777-a653-c427837af49b · outbound

This paper cites an unresolved cited work.

BiMi Sheets: Infosheets for bias mitigation methods Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:24.159057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.