Paper Citation Record · LEDGER

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History?

As of 9 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2604.19785.

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

pith.paper-citation-record.v1
2604.19785 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T23:09:27.704515Z

measured 40 of 40 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-25T02:44:27.309669Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-25T02:46:33.600642Z

Reference resolution

39 of 39 outbound references displayed

verified exact20
verified fuzzy8
unresolved7
parse uncertain0
malformed identifier1
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 58d776fc-d246-466e-9720-f64ab2ca6245 · outbound

This paper cites Personality and Individ- ual Differences87, 147–152 (Dec 2015).https://doi.org/10.1016/j.paid.2015.07.037,https: //www.sciencedirect.com/science/article/pii/S0191886915004948.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Personality and Individ- ual Differences87, 147–152 (Dec 2015).https://doi.org/10.1016/j.paid.2015.07.037,https: //www.sciencedirect.com/science/article/pii/S0191886915004948

Reference 1

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.740432Z

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 d70108aa-0d32-4cc1-af37-0acce02ce5f5 · outbound

This paper cites Dos and Don'ts of Machine Learning in Computer Security.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Dos and Don'ts of Machine Learning in Computer Security

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-13T23:13:24.711707Z

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 2e436f39-0aeb-48b2-b0ee-072ebaf5293d · outbound

This paper cites How People Use ChatGPT.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? How People Use ChatGPT

Reference 3

Resolution: metadata mismatch; doi, observed 2026-05-13T23:13:24.684602Z

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 38d6bf9a-c5f9-42c2-95dd-6c5cdaef4bbd · outbound

This paper cites Computers in Hu- man Behavior (2015).https://doi.org/10.1016/j.chb.2014.12.038,https://linkinghub.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Computers in Hu- man Behavior (2015).https://doi.org/10.1016/j.chb.2014.12.038,https://linkinghub

Reference 4

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.748856Z

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 b31fed0d-b8bf-4e3d-a8a7-dc0e1056bb6e · outbound

This paper cites Economics Letters (1) (2012).

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Economics Letters (1) (2012)

Reference 5

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.676495Z

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 4f50adeb-cb9b-40a4-878b-4acbbd301ceb · outbound

This paper cites koi.ai/blog/urban-vpn-browser-extension-ai-conversations-data-collection.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? koi.ai/blog/urban-vpn-browser-extension-ai-conversations-data-collection

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T23:13:25.030811Z

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 c1ee0ed3-fe84-448f-ab23-0a12e90003e5 · outbound

This paper cites an unresolved cited work.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-13T23:13:25.033272Z

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 73f03e19-a83b-4c45-ad12-7f0ade746c3b · outbound

This paper cites Cögendez et al.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Cögendez et al

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T23:13:25.016373Z

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 36b6f04e-0ff8-4b1e-956f-2f00bbd34f28 · outbound

This paper cites Egyptian Informatics Journal (1) (2022).https://doi.org/10.1016/j.eij.2021.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Egyptian Informatics Journal (1) (2022).https://doi.org/10.1016/j.eij.2021

Reference 9

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.701970Z

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 7766b686-a49f-4de5-9fae-eb265a3342e7 · outbound

This paper cites Nature (2018), https://www.nature.com/articles/d41586-018-03880-4.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Nature (2018), https://www.nature.com/articles/d41586-018-03880-4

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T23:13:25.025745Z

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 3307eed3-991c-40dd-ac2e-062b939d8de5 · outbound

This paper cites Journal of Research in Personality (6) (2003).https://doi.org/10.1016/S0092-6566(03)00046-1,https: //linkinghub.elsevier.com/retrieve/pii/S0092656603000461.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Journal of Research in Personality (6) (2003).https://doi.org/10.1016/S0092-6566(03)00046-1,https: //linkinghub.elsevier.com/retrieve/pii/S0092656603000461

Reference 11

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.699131Z

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 4dfb850f-ef66-4a8f-afe5-9a63a3309951 · outbound

This paper cites In: 2021 Tenth International Conference on Intelligent Computing and Information Sys- tems (ICICIS).

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? In: 2021 Tenth International Conference on Intelligent Computing and Information Sys- tems (ICICIS)

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T23:13:24.745591Z

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 1dd67e26-11c5-406a-904c-5fedd93912fc · outbound

This paper cites Psychological Science (2012).https:// doi.org/10.1177/0956797611436349,https://sci-hub.st/10.1177/0956797611436349.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Psychological Science (2012).https:// doi.org/10.1177/0956797611436349,https://sci-hub.st/10.1177/0956797611436349

Reference 13

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.704790Z

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 2558693c-8359-43cb-a785-3162eae8bc3c · outbound

This paper cites Machine Learning (3) (2014).https://doi.org/10.1007/ s10994-013-5415-y,http://link.springer.com/10.1007/s10994-013-5415-y.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Machine Learning (3) (2014).https://doi.org/10.1007/ s10994-013-5415-y,http://link.springer.com/10.1007/s10994-013-5415-y

Reference 14

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.733331Z

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 5dc2a658-18af-4d7b-97bb-f2519f6641cd · outbound

This paper cites Neural Networks (2014).https://doi.org/10.1016/j.neunet.2014.05.020, https://linkinghub.elsevier.com/retrieve/pii/S0893608014001282.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Neural Networks (2014).https://doi.org/10.1016/j.neunet.2014.05.020, https://linkinghub.elsevier.com/retrieve/pii/S0893608014001282

Reference 15

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.692336Z

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 af384368-5d0b-4275-a458-a5f3e17bf245 · outbound

This paper cites Hoovered up as a data point.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Hoovered up as a data point

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T23:13:25.006939Z

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 8b9dbc6d-834d-419c-97f0-f016a1a4a07b · outbound

This paper cites Journal of Personality Assessment (1) (2019).https://doi.org/10.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Journal of Personality Assessment (1) (2019).https://doi.org/10

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-13T23:13:24.716302Z

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 7fa7f6ec-6919-444e-baf3-b76ba9778aa6 · outbound

This paper cites Matz, Jacob D.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Matz, Jacob D

Reference 18

Resolution: metadata mismatch; doi, observed 2026-05-13T23:13:24.688483Z

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 e94a45ad-f1ba-49d1-8ebc-9bca8dc33e6f · outbound

This paper cites Journal of Personality Assessment (3) (2005).https://doi.org/10.1207/s15327752jpa8403_05.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Journal of Personality Assessment (3) (2005).https://doi.org/10.1207/s15327752jpa8403_05

Reference 19

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.719012Z

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 a28af471-c0f5-493d-a9ca-f8c0a7e72733 · outbound

This paper cites an unresolved cited work.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-13T23:13:25.001216Z

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 b16deef7-b79a-4ba2-b660-a3fb9272976b · outbound

This paper cites CSCW (2011).

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? CSCW (2011)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T23:13:25.027982Z

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 563dc1ac-96cc-4096-acf2-436e0d443636 · outbound

This paper cites In: Natural Language Processing and Information Systems.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? In: Natural Language Processing and Information Systems

Reference 22

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.695571Z

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 c7715ca6-a2c2-4b96-9e50-1588e5373459 · outbound

This paper cites Journal of Research in Personality (2018).https://doi.org/10.1016/j.jrp.2017.12.004,https://www.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Journal of Research in Personality (2018).https://doi.org/10.1016/j.jrp.2017.12.004,https://www

Reference 23

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.707687Z

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 62f354d4-aef7-4004-925d-21226dfb7136 · outbound

This paper cites PNAS Nexus (6) (2024).https://doi.org/10.1093/pnasnexus/pgae231,https://academic.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? PNAS Nexus (6) (2024).https://doi.org/10.1093/pnasnexus/pgae231,https://academic

Reference 24

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.680108Z

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 95b81036-7a05-4bcf-9437-a4a579d86034 · outbound

This paper cites PLOS ONE (3) (2015).https://doi.org/10.1371/journal.pone.0122245,https://journals.plos.org/ plosone/article?id=10.1371/journal.pone.0122245.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? PLOS ONE (3) (2015).https://doi.org/10.1371/journal.pone.0122245,https://journals.plos.org/ plosone/article?id=10.1371/journal.pone.0122245

Reference 25

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.721780Z

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 e131549e-35df-4d9e-bdc1-407317724a8b · outbound

This paper cites Personality and Social Psychology Bulletin (6) (2002).https://doi.org/10.1177/0146167202289008,https: //doi.org/10.1177/0146167202289008.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Personality and Social Psychology Bulletin (6) (2002).https://doi.org/10.1177/0146167202289008,https: //doi.org/10.1177/0146167202289008

Reference 26

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.736832Z

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 17385801-251e-495d-a0b9-729a77628e0a · outbound

This paper cites Journal of Cross-Cultural Psychology (2007).https://doi.org/10.1177//0022022106297299 Inferring Conversational Agent Users’ Personality Traits 15.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Journal of Cross-Cultural Psychology (2007).https://doi.org/10.1177//0022022106297299 Inferring Conversational Agent Users’ Personality Traits 15

Reference 27

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.752023Z

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 75a9a6da-b578-44a0-8983-8188f603ccf2 · outbound

This paper cites an unresolved cited work.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-13T23:13:25.011620Z

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 e0998706-ef50-4101-9905-ff2f4ceb2756 · outbound

This paper cites an unresolved cited work.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-05-13T23:13:25.039800Z

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 3d7da42c-a852-4664-bb1d-acfed0272a66 · outbound

This paper cites an unresolved cited work.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-13T23:13:25.004293Z

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 3699d6b6-dd43-451d-afbd-2c34c66bf34a · outbound

This paper cites Proceedings of the National Academy of Sciences (30) (2020).https://doi.org/10.1073/ pnas.1920484117,https://www.pnas.org/content/117/30/17680.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Proceedings of the National Academy of Sciences (30) (2020).https://doi.org/10.1073/ pnas.1920484117,https://www.pnas.org/content/117/30/17680

Reference 31

Resolution: malformed identifier; raw_fallback, observed 2026-05-13T23:13:25.009377Z

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 65a3db76-5854-4f66-a8cb-0b3f080a03ad · outbound

This paper cites Psychol- ogy, Health & Medicine (3) (2020).https://doi.org/10.1080/13548506.2019.1687918,https: //www.tandfonline.com/doi/full/10.1080/13548506.2019.1687918.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Psychol- ogy, Health & Medicine (3) (2020).https://doi.org/10.1080/13548506.2019.1687918,https: //www.tandfonline.com/doi/full/10.1080/13548506.2019.1687918

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-13T23:13:24.725886Z

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 b66e1bde-e45c-4b6f-9205-aa5b61772ff7 · outbound

This paper cites an unresolved cited work.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-05-13T23:13:25.035664Z

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 de01bba0-0397-44ee-abcd-aedf3ceef043 · outbound

This paper cites Nature Human Behaviour pp.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Nature Human Behaviour pp

Reference 34

Resolution: verified exact; doi, observed 2026-05-13T23:13:24.729227Z

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 7ac4ac38-604d-4f48-bfde-bfabd0f7345a · outbound

This paper cites Qwen3 Technical Report.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Qwen3 Technical Report

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-05-13T23:13:24.894451Z

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 1266897b-65c1-4fc9-865d-9e170d70501d · outbound

This paper cites an unresolved cited work.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-05-13T23:13:25.023376Z

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 bef6d841-9e81-407a-9eae-7ab180660f94 · outbound

This paper cites In: Proceedings of the 20th Chinese National Conference on Computational Linguistics.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? In: Proceedings of the 20th Chinese National Conference on Computational Linguistics

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T23:13:25.018816Z

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 0b38c285-af31-40ca-a5be-f4b43f02751d · outbound

This paper cites AI is from the devil.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? AI is from the devil

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T23:13:25.021195Z

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 d47d422f-766f-45f7-a7b7-5315dca26621 · outbound

This paper cites openness.

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History? openness

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T23:13:25.013974Z

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 e76086b5-fae5-4c49-b0fe-e3c1377cc86e · inbound

Inferential Privacy Leakage in Anonymized Conversational AI Logs cites this paper.

Inferential Privacy Leakage in Anonymized Conversational AI Logs Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History?

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-05-25T02:46:33.603065Z

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.