Paper Citation Record · LEDGER

Quantifying Data Contamination in Psychometric Evaluations of LLMs

As of 7 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2510.07175.

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

pith.paper-citation-record.v1
2510.07175 v2

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T11:03:12.858690Z

measured 28 of 28 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 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

28 of 28 outbound references displayed

verified exact2
verified fuzzy0
unresolved25
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c7ba6bf5-3a8b-4cd9-a81b-415cbcddc7b1 · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:09.207726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b802666d-1d1b-408b-a0a9-587b16c6f9c3 · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:09.314376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc989254-822f-4307-9f5a-a821a218a413 · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:09.485895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 023d373a-c9c1-4b6f-9cfe-15bb05f4d8c4 · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:09.602344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1518f85e-5bcf-464c-bf56-487d13a5665b · outbound

This paper cites Human Psychometric Questionnaires Mischaracterize LLM Behavior.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Human Psychometric Questionnaires Mischaracterize LLM Behavior

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:09.723070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b978f17-9031-4840-9eca-9e195c79787f · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:09.834096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5efb8159-6b02-48f3-a789-5cb0d2565fa0 · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:09.984957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbff6a5a-3b91-4727-8d2c-a9d03825fce5 · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:10.144902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d620c6a-b05b-4cb6-a600-7add2e0ced64 · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 9

Resolution: malformed identifier; no resolver link, observed 2026-08-04T11:03:10.266584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97be494c-a231-413f-8fa3-161597051543 · outbound

This paper cites Machine Psychology.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Machine Psychology

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:10.446116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9db84d03-57b6-42f6-82c9-eab5bb4bd29e · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:10.563998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53c00672-0322-4e30-9fe9-4c5b1de629c8 · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:10.678267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22779466-d6ab-453d-8ac3-b61c654eb397 · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:10.848173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd5e502c-5eec-4dac-adb5-d6a120d5ac52 · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:10.969527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38c38f8a-ed7f-46c8-b709-c6dcab96b360 · outbound

This paper cites Jones and Delroy L.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Jones and Delroy L

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:11.135208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f310b484-df79-4b59-8f5f-bff051bd0f2f · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:11.250281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd457366-60bc-47f6-a60c-68532d53b38b · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-08-04T11:04:42.713460Z

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 3006210f-643f-4e90-9854-d5bf0c830c8d · outbound

This paper cites Psychometric Item Validation Using Virtual Respondents with Trait-Response Mediators.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Psychometric Item Validation Using Virtual Respondents with Trait-Response Mediators

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:11.561689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 801923f6-c1df-4e58-b5c0-12c800c00f8c · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 19

Resolution: verified exact; doi, observed 2026-08-04T11:04:42.430742Z

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 9803183c-f298-4a24-a529-adb90a12b0bd · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:11.833471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76dbce2f-307a-4533-a20c-711799e4ce21 · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:11.981768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 050e4811-aac5-48e5-89b3-6906214851ea · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:12.086907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 514fdb1d-ed2c-4b73-828f-f902f16a6616 · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:12.173824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9df7bf7c-fd27-4ab6-af41-2bc28e048a24 · outbound

This paper cites Exploring and steering the moral compass of Large Language Models.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Exploring and steering the moral compass of Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:12.326798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 299b2d2b-1b1e-433c-95e6-1133be23e321 · outbound

This paper cites an unresolved cited work.

Quantifying Data Contamination in Psychometric Evaluations of LLMs Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:12.458017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6b4ff6a-544c-402d-bf62-72ab2359f90f · outbound

This paper cites online" 'onlinestring :=.

Quantifying Data Contamination in Psychometric Evaluations of LLMs online" 'onlinestring :=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:12.538197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74e8f9d9-4866-4e08-83ea-bdb92ad60fde · outbound

This paper cites write newline.

Quantifying Data Contamination in Psychometric Evaluations of LLMs write newline

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:12.686555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 129ae57f-c561-4099-8bed-aa0e4d923175 · outbound

This paper cites ,FM_" Y fӋ Z5Ì9fӇqzfXa: <d? W 27? xM./w8e vye۸r 1Mul ]nl:⏷ ` 'UvX ; rl R_=)Ԕ )S_SHL2uKJ ݟz)(*QS2i 2|۔1ߥLE dro(#?5.

Quantifying Data Contamination in Psychometric Evaluations of LLMs ,FM_" Y fӋ Z5Ì9fӇqzfXa: <d? W 27? xM./w8e vye۸r 1Mul ]nl:⏷ ` 'UvX ; rl R_=)Ԕ )S_SHL2uKJ ݟz)(*QS2i 2|۔1ߥLE dro(#?5

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T11:03:12.858690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.