Paper Citation Record · LEDGER

LLM Generated Persona is a Promise with a Catch

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 24 inbound Pith citation observations for arXiv:2503.16527.

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

pith.paper-citation-record.v1
2503.16527 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 24 of 24 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 24 of 24 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:49:12.984957Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c55e2c41-ffcc-4b0b-ae0b-6ddbc19cfecd · inbound

Twin-2K-500: A dataset for building digital twins of over 2,000 people based on their answers to over 500 questions cites this paper.

Twin-2K-500: A dataset for building digital twins of over 2,000 people based on their answers to over 500 questions LLM Generated Persona is a Promise with a Catch

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:12.984957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6048e9e-9c4e-4f53-9057-73f59260e1f7 · inbound

Aligning LLM with human travel choices: a persona-based embedding learning approach cites this paper.

Aligning LLM with human travel choices: a persona-based embedding learning approach LLM Generated Persona is a Promise with a Catch

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:26:28.776397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf4fc60d-a5e1-426f-ab2c-d482f2b1dade · inbound

Generative Exaggeration in LLM Social Agents: Consistency, Bias, and Toxicity cites this paper.

Generative Exaggeration in LLM Social Agents: Consistency, Bias, and Toxicity LLM Generated Persona is a Promise with a Catch

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:37.217123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7cf1ad1-d2e6-4ba6-bf7d-a7c2488b52c4 · inbound

Temperature and Persona Shape LLM Agent Consensus With Minimal Accuracy Gains in Qualitative Coding cites this paper.

Temperature and Persona Shape LLM Agent Consensus With Minimal Accuracy Gains in Qualitative Coding LLM Generated Persona is a Promise with a Catch

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-19T04:07:01.977082Z

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 65b9747d-e16a-4991-a25d-2345299a2e20 · inbound

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures cites this paper.

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures LLM Generated Persona is a Promise with a Catch

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:26:34.493432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fe39734-ce54-4ef6-87d6-59990064613b · inbound

Leveraging LLMs for Persona-Based Visualization of Election Data cites this paper.

Leveraging LLMs for Persona-Based Visualization of Election Data LLM Generated Persona is a Promise with a Catch

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T12:20:27.901405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1b5d8f1-3e1d-43e1-b18c-ff955abfdd48 · inbound

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences cites this paper.

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences LLM Generated Persona is a Promise with a Catch

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-05-18T16:41:37.945166Z

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 37ee8a85-258e-4952-a536-7b15f07743c7 · inbound

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences cites this paper.

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences LLM Generated Persona is a Promise with a Catch

Reference 78

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T16:41:37.549548Z

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 71bd7a10-2b55-4d30-8faa-6fcb34432581 · inbound

Generating the Modal Worker: A Cross-Model Audit of Race and Gender in LLM-Generated Personas Across 41 Occupations cites this paper.

Generating the Modal Worker: A Cross-Model Audit of Race and Gender in LLM-Generated Personas Across 41 Occupations LLM Generated Persona is a Promise with a Catch

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T08:23:45.042111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f92fda6-15a3-461b-8935-fc999a083483 · inbound

Agentic Economic Modeling cites this paper.

Agentic Economic Modeling LLM Generated Persona is a Promise with a Catch

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T07:30:52.436392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47b7348d-2c79-4901-b64a-cc91198432dc · inbound

Graph-Based Alternatives to LLMs for Human Simulation cites this paper.

Graph-Based Alternatives to LLMs for Human Simulation LLM Generated Persona is a Promise with a Catch

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:50:33.261879Z

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 896c99cf-186a-4357-90ea-0f4becf97728 · inbound

Sentipolis: Emotion-Aware Agents for Social Simulations cites this paper.

Sentipolis: Emotion-Aware Agents for Social Simulations LLM Generated Persona is a Promise with a Catch

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T10:47:45.620945Z

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 aeb4fa32-2331-4f36-b347-191086a7f826 · inbound

Rectification Difficulty and Optimal Sample Allocation in LLM-Augmented Surveys cites this paper.

Rectification Difficulty and Optimal Sample Allocation in LLM-Augmented Surveys LLM Generated Persona is a Promise with a Catch

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:41:36.688471Z

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 f61562dc-679e-4e46-a8f9-c22262cf1cfa · inbound

The $\textit{Silicon Society}$ Cookbook: Design Space of LLM-based Social Simulations cites this paper.

The $\textit{Silicon Society}$ Cookbook: Design Space of LLM-based Social Simulations LLM Generated Persona is a Promise with a Catch

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:31:16.305416Z

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 954a866a-0ced-462b-adff-cb4ccd8ac8df · inbound

Adaptive Querying with AI Persona Priors cites this paper.

Adaptive Querying with AI Persona Priors LLM Generated Persona is a Promise with a Catch

Reference 39

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:16:06.123648Z

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 b1690f70-0993-4ca7-aeff-dbf54e441bdf · inbound

Adaptive Querying with AI Persona Priors cites this paper.

Adaptive Querying with AI Persona Priors LLM Generated Persona is a Promise with a Catch

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T08:05:31.250869Z

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 c392595e-a40e-457f-bb05-50e60c1550f8 · inbound

Stop Drawing Scientific Claims from LLM Social Simulations Without Robustness Audits cites this paper.

Stop Drawing Scientific Claims from LLM Social Simulations Without Robustness Audits LLM Generated Persona is a Promise with a Catch

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:43:19.639961Z

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 1370b8e6-7ea6-48c4-bdbe-52bc59c5e63b · inbound

Creating Multilingual Mental Health Dialogue Datasets: Limits of Persona-Based Localization via Nationality and Language cites this paper.

Creating Multilingual Mental Health Dialogue Datasets: Limits of Persona-Based Localization via Nationality and Language LLM Generated Persona is a Promise with a Catch

Reference 58

Resolution: metadata mismatch; arxiv_id, observed 2026-06-26T20:29:57.599902Z

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 58877e11-f873-4ab9-8991-a403491b27f9 · inbound

Fund2Persona: A Framework for Building and Refining Financial Advisor Personas from Fund Disclosure Data cites this paper.

Fund2Persona: A Framework for Building and Refining Financial Advisor Personas from Fund Disclosure Data LLM Generated Persona is a Promise with a Catch

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T06:34:18.549398Z

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 798c3b22-6c32-49cd-805b-3f28002d4d4c · inbound

Fund2Persona: A Framework for Building and Refining Financial Advisor Personas from Fund Disclosure Data cites this paper.

Fund2Persona: A Framework for Building and Refining Financial Advisor Personas from Fund Disclosure Data LLM Generated Persona is a Promise with a Catch

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T07:05:27.403076Z

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 ee726b39-142e-4694-9ace-d9bf277d862f · inbound

Using AI Agents to Automate Black-Box Audits of Personalization Algorithms at Scale cites this paper.

Using AI Agents to Automate Black-Box Audits of Personalization Algorithms at Scale LLM Generated Persona is a Promise with a Catch

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-07-01T12:15:43.391836Z

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 6fd8b115-83ac-4241-b09f-6b95c0af5e78 · inbound

Persona Non Grata: LLM Persona-Driven Generations in MCQA are Unstable in Distinct Dimensions cites this paper.

Persona Non Grata: LLM Persona-Driven Generations in MCQA are Unstable in Distinct Dimensions LLM Generated Persona is a Promise with a Catch

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T13:06:58.390728Z

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 d4225ded-034c-4924-a4f5-34b84d9dd53c · inbound

Anamnesis: An Open-Source Platform for Large-Scale Backstory-Conditioned Survey Simulation cites this paper.

Anamnesis: An Open-Source Platform for Large-Scale Backstory-Conditioned Survey Simulation LLM Generated Persona is a Promise with a Catch

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T10:22:25.722701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df3a466f-77bd-437c-a71f-6d0830efecdb · inbound

Evaluating the Effectiveness of Persona Simulation in Opinion Prediction with GPT-4.1 cites this paper.

Evaluating the Effectiveness of Persona Simulation in Opinion Prediction with GPT-4.1 LLM Generated Persona is a Promise with a Catch

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T10:26:42.026122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.