Paper Citation Record · LEDGER

Can LLMs Infer Personality from Real World Conversations?

As of 9 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 2 inbound Pith citation observations for arXiv:2507.14355.

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

pith.paper-citation-record.v1
2507.14355 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:14:32.608968Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T01:14:29.490794Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-11T01:17:45.107350Z

Reference resolution

45 of 45 outbound references displayed

verified exact13
verified fuzzy8
unresolved18
parse uncertain0
malformed identifier6
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d223f0f2-c030-43ac-b1f4-2dce7487d486 · outbound

This paper cites Accessed July 11, 2025.

Can LLMs Infer Personality from Real World Conversations? Accessed July 11, 2025

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:14:34.013881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8f248b96-9d07-41c6-a839-8eb9c12a4b25 · outbound

This paper cites WIDIGER T.

Can LLMs Infer Personality from Real World Conversations? WIDIGER T

Reference 2

Resolution: verified exact; raw_fallback, observed 2026-08-06T16:14:33.857749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c9b01bb2-4291-4c95-8d4e-b80c5ecc1c47 · outbound

This paper cites Understanding Patient Personality in Medical Care: Five-Factor Model.

Can LLMs Infer Personality from Real World Conversations? Understanding Patient Personality in Medical Care: Five-Factor Model

Reference 3

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T16:14:33.256366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6b948adc-39fd-42a5-82cd-1cc0e487f48a · outbound

This paper cites The Association Between Psychopathic Personality Traits and Criminal Justice Outcomes: Results From a Nationally Representative Sample of Males and Females.

Can LLMs Infer Personality from Real World Conversations? The Association Between Psychopathic Personality Traits and Criminal Justice Outcomes: Results From a Nationally Representative Sample of Males and Females

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:14:34.001206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 74e31fcd-584c-487e-8a14-b48796145eed · outbound

This paper cites Personality dimensions and criminal arrest.

Can LLMs Infer Personality from Real World Conversations? Personality dimensions and criminal arrest

Reference 5

Resolution: verified exact; doi, observed 2026-08-06T16:14:33.241244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 95fd5dbe-3899-44f4-aa3c-4289b57d22ec · outbound

This paper cites A Survey on Personalized Affective Computing in Human- Machine Interaction.

Can LLMs Infer Personality from Real World Conversations? A Survey on Personalized Affective Computing in Human- Machine Interaction

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:30.656033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd6b83e-d51a-43c0-827b-db3505bd32ef · outbound

This paper cites IMPACT OF VISUAL MODALITIES IN MULTIMODAL PERSONALITY AND AFFECTIVE COMPUTING.

Can LLMs Infer Personality from Real World Conversations? IMPACT OF VISUAL MODALITIES IN MULTIMODAL PERSONALITY AND AFFECTIVE COMPUTING

Reference 7

Resolution: verified exact; doi, observed 2026-08-06T16:14:33.167972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b6237628-7146-4b24-9fdd-1ffa0df7bb8e · outbound

This paper cites Attitudes towards AI: measurement and associations with personality.

Can LLMs Infer Personality from Real World Conversations? Attitudes towards AI: measurement and associations with personality

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:30.791152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fca6e305-0b21-4183-ba9e-a865a8bdfba6 · outbound

This paper cites The Roles of Personality Traits, AI Anxiety, and Demographic Factors in Attitudes toward Artificial Intelligence.

Can LLMs Infer Personality from Real World Conversations? The Roles of Personality Traits, AI Anxiety, and Demographic Factors in Attitudes toward Artificial Intelligence

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:30.839012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa66b3ac-3cb5-4030-b6b3-630dbd936ffc · outbound

This paper cites Generative AI and Its Impact on Personalized Intelligent Tutoring Systems.

Can LLMs Infer Personality from Real World Conversations? Generative AI and Its Impact on Personalized Intelligent Tutoring Systems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:30.879329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b77fdd60-b9af-4c42-a44e-4b7c49350bfd · outbound

This paper cites ResearchGate.

Can LLMs Infer Personality from Real World Conversations? ResearchGate

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:14:33.988680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b22b4118-a38f-4658-a984-3d9f2658c2c4 · outbound

This paper cites an unresolved cited work.

Can LLMs Infer Personality from Real World Conversations? Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:14:33.975049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 14162b3e-3f72-4430-ae8a-302266670025 · outbound

This paper cites Personality structure: Emergence of the five-factor model.

Can LLMs Infer Personality from Real World Conversations? Personality structure: Emergence of the five-factor model

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:14:33.960070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f97eb813-6eba-4a0a-b7f8-7cedac00ad08 · outbound

This paper cites Five-factor model of personality.

Can LLMs Infer Personality from Real World Conversations? Five-factor model of personality

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:14:33.946611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a558f9a1-87ab-4010-9811-4ad53faf6fca · outbound

This paper cites Personality Detection and Analysis using Twitter Data.

Can LLMs Infer Personality from Real World Conversations? Personality Detection and Analysis using Twitter Data

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:14:33.127792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 22465601-dc07-4cf8-b9e2-6fedd7c1144d · outbound

This paper cites Personality Prediction Based on Users’ Tweets.

Can LLMs Infer Personality from Real World Conversations? Personality Prediction Based on Users’ Tweets

Reference 16

Resolution: verified exact; raw_fallback, observed 2026-08-06T16:14:33.613549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7ddf79a2-cad4-4113-a251-e3d88e20ebcc · outbound

This paper cites Automatic Extraction of Personality from Text: Challenges and Opportunities.

Can LLMs Infer Personality from Real World Conversations? Automatic Extraction of Personality from Text: Challenges and Opportunities

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:31.380080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c63058bf-af38-45bf-a922-7a08cd24607f · outbound

This paper cites The Accuracy of Self-Reported Intuitive and Analytical Ability.

Can LLMs Infer Personality from Real World Conversations? The Accuracy of Self-Reported Intuitive and Analytical Ability

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:14:33.932602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e4a83a68-fb1e-43d4-a293-7ddda82cc7f4 · outbound

This paper cites In Support of Personality Assessment in Organizational Settings.

Can LLMs Infer Personality from Real World Conversations? In Support of Personality Assessment in Organizational Settings

Reference 19

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T16:14:33.475559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8cd20843-58dd-4b80-9b66-2b1990c55ebb · outbound

This paper cites A contemplated revision of the NEO Five-Factor Inventory.

Can LLMs Infer Personality from Real World Conversations? A contemplated revision of the NEO Five-Factor Inventory

Reference 20

Resolution: malformed identifier; no resolver link, observed 2026-08-06T16:14:31.580215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73ade002-8bea-43b0-bc0f-0a152baf28da · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

Can LLMs Infer Personality from Real World Conversations? Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:31.609792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dada8a77-d094-4581-893b-75b8b1ae0282 · outbound

This paper cites Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection.

Can LLMs Infer Personality from Real World Conversations? Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:31.696737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea9214b5-313d-4c17-af0d-9ba3ebfe14e6 · outbound

This paper cites Detecting PTSD in Clinical Interviews: A Comparative Analysis of NLP Methods and Large Language Models.

Can LLMs Infer Personality from Real World Conversations? Detecting PTSD in Clinical Interviews: A Comparative Analysis of NLP Methods and Large Language Models

Reference 23

Resolution: verified exact; doi, observed 2026-08-06T16:14:33.082339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9fed9a1b-5620-4cd7-87c7-70fe25494a75 · outbound

This paper cites Evaluating the ability of large language models to emulate personality.

Can LLMs Infer Personality from Real World Conversations? Evaluating the ability of large language models to emulate personality

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:31.794845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0456668-b8a2-4bab-ac35-78d4568cf09d · outbound

This paper cites Classifying Unstructured Text in Electronic Health Records for Mental Health Prediction Models: Large Language Model Evaluation Study.

Can LLMs Infer Personality from Real World Conversations? Classifying Unstructured Text in Electronic Health Records for Mental Health Prediction Models: Large Language Model Evaluation Study

Reference 25

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T16:14:33.005622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5537d22f-4438-47c7-bce1-38ef1dfc7782 · outbound

This paper cites Do Large Language Models (LLMs) Really Understand Personality? A Test of Embeddings vs.

Can LLMs Infer Personality from Real World Conversations? Do Large Language Models (LLMs) Really Understand Personality? A Test of Embeddings vs

Reference 26

Resolution: verified exact; doi, observed 2026-08-06T16:14:32.991259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c01a2922-04ad-4aae-ab7c-3f0eb8b06a18 · outbound

This paper cites Leveraging Large Language Models to Analyze Emotional and Contextual Drivers of Teen Substance Use in Online Discussions.

Can LLMs Infer Personality from Real World Conversations? Leveraging Large Language Models to Analyze Emotional and Contextual Drivers of Teen Substance Use in Online Discussions

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:32.012204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dd56468-3dfa-41cc-ae86-b448b45793d0 · outbound

This paper cites Large-Scale Deep Learning–Enabled Infodemiological Analysis of Substance Use Patterns on Social Media: Insights From the COVID-19 Pandemic.

Can LLMs Infer Personality from Real World Conversations? Large-Scale Deep Learning–Enabled Infodemiological Analysis of Substance Use Patterns on Social Media: Insights From the COVID-19 Pandemic

Reference 28

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T16:14:32.802003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5ed72277-b385-4480-ac10-35330f75079b · outbound

This paper cites Accessed April 2, 2025.

Can LLMs Infer Personality from Real World Conversations? Accessed April 2, 2025

Reference 29

Resolution: verified exact; doi, observed 2026-08-06T16:14:32.787259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a411d48d-dc19-4806-9583-7df9b26183a1 · outbound

This paper cites an unresolved cited work.

Can LLMs Infer Personality from Real World Conversations? Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-06T16:14:32.770738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4dead76b-55e5-40b6-b466-e480098346d2 · outbound

This paper cites Measuring personality in one minute or less: A 10-item short version of the Big Five Inventory in English and German.

Can LLMs Infer Personality from Real World Conversations? Measuring personality in one minute or less: A 10-item short version of the Big Five Inventory in English and German

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:32.281454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e816424f-6cc5-4b81-975d-0ad2aae5f69e · outbound

This paper cites psych: Procedures for Psychological, Psychometric, and Personality Research.

Can LLMs Infer Personality from Real World Conversations? psych: Procedures for Psychological, Psychometric, and Personality Research

Reference 32

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T16:14:32.746719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1b61d520-d10a-4ad2-a621-37ffad0c43c0 · outbound

This paper cites A study of the personality trait-focused digital mental health intervention.

Can LLMs Infer Personality from Real World Conversations? A study of the personality trait-focused digital mental health intervention

Reference 33

Resolution: verified exact; raw_fallback, observed 2026-08-06T16:14:33.345475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 59074549-f64c-42e2-940b-9c3deca79ef4 · outbound

This paper cites Personality traits and dimensions of mental health.

Can LLMs Infer Personality from Real World Conversations? Personality traits and dimensions of mental health

Reference 34

Resolution: verified exact; doi, observed 2026-08-06T16:14:32.731024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4a1953c1-c0c6-4052-a8a4-795b1f20cf62 · outbound

This paper cites Predicting the Big Five Personality Traits in Chinese Counselling Dialogues Using Large Language Models.

Can LLMs Infer Personality from Real World Conversations? Predicting the Big Five Personality Traits in Chinese Counselling Dialogues Using Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:32.543085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 910a8ba5-6653-4226-8f97-9d2be5fce24b · outbound

This paper cites Automatic personality assessment through social media language.

Can LLMs Infer Personality from Real World Conversations? Automatic personality assessment through social media language

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:32.559712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b48c374-b425-4389-bc82-98e4f7a6305c · outbound

This paper cites A caution against customized AI in healthcare.

Can LLMs Infer Personality from Real World Conversations? A caution against customized AI in healthcare

Reference 37

Resolution: verified exact; doi, observed 2026-08-06T16:14:32.690845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a88248a1-115d-4501-b6a8-f25e40bcd135 · outbound

This paper cites GPT-4 Technical Report.

Can LLMs Infer Personality from Real World Conversations? GPT-4 Technical Report

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:32.569713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5120696f-463b-48b7-9fe1-c151c9794b7a · outbound

This paper cites The Llama 3 Herd of Models.

Can LLMs Infer Personality from Real World Conversations? The Llama 3 Herd of Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:32.574924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6ccda2a-8955-4c07-bf13-6eee0e5262d5 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Can LLMs Infer Personality from Real World Conversations? DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:32.579627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6afb09fb-571d-4d32-999a-b89b989a9837 · outbound

This paper cites \"\"{response}\.

Can LLMs Infer Personality from Real World Conversations? \"\"{response}\

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:14:33.889702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4eafe2ff-2a12-409a-932f-e40e55a778d2 · outbound

This paper cites an unresolved cited work.

Can LLMs Infer Personality from Real World Conversations? Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:14:33.918003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8f855874-3444-438a-898d-b00ee8319929 · outbound

This paper cites an unresolved cited work.

Can LLMs Infer Personality from Real World Conversations? Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:14:33.904462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1964e78d-7404-4a18-965d-20bd844c4775 · outbound

This paper cites Provide a score (1.0-5.0) for each trait, allowing for half-step values like 3.5.

Can LLMs Infer Personality from Real World Conversations? Provide a score (1.0-5.0) for each trait, allowing for half-step values like 3.5

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:14:33.875459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 96c018f9-14e7-4fbe-85c4-47162669d69f · outbound

This paper cites an unresolved cited work.

Can LLMs Infer Personality from Real World Conversations? Unresolved cited work

Reference 2025

Resolution: verified exact; raw_fallback, observed 2026-08-06T16:14:33.698927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 131dd6d9-bb68-4dcb-908d-44e096ea7ad1 · inbound

BlossomPsy: A User-Centric AI System for Adaptive and Engaging MBTI Personality Assessments cites this paper.

BlossomPsy: A User-Centric AI System for Adaptive and Engaging MBTI Personality Assessments Can LLMs Infer Personality from Real World Conversations?

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-07-08T15:25:03.107022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a2493033-05a2-47a0-a819-f0f342e00ed4 · inbound

BlossomPsy: A User-Centric AI System for Adaptive and Engaging MBTI Personality Assessments cites this paper.

BlossomPsy: A User-Centric AI System for Adaptive and Engaging MBTI Personality Assessments Can LLMs Infer Personality from Real World Conversations?

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-07-11T01:17:45.134661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.