Paper Citation Record · LEDGER

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations

As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 2 inbound Pith citation observations for arXiv:2506.00074.

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

pith.paper-citation-record.v1
2506.00074 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:42:56.274947Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T03:12:48.685686Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T10:03:17.095216Z

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy9
unresolved16
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f78935ce-d227-408f-b5b0-8756961365aa · outbound

This paper cites an unresolved cited work.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:59.006549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2026fd97-8299-4a3d-adcd-2acdbd225364 · outbound

This paper cites andy” (neutral) classification for androgynous names where the probability of being male or female is ap- proximately equal, distinct from “unknown.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations andy” (neutral) classification for androgynous names where the probability of being male or female is ap- proximately equal, distinct from “unknown

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:59.443327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a3fe58a8-ac9c-401d-9212-154bb5f8f63b · outbound

This paper cites an unresolved cited work.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:57.986225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 440ceeec-3df9-4eed-a4f5-20aa76512433 · outbound

This paper cites Name": "Scientist 1.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Name": "Scientist 1

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:58.725643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 10731293-9557-4f14-9844-50193227146a · outbound

This paper cites 5.If the above steps were met, record the full name of the scientist along with the DOI of a paper authored by them in the Physics Education Research journal, published by the APS.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations 5.If the above steps were met, record the full name of the scientist along with the DOI of a paper authored by them in the Physics Education Research journal, published by the APS

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:58.826531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 95b8c884-2b8d-48c1-94dc-730bc399881a · outbound

This paper cites an unresolved cited work.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:58.659687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6b5f40cf-2eca-4969-bf3c-c2e5c4012b54 · outbound

This paper cites 5.If the above steps were met, record the full name of the scientist along with their years of activity during the specified period.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations 5.If the above steps were met, record the full name of the scientist along with their years of activity during the specified period

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:58.577469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f684fae5-61b6-4e7c-b9e9-14b429412887 · outbound

This paper cites Name": "Scientist 1.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Name": "Scientist 1

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:58.487485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 186219bf-7bbf-43c0-97ec-31e4c451d8f5 · outbound

This paper cites an unresolved cited work.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:58.400059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b41d50d3-5928-4daa-9367-59063a40e580 · outbound

This paper cites 5.If the above steps were met, record the full name of the scientist along with their estimated career age.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations 5.If the above steps were met, record the full name of the scientist along with their estimated career age

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:58.327345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 889cab37-8363-4002-a865-316ecdea0643 · outbound

This paper cites Name": "Scientist 1.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Name": "Scientist 1

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:58.266120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fe4657a6-9de9-4841-ab28-eba72f1e23fc · outbound

This paper cites an unresolved cited work.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:59.074494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7171484a-c165-44b2-aedd-fdaf4d9ecc8e · outbound

This paper cites an unresolved cited work.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:58.204062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0bb058b4-c376-4f91-9fd3-cb318a9de012 · outbound

This paper cites an unresolved cited work.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:58.916959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8cdb4920-712a-4242-ae8f-70c9937511d1 · outbound

This paper cites an unresolved cited work.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:58.147242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2b15a168-cc72-4b38-97a7-35cddbcd0407 · outbound

This paper cites Name": "Scientist 1.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Name": "Scientist 1

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:57.905252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d16c95cd-abef-4dde-befd-12adeaf83708 · outbound

This paper cites an unresolved cited work.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:57.665710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 93b61964-ada8-4166-9ced-3e6ebf3f3ad7 · outbound

This paper cites an unresolved cited work.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:57.511772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f1af3309-4bec-4522-b490-7143d809eec8 · outbound

This paper cites an unresolved cited work.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:57.269156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c7994976-43ae-46f5-aefa-c1da9ca773a5 · outbound

This paper cites an unresolved cited work.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:57.097320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 203299b4-f169-4d55-b0b9-bb51e8a6bb58 · outbound

This paper cites an unresolved cited work.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:57.018367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3cc6ece6-0d77-4120-abac-66a5b6e7e14f · outbound

This paper cites Name": "Richard Feynman.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Name": "Richard Feynman

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:56.846150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30c963fc-bb29-4514-882f-fec667e71021 · outbound

This paper cites LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 402

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:53.369783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb84a1f1-d253-41f4-be6c-2382117cb1d8 · outbound

This paper cites Reconfidencing LLMs from the Grouping Loss Perspective.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Reconfidencing LLMs from the Grouping Loss Perspective

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:53.222546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8033e984-0b7b-4c39-b3f5-4459ed474f58 · outbound

This paper cites an unresolved cited work.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Unresolved cited work

Reference 2021

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:59.335762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0cf10b9f-aa1e-4a46-adaa-e483cb73f6c8 · outbound

This paper cites The provided criteria for identifying scientists are based on the concept of ‘statistical twins’ of Kamala Harris. This is a highly subjective and undefined term.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations The provided criteria for identifying scientists are based on the concept of ‘statistical twins’ of Kamala Harris. This is a highly subjective and undefined term

Reference 2022

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T12:42:59.177910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d9a28161-0666-4a0c-bfbc-df83f6b59ba4 · outbound

This paper cites Who Gets Recommended? Investigating Gender, Race, and Country Disparities in Paper Recommendations from Large Language Models.

Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations Who Gets Recommended? Investigating Gender, Race, and Country Disparities in Paper Recommendations from Large Language Models

Reference 2024

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T12:42:56.544872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation d82a9a18-b2a5-42f5-b484-b55bec5ddddf · inbound

Whose Name Comes Up? II: Benchmarking and Intervention-Based Auditing of LLM-Based Scholar Recommendation cites this paper.

Whose Name Comes Up? II: Benchmarking and Intervention-Based Auditing of LLM-Based Scholar Recommendation Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T03:12:48.685686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 478f636b-bf63-48c9-be2a-f6cdb36dc5cd · inbound

Whose Name Comes Up? III: Persona Prompting Effects in LLM-Based Scholar Recommendation cites this paper.

Whose Name Comes Up? III: Persona Prompting Effects in LLM-Based Scholar Recommendation Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-29T10:03:17.096680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.