Paper Citation Record · LEDGER

Privilege Scores

As of 11 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2502.01211.

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

pith.paper-citation-record.v1
2502.01211 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T16:15:15.977072Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

29 of 29 outbound references displayed

verified exact5
verified fuzzy8
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d807364-c9b9-496a-8624-0626b94290e5 · outbound

This paper cites an unresolved cited work.

Privilege Scores Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T16:15:15.836750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c13a1e9-7628-4024-92bb-3caa5c6e79f3 · outbound

This paper cites M., Bringas-Colmenarejo, A., Elobaid, A., Fabbrizzi, S., Fahimi, M., Ferrara, A., Ghodsi, S., Mougan, C., Papageorgiou, I., Reyero, P., et al.

Privilege Scores M., Bringas-Colmenarejo, A., Elobaid, A., Fabbrizzi, S., Fahimi, M., Ferrara, A., Ghodsi, S., Mougan, C., Papageorgiou, I., Reyero, P., et al

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T16:15:15.841999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 179947c9-76f5-4cfa-854e-0e7938e72549 · outbound

This paper cites Causal Fair Machine Learning via Rank - Preserving Interventional Distributions.

Privilege Scores Causal Fair Machine Learning via Rank - Preserving Interventional Distributions

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:15:16.998672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6a80e815-ad86-4b48-9d66-37829420f56a · outbound

This paper cites What Is Fairness? On the Role of Protected Attributes and Fictitious Worlds.

Privilege Scores What Is Fairness? On the Role of Protected Attributes and Fictitious Worlds

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T16:15:15.857597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7c34956-05b1-4c71-824e-e9086e562228 · outbound

This paper cites Fair Prediction with Disparate Impact : A Study of Bias in Recidivism Prediction Instruments.

Privilege Scores Fair Prediction with Disparate Impact : A Study of Bias in Recidivism Prediction Instruments

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T16:15:15.863057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d6e992e-3cf6-435c-b51f-08e902801069 · outbound

This paper cites Fairness is not static: deeper understanding of long term fairness via simulation studies.

Privilege Scores Fairness is not static: deeper understanding of long term fairness via simulation studies

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T16:15:15.868664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bf471dd-cf51-457d-8c4c-f3f5d570585d · outbound

This paper cites K., Bothmann, L., Wright, M.

Privilege Scores K., Bothmann, L., Wright, M

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T16:15:15.873240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e5d2767-71a4-4209-892d-7ef005295583 · outbound

This paper cites an unresolved cited work.

Privilege Scores Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-08-09T16:15:16.147160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 458749dc-17fb-4f6a-b7f0-0718ae700aac · outbound

This paper cites and Chen, Y.

Privilege Scores and Chen, Y

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T16:15:15.882461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e40dcf5-c545-4ab9-a083-10746a7db8ca · outbound

This paper cites Inherent Trade - Offs in the Fair Determination of Risk Scores.

Privilege Scores Inherent Trade - Offs in the Fair Determination of Risk Scores

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T16:15:15.886804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 829c8cae-f7a7-4ec3-9dae-9dd0b38fe5c8 · outbound

This paper cites Eddie Murphy and the Dangers of Counterfactual Causal Thinking About Detecting Racial Discrimination.

Privilege Scores Eddie Murphy and the Dangers of Counterfactual Causal Thinking About Detecting Racial Discrimination

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:15:16.983310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e7c60cba-9db5-4efc-9195-d8eae165f926 · outbound

This paper cites J., Loftus, J., Russell, C., and Silva, R.

Privilege Scores J., Loftus, J., Russell, C., and Silva, R

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:15:16.966514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 859dac8f-9b3e-4167-bd6f-70054332dc3a · outbound

This paper cites Overcoming Fairness Trade-offs via Pre-processing: A Causal Perspective.

Privilege Scores Overcoming Fairness Trade-offs via Pre-processing: A Causal Perspective

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-09T16:15:16.119720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c66a4ea6-1e1b-4df3-a3f3-8058ed547099 · outbound

This paper cites M., Erion, G., Chen, H., DeGrave, A., Prutkin, J.

Privilege Scores M., Erion, G., Chen, H., DeGrave, A., Prutkin, J

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T16:15:15.905520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42e3fcba-efa7-494a-a91c-dab64759235f · outbound

This paper cites Does enforcing fairness mitigate biases caused by subpopulation shift? In Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P., and Vaughan, J.

Privilege Scores Does enforcing fairness mitigate biases caused by subpopulation shift? In Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P., and Vaughan, J

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:15:16.950534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ed6177db-dbca-4fb9-93f2-3e4d5c46c896 · outbound

This paper cites The unfairness of fair machine learning: Leveling down and strict egalitarianism by default.

Privilege Scores The unfairness of fair machine learning: Leveling down and strict egalitarianism by default

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:15:16.934037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9f5eeca9-da74-4945-8e8d-3ddf227c7b23 · outbound

This paper cites Causality: Models, Reasoning, and Inference.

Privilege Scores Causality: Models, Reasoning, and Inference

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:15:16.919094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1492abbd-4a42-478d-b179-c7d2104e921f · outbound

This paper cites and Meinshausen, N.

Privilege Scores and Meinshausen, N

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:15:16.904184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0614d48a-01b7-489d-b13c-dc22873de6f6 · outbound

This paper cites T., Lamba, H., and Ghani, R.

Privilege Scores T., Lamba, H., and Ghani, R

Reference 20

Resolution: verified exact; doi, observed 2026-08-09T16:15:16.084319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 77e1e27a-7004-41f8-b6b2-15b34753af26 · outbound

This paper cites and Ruggieri, S.

Privilege Scores and Ruggieri, S

Reference 21

Resolution: verified exact; doi, observed 2026-08-09T16:15:16.066255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 450b60cb-ccdf-4f2a-8594-dd0b88c78f28 · outbound

This paper cites M., Xu, W., Nguyen, D.

Privilege Scores M., Xu, W., Nguyen, D

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T16:15:15.937620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 898b0f8c-ec96-4e97-a4da-0917ba7aa301 · outbound

This paper cites and Remmers, P.

Privilege Scores and Remmers, P

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T16:15:15.942184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e05aff29-b1c3-4411-8cbb-dd04560c0cc8 · outbound

This paper cites an unresolved cited work.

Privilege Scores Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T16:15:15.946999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a261efd-cce6-4d04-a0bb-d701928ee23e · outbound

This paper cites and Kononenko, I.

Privilege Scores and Kononenko, I

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T16:15:15.952167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abb033a5-0cf3-4dc9-9e4f-20443ff3602c · outbound

This paper cites Bias Preservation in Machine Learning : The Legality of Fairness Metrics Under EU Non - Discrimination Law.

Privilege Scores Bias Preservation in Machine Learning : The Legality of Fairness Metrics Under EU Non - Discrimination Law

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T16:15:15.957820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bb26508-2a66-4670-9b37-a6c0da3eca18 · outbound

This paper cites P., and Pechenizkiy, M.

Privilege Scores P., and Pechenizkiy, M

Reference 27

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T16:15:16.231501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 914713c5-da3c-4dab-84f3-f2d139faae76 · outbound

This paper cites Unlocking fairness: a trade-off revisited.

Privilege Scores Unlocking fairness: a trade-off revisited

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T16:15:16.889181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d4be5097-ce38-49ad-9bc0-7a5fd4c0d5fc · outbound

This paper cites an unresolved cited work.

Privilege Scores Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-09T16:15:16.873834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6ab1f9b1-d9f1-4019-a2d1-ff129ba8933e · outbound

This paper cites write newline.

Privilege Scores write newline

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T16:15:15.977072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.