Paper Citation Record · LEDGER

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests

As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2510.22170.

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

pith.paper-citation-record.v1
2510.22170 v3

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T08:12:51.081669Z

measured 32 of 32 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

32 of 32 outbound references displayed

verified exact0
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d4250f58-b24a-4755-b548-7e727093b870 · outbound

This paper cites an unresolved cited work.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:48.299902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 059c62ee-bbb1-48d3-8fc2-12a7cd88cd64 · outbound

This paper cites The chosen profile in- cludes: • Sections derived from an intake inter- view.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests The chosen profile in- cludes: • Sections derived from an intake inter- view

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:48.442591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46086fd5-7323-4629-8957-255abeb62912 · outbound

This paper cites The Llama 3 Herd of Models.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests The Llama 3 Herd of Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:47.399871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a00c4e2-5790-4f6b-984e-09aacc956bd5 · outbound

This paper cites an unresolved cited work.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:48.676584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5496eb0c-d72a-45cf-a55c-4ad9a90df8f2 · outbound

This paper cites Louis Kwok, Michal Bravansky, and Lewis D Griffin.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Louis Kwok, Michal Bravansky, and Lewis D Griffin

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:47.573510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0849d6fb-6524-4655-ba8a-a04564affaf1 · outbound

This paper cites Evaluating Cultural Adaptability of a Large Language Model via Simulation of Synthetic Personas.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Evaluating Cultural Adaptability of a Large Language Model via Simulation of Synthetic Personas

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:47.651092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25624926-3d67-4fae-9b09-a188ec5a99d7 · outbound

This paper cites arXiv preprint arXiv:2412.12144.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests arXiv preprint arXiv:2412.12144

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:47.752962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99ae126a-8fd5-4eec-b1eb-679d1431f9f2 · outbound

This paper cites The report should be based on the indi- vidual described in the attached mem- oir.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests The report should be based on the indi- vidual described in the attached mem- oir

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:48.566672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7927fc9-44aa-45a8-b029-f02dd971873c · outbound

This paper cites Behav- ioral Observations.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Behav- ioral Observations

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:48.828638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcc26858-fce0-4800-8da3-2c2471566ab6 · outbound

This paper cites The Avoider.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests The Avoider

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:49.153385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e233671-d93f-4418-b9b4-64117ae4c39a · outbound

This paper cites an unresolved cited work.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:49.307589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaf6e63b-7db1-4ca6-8677-15912d995802 · outbound

This paper cites Agreeable- ness).

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Agreeable- ness)

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:49.503746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 946bdc58-5f47-4947-b242-0503cb8e645c · outbound

This paper cites Ensure each rewrite minimizes overlap with other traits and includes specific, actionable decisions rather than vague choices.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Ensure each rewrite minimizes overlap with other traits and includes specific, actionable decisions rather than vague choices

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:49.721747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea724e88-ce81-4be2-89cb-10f927949e77 · outbound

This paper cites scenario_summary.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests scenario_summary

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:49.886944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 047c94d6-b683-4e5c-8b54-33860d0d08bc · outbound

This paper cites Write it as a concrete, sensory, scene-level story (180–250 words).

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Write it as a concrete, sensory, scene-level story (180–250 words)

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:50.111016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 681a6432-a417-441f-865e-5b27751b407b · outbound

This paper cites Do NOT quote or paraphrase it; never list ‘Core trait/Focus/Strength- s/Challenges’.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Do NOT quote or paraphrase it; never list ‘Core trait/Focus/Strength- s/Challenges’

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:50.150279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41d87e80-6fb2-47f2-aa01-55bfaf17ad24 · outbound

This paper cites Rephrase and localize details to the scene.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Rephrase and localize details to the scene

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:50.244100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3db08a7-a8ca-4292-a19c-5782f6ff3d4d · outbound

This paper cites an unresolved cited work.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:50.347637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33c6b183-0be3-4667-a598-d98d6ea8ac0a · outbound

This paper cites an unresolved cited work.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:50.489054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c370bd3-8804-472e-8561-968dd6f13853 · outbound

This paper cites Prefer specific, scene-derived wording.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Prefer specific, scene-derived wording

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:50.595869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9bec102-2717-4e14-95ed-6c79c5d32c27 · outbound

This paper cites an unresolved cited work.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:50.666874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb1aadfa-880c-4324-9698-23dfd166b7f3 · outbound

This paper cites an unresolved cited work.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:50.749999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aa8e90c-8507-4b4c-8081-894dfe50b960 · outbound

This paper cites an unresolved cited work.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:50.834074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91c360c6-2542-4ba2-90bf-87e7a862e371 · outbound

This paper cites an unresolved cited work.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:50.990912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bddb3f0-0275-41ae-aae3-f3249067b7cb · outbound

This paper cites Future work could include indepen- dent raters and inter-rater reliability assessments to enhance robustness and minimize potential bias.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Future work could include indepen- dent raters and inter-rater reliability assessments to enhance robustness and minimize potential bias

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:51.081669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78b9a35e-ebcb-46c4-abdc-da810a93b0e4 · outbound

This paper cites Jacob Cohen.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Jacob Cohen

Reference 2001

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:47.272047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd20594e-37f0-4c63-88f1-cb5d83963471 · outbound

This paper cites Efficient Guided Generation for Large Language Models.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Efficient Guided Generation for Large Language Models

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:48.178479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 936e29f9-351c-4609-858e-6f55abe1810f · outbound

This paper cites Quantifying the Persona Effect in LLM Simulations.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Quantifying the Persona Effect in LLM Simulations

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:47.494670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1478f678-030e-4605-9379-270738dc6dd5 · outbound

This paper cites Specifically, we used PGMs created from US Census data and the names data of Rosenman et al.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Specifically, we used PGMs created from US Census data and the names data of Rosenman et al

Reference 2015

Resolution: malformed identifier; no resolver link, observed 2026-08-04T08:12:48.987263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a3568d8-9c11-4484-bb69-c521ce55fc7a · outbound

This paper cites Illuminating the Black Box: A Psychometric Investigation into the Multifaceted Nature of Large Language Models.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Illuminating the Black Box: A Psychometric Investigation into the Multifaceted Nature of Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:48.012642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5a9d736-ea70-4073-9350-c49cbdd88c7a · outbound

This paper cites Michael A McDaniel Cabrera and Nhung T Nguyen.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Michael A McDaniel Cabrera and Nhung T Nguyen

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:47.164062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b88bde1-3fed-482d-bdf2-278d6bfee478 · outbound

This paper cites Yang Lu, Jordan Yu, and Shou-Hsuan Stephen Huang.

Measure what Matters: Psychometric Evaluation of AI with Situational Judgment Tests Yang Lu, Jordan Yu, and Shou-Hsuan Stephen Huang

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T08:12:47.857736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.