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Paper Citation Record · LEDGER

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain

As of 23 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2502.06439.

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

pith.paper-citation-record.v1
2502.06439 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T15:29:02.936194Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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 exact9
  • verified fuzzy5
  • unresolved11
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 11000b05-833b-431c-a3b9-27b213fc33ee · outbound

This paper cites Rondina et al.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Rondina et al

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T15:29:04.335993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.811195Z digest=sha256:2e8e2f0c0ac16ec6b58c2cc0567ac6fe336605024f3778710b775bcd19dd95e5

Observation 994e4745-ac0f-44aa-ba81-a7044a5d7b2e · outbound

This paper cites International Journal of Artificial Intelligence in Education32(4), 1052–1092 (Dec 2022).

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain International Journal of Artificial Intelligence in Education32(4), 1052–1092 (Dec 2022)

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-08T15:29:02.815937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T15:29:02.815937Z digest=sha256:4e895a3e27018f3101da6aeb367f988e591f808ff52ace7cc1c865a40a9494d9

Observation b76ef4ec-d624-4969-aa61-e5b63d4bd346 · outbound

This paper cites an unresolved cited work.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Unresolved cited work

Reference 3

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T15:29:04.129881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.820879Z digest=sha256:73b70f9cea04a5cb9286796d6ceb135a5b1e1c387b8f78b6ccff4a1571b88b01

Observation 522e0926-2427-40cb-937b-e24094123f28 · outbound

This paper cites Communications of the ACM66(1), 100 (Dec 2022).

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Communications of the ACM66(1), 100 (Dec 2022)

Reference 4

Resolution
verified exact
doi, observed 2026-08-08T15:29:03.099502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.825163Z digest=sha256:3eb5238dab9a9090e5b9896c0487d7fdb5343215f257da4071de5d26ff507838

Observation 382c0f88-7e3e-4514-b993-ac86a0fc1037 · outbound

This paper cites an unresolved cited work.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-08T15:29:04.320447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.830459Z digest=sha256:6a5ab0242d6a8e13dca1d67d229a54535e45504fa5517047e49c832bdc828f8d

Observation 2a504aae-7ffc-4689-9a6b-46b90965a5f4 · outbound

This paper cites Implications of the AI Act for Non-Discrimination Law and Algorithmic Fairness.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Implications of the AI Act for Non-Discrimination Law and Algorithmic Fairness

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-08T15:29:02.834958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T15:29:02.834958Z digest=sha256:de8372e1ddabcad8b6284b867dd9f2514fbb8d2c1377a0d963b21cbb33fd49b1

Observation 6b8b90bf-1682-4446-baa3-42aa6e27386b · outbound

This paper cites an unresolved cited work.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-08T15:29:04.305968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.840529Z digest=sha256:f7e4b4138ac6066c74f00289ed39c1a36d77c21d213460a388f855d9ee7ccb71

Observation 6b950795-5e09-4bb1-8ae5-8b5b3b977aac · outbound

This paper cites an unresolved cited work.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-08T15:29:04.289626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.845068Z digest=sha256:c5ad369340e4482c5ed4b387b3f36a064d4bfba4fec5c6c642841a38b5acb19b

Observation e57dd0da-16b5-4cb5-9317-564ce2ac9042 · outbound

This paper cites In: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain In: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society

Reference 9

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T15:29:03.928550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.849261Z digest=sha256:b93f39f0b1710c87b40ee9b03cec836f99b3ed255a28c410c72cfa4be9c7a1a0

Observation baf2fc38-f8ee-4c8b-8781-75b371d4c319 · outbound

This paper cites In: Proceedings of the 22nd International Confer- ence on Software Engineering and Knowledge Engineering.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain In: Proceedings of the 22nd International Confer- ence on Software Engineering and Knowledge Engineering

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T15:29:04.274773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.853386Z digest=sha256:53f86ee4e3b5d709e96665fc6e2a076c6ed92bcacff02606f5f58b06a76118b8

Observation 3589f1b3-b183-4412-917e-63cbb405b629 · outbound

This paper cites In: Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain In: Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering

Reference 11

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T15:29:03.745971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.857679Z digest=sha256:3bdff94e347ebc78924de58ad46bab8083eff398d7608c2b5035a4d681def87d

Observation 0a12c660-e263-4e5b-8f58-2851a36dae5a · outbound

This paper cites European Jour- nal of Law and Economics50(3), 405–435 (Dec 2020).

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain European Jour- nal of Law and Economics50(3), 405–435 (Dec 2020)

Reference 12

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T15:29:04.258579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.862329Z digest=sha256:a7ebeec3dac709eecf91a89f816bec1796172c73b16c60dbca097c396771d231

Observation 84aecb8e-34e9-4127-9b9a-3fad99260702 · outbound

This paper cites International Journal of Environmental Research and Public Health17(23), 9041 (Jan 2020).

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain International Journal of Environmental Research and Public Health17(23), 9041 (Jan 2020)

Reference 13

Resolution
verified exact
doi, observed 2026-08-08T15:29:03.069004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.866715Z digest=sha256:871408ae0f24529668a954427cc66546fbf3b3ddd61381070b1edd23e31a989e

Observation a8ec17ac-fca8-4cb6-acd0-d582f4926ad3 · outbound

This paper cites an unresolved cited work.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-08T15:29:04.242407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.870605Z digest=sha256:5008cd2bb4dd989b2851eb8a2e3bf5488bac89dfee6f277be0a4d9826d46aa64

Observation 2f031faa-9c2e-4ee6-8df5-5ed4b9f8d1e5 · outbound

This paper cites Auditing Work: Exploring the New York City algorithmic bias audit regime.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Auditing Work: Exploring the New York City algorithmic bias audit regime

Reference 15

Resolution
metadata mismatch
local_arxiv, observed 2026-08-08T15:29:03.054266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.874433Z digest=sha256:d0f474affd3f84363ee83da3b2275fdf8e07b6ea91804d1fc0333aebc7d872be

Observation 39da9297-ce91-4722-9473-22fd6c30ea04 · outbound

This paper cites Standard, International Organization for Standardization, Geneva, CH (2023), https://www.iso.org/standard/78177.html.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Standard, International Organization for Standardization, Geneva, CH (2023), https://www.iso.org/standard/78177.html

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T15:29:04.227051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.878623Z digest=sha256:8a79bd3a2bdf464c2bb21a1a3c6c319adb431f32bae1cd3a8fb3bf35e731ff86

Observation 0037a88c-ac6b-40f0-9e84-785db2ff9335 · outbound

This paper cites Standard, International Organization for Standardization, Geneva, CH (2023), https://www.iso.org/standard/80655.html.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Standard, International Organization for Standardization, Geneva, CH (2023), https://www.iso.org/standard/80655.html

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T15:29:04.209467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.882455Z digest=sha256:73d28cad9cc7ee3b269c8ce6cacef8d3b1e29ce9afa46da2a7cfd25d09c33b3a

Observation b8899c23-46b5-40c9-9d4f-b3dc126e8be6 · outbound

This paper cites Anno 2022.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Anno 2022

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T15:29:04.192827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.886849Z digest=sha256:ff6f3c9be930ba8a5a82cb2b396ad0896128da84a6e46ed855cae6f0235d6eca

Observation 3bfb889c-34db-4a36-a1c2-885b8a2c0c3f · outbound

This paper cites Business Research13(3), 795–848 (Nov 2020).

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Business Research13(3), 795–848 (Nov 2020)

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-08T15:29:02.890531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T15:29:02.890531Z digest=sha256:b35f77c917b8d6f5b39ff07db4f2a3915a8db3aa5286ab82e8cf1b7c60654674

Observation 6631d6ce-9f51-471b-8597-869e270330fe · outbound

This paper cites The Lancet Digital Health4(5), e384– e397 (May 2022).

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain The Lancet Digital Health4(5), e384– e397 (May 2022)

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-08T15:29:02.894484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T15:29:02.894484Z digest=sha256:ffabacb93730ebfe0edfd2e405796df74392db6e3f1fa4dac41c478443968e6a

Observation dac3b095-eb0f-4f97-94e4-c3a1fd191bae · outbound

This paper cites AI and Ethics2(1), 233–245 (Feb 2022).

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain AI and Ethics2(1), 233–245 (Feb 2022)

Reference 21

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T15:29:04.177792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.898900Z digest=sha256:40d6e4d8d78aa8842fed790aa3a8dd76b1cfd9e35f7e1cd3e0c1e888666a5fe1

Observation 70685240-f70e-485d-b2d8-5fa004ef5fe0 · outbound

This paper cites Science366(6464), 447–453 (Oct 2019).

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Science366(6464), 447–453 (Oct 2019)

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-08T15:29:02.903376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T15:29:02.903376Z digest=sha256:8323063c23e143e54625f7dd1b784d7ec594e5eb0f656abd1fb9c18c18efeb55

Observation f35c3ca2-d896-48f8-b507-d74e8e6683fb · outbound

This paper cites In: Proceed- ings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain In: Proceed- ings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society

Reference 23

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T15:29:03.551476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.908162Z digest=sha256:5b416189726cfcc07d0a6b1684df58dbf50066a7ce88e09be2dc7650e8e12514

Observation 29adcb11-53a3-4636-8811-ea863afc44d0 · outbound

This paper cites Communications of the ACM66(1), 101–108 (Dec 2022).

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Communications of the ACM66(1), 101–108 (Dec 2022)

Reference 24

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T15:29:04.161963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.912798Z digest=sha256:b809928dd514cf41803fa9dd95e964d339c9a51c00427e6adf037c27f411f68d

Observation 3c67e0b3-18ba-4e94-a709-20626ecd6b6d · outbound

This paper cites an unresolved cited work.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Unresolved cited work

Reference 25

Resolution
verified exact
doi, observed 2026-08-08T15:29:03.002825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.917227Z digest=sha256:464ce6d1da30d203062e1576189046859d3b76dc4d8686a05d690e57c188195c

Observation 2f81640c-a022-4156-b71a-ac692c008536 · outbound

This paper cites Proceedings of the ACM on Human-Computer Interaction 5(CSCW2), 433:1–433:29 (Oct 2021).

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Proceedings of the ACM on Human-Computer Interaction 5(CSCW2), 433:1–433:29 (Oct 2021)

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-08T15:29:02.921740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T15:29:02.921740Z digest=sha256:81d937cef9fbdced64d9002b14c796d1d1965180ac7d3bb1dd0342b22f832dce

Observation 26ffb8a2-373b-4996-b4b8-a2876c9b3802 · outbound

This paper cites an unresolved cited work.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-08T15:29:04.145981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.926369Z digest=sha256:a7e61cd0f5295739fb9bbd44e3ae08b56a2ec5f1ecae2d27e212b0798d09f54d

Observation bf5d5bef-ffaf-4b4c-be24-a01f73562c07 · outbound

This paper cites In: Proceedings of the 1st ACM Confer- ence on Equity and Access in Algorithms, Mechanisms, and Optimization.

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain In: Proceedings of the 1st ACM Confer- ence on Equity and Access in Algorithms, Mechanisms, and Optimization

Reference 28

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T15:29:03.375184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.931527Z digest=sha256:b42e05157c9cad94cbf4e650562ff9ea8bc4c890cf2400fd1976c07e458414dc

Observation be4815b5-fc58-44fc-950c-8e0595575510 · outbound

This paper cites Government Infor- mation Quarterly 38(4), 101619 (Oct 2021).

Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain Government Infor- mation Quarterly 38(4), 101619 (Oct 2021)

Reference 29

Resolution
verified exact
doi, observed 2026-08-08T15:29:02.975639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T15:29:02.936194Z digest=sha256:310ef5b04a450665aaf4e1ecc475479e49f1227aa01101f1c8507db641f9da92

Pith citing papers

No inbound Pith citation observations are available.