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Paper Citation Record · LEDGER

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study

As of 20 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 3 inbound Pith citation observations for arXiv:2504.17083.

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

pith.paper-citation-record.v1
2504.17083 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:55:16.071783Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:25:21.853675Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T22:40:43.435092Z

Reference resolution

31 of 31 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved28
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 640b8652-be6e-468c-932e-de3b59dfdd37 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study On the Opportunities and Risks of Foundation Models

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:15.892488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f4b1a096-8c04-4081-a329-de637b60ebb4 · outbound

This paper cites Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:15.898741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:15.898741Z digest=sha256:d8a91a15bad00a49b26a1fecef8ff3df1a3670dadf91d5232814bf459c539ce2

Observation af56ccf8-1b95-4b82-8739-6768dc018dcb · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:16.973406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:55:15.903588Z digest=sha256:225d77a1593f267574798eb5b407e48a6ef6aacc74c49c67de8c3c53020115ce

Observation b38c77ae-a88f-403a-a55f-ce40735504f4 · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:16.957237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:55:15.908611Z digest=sha256:225bd66a21d79254984540285a97e728e029315e7fae0976f895fbbb11518c85

Observation e97125f6-0a25-41b6-8eb7-834de0a4e19e · outbound

This paper cites The Future of Open Human Feedback.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study The Future of Open Human Feedback

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:15.915113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:15.915113Z digest=sha256:651e691ef2b7f92a2f01a5da539acbe314a353ad0bf78696917146e2474a66b6

Observation 98e7d22a-4c72-4b21-a0f4-d28be923bf6b · outbound

This paper cites How AI and Human Behaviors Shape Psychosocial Effects of Extended Chatbot Use: A Longitudinal Randomized Controlled Study.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study How AI and Human Behaviors Shape Psychosocial Effects of Extended Chatbot Use: A Longitudinal Randomized Controlled Study

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:15.919993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:15.919993Z digest=sha256:152f79b7a41c15612974f4c630f14557ada3643732397c4c1ecdc45e93091269

Observation edc21251-2a47-44e5-9318-5f5da1197e62 · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:16.941462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:55:15.926459Z digest=sha256:85d9ee8f433d3d4448403fce7504cb87ecc9708727ec2cfdb1a7b4fadc334efe

Observation 076f8266-403c-4ef4-9ba3-ba6e44787d51 · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 8

Resolution
verified exact
doi, observed 2026-08-16T10:55:16.178441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 1502e46f-809b-4e67-abfe-d0cb323b839e · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:16.925652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:55:15.937998Z digest=sha256:8909929c427816cab90111de0e7a380c756448478eb31e7b856eea1f1221bcf9

Observation 273d77db-4229-4174-962f-9e234b1ebe85 · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:16.891715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:55:15.950661Z digest=sha256:3604ec3937349faf82ec64ae0757d6f48b60280eaa1a8dfccd0c7fbbf4003b9f

Observation ebbe0463-955d-4604-b66d-2ec71d2e7830 · outbound

This paper cites Udo-Imeh, Bonan Kou, and Tianyi Zhang.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Udo-Imeh, Bonan Kou, and Tianyi Zhang

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:15.956150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:15.956150Z digest=sha256:2cd73a78b55528f04e1b4f94f47f41d3195a2a6a8efccc63208e6d360b951546

Observation 55a2611a-ff70-41fa-afcb-b7658afb2ed2 · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:15.964076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:15.964076Z digest=sha256:ecc47cb1943bdd14edc105f2c2adeb59fd26802be670f0c8193412bc9d187264

Observation 5c37fa42-15ed-4ada-a8fd-12c862792358 · outbound

This paper cites I’m Not Sure, But.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study I’m Not Sure, But

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:15.970229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:15.970229Z digest=sha256:21ef15a7cb069d495eaaab9dfe5860cef9ac8e4f66b822a669c7e947bbdcce7e

Observation d88a6721-7419-4441-b7cb-2c8792e95143 · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:16.875741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 50562636-721a-41f9-a77c-55c1d358fd3f · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:15.981599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:15.981599Z digest=sha256:6d8885ba61b0727d23c789e16533f08f1142c3b699cd51fca89d01f36bd5d936

Observation 4e2d7caa-0f51-45eb-8eb1-c7778b399ba4 · outbound

This paper cites Chatbot Companionship: A Mixed-Methods Study of Companion Chatbot Usage Patterns and Their Relationship to Loneliness in Active Users.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Chatbot Companionship: A Mixed-Methods Study of Companion Chatbot Usage Patterns and Their Relationship to Loneliness in Active Users

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:15.987886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:15.987886Z digest=sha256:caef1948a04283381d269d7c4a3f574a8d56c1c0621cbe64218d2d7376896bec

Observation 4d7ac334-53a1-4197-a742-197e24e88b4b · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:16.857606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 70c0b082-17e8-48df-b7fa-76119c5234c2 · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:16.000377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:16.000377Z digest=sha256:9ef47d44e15ab1ea0ed49340d8c1d64fe6ba11b583afe608c9502dfb3a4dee1b

Observation 9631093b-4a5b-4a3c-9cc4-e76e6268970d · outbound

This paper cites Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:16.006301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 85239930-f5d8-4cc9-83df-3daec113d953 · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:16.012387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:16.012387Z digest=sha256:837f9e1ad5f854d805cf5bb1df699254ee656ccb839aee0f6cdbab0d9851f517

Observation 87592dc9-8cae-4203-ac03-beccb9d1ba66 · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 21

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 446699e8-1b78-4301-b9e7-5f51176d62f2 · outbound

This paper cites Investigating Affective Use and Emotional Well-being on ChatGPT.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Investigating Affective Use and Emotional Well-being on ChatGPT

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:16.022297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7cb26349-e85a-4186-a2c1-f6a40125a797 · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 23

Resolution
malformed identifier
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 94dde933-9e34-4c4a-ae96-c8c62ddcbed4 · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:16.032480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:16.032480Z digest=sha256:245e48b0096a26d77d07746d78d426dee65b56e26499239fd2fbf24db1ef3fdd

Observation 2e8f6679-4097-4b51-acdb-fcd8a1c8413d · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:16.819541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 4b5b7787-47b3-4751-af52-1d3dde996d2b · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:16.046430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:16.046430Z digest=sha256:517c94ad56ffe9de33f12ae3c10dc1ddf85e8957f39c0febaaa979eb0e8e7e92

Observation be613009-125a-4b84-9ac0-13372af4cb74 · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:16.789379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation faf5fd03-0d13-46e3-8868-3f80cae4028d · outbound

This paper cites an unresolved cited work.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:16.769419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:55:16.059443Z digest=sha256:5045bf6767d629e506d0aaf67c8b2aa03566d1e7ce18319b9d19aaacaa857989

Observation 6e140683-4647-431f-8575-9eb53b2c936f · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:16.065121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:16.065121Z digest=sha256:79e4a18b256effed7024a122da09974a3938ffe53e927eb3c6f7ec98bd90d998

Observation 7f7cf329-d808-4d15-9571-f186cc938624 · outbound

This paper cites Do I like this new response more than the previous one?.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Do I like this new response more than the previous one?

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:16.071783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:16.071783Z digest=sha256:175428180a903375f6a59e16661b1985b5f3b9a080d9c0171d844b68a4910c5a

Observation 1b2018c3-8240-486f-9ed1-5106463c1644 · outbound

This paper cites Advances in neural information processing systems 33 (2020), 10659–10671.

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study Advances in neural information processing systems 33 (2020), 10659–10671

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:16.909566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:55:15.945288Z digest=sha256:27a295c8bf5d81376e39547eaae254e4aa5132f817a1cb27e83c88fac15ab152

Pith citing papers

Observation 8bbdd4f6-f34a-453f-9585-d765a0b0dcc2 · inbound

Arch-Router: Aligning LLM Routing with Human Preferences cites this paper.

Arch-Router: Aligning LLM Routing with Human Preferences How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study

Reference 5

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:25:21.853675Z digest=sha256:4fd6cf0ba4959959a5d4b889a5f5a893a8a96056394add2d9bc648241edd7940

Observation 83c0a3fe-383c-4e48-adee-edae9b217784 · inbound

The MedPerturb Dataset: What Non-Content Perturbations Reveal About Human and Clinical LLM Decision Making cites this paper.

The MedPerturb Dataset: What Non-Content Perturbations Reveal About Human and Clinical LLM Decision Making How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T19:15:21.832911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:15:21.832911Z digest=sha256:75c7471d62aea3bf78a3320e0fabf0029325196e6fa0d6e024a91810e5dbb449

Observation 291a9022-686f-4858-980d-ce36995b2b66 · inbound

Measuring and mitigating overreliance to build human-compatible AI cites this paper.

Measuring and mitigating overreliance to build human-compatible AI How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-21T22:40:43.437011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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