Paper Citation Record · LEDGER

Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 26 inbound Pith citation observations for arXiv:2311.04892.

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

pith.paper-citation-record.v1
2311.04892 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 26 of 26 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:36:34.955570Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T05:46:01.580058Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
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External citation measurements

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Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a2090c02-44bf-4042-9b65-8f5284ad8be9 · inbound

Exploring LLMs for Automated Generation and Adaptation of Questionnaires cites this paper.

Exploring LLMs for Automated Generation and Adaptation of Questionnaires Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T21:09:19.256302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37b684a2-12b1-4a18-9c3a-bcc8eeb4156e · inbound

Breaking Barriers or Building Dependency? Exploring Team-LLM Collaboration in AI-infused Classroom Debate cites this paper.

Breaking Barriers or Building Dependency? Exploring Team-LLM Collaboration in AI-infused Classroom Debate Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T20:14:11.401304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a0845f2-baa3-4b2c-9eeb-9907478e090e · inbound

LLMs are Vulnerable to Malicious Prompts Disguised as Scientific Language cites this paper.

LLMs are Vulnerable to Malicious Prompts Disguised as Scientific Language Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T15:26:44.806667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bc0e6a6-98d3-4775-94cc-c58b5c7e1bee · inbound

Unmasking Conversational Bias in AI Multiagent Systems cites this paper.

Unmasking Conversational Bias in AI Multiagent Systems Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T15:18:21.896663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 084eacaf-f3bd-4e2f-a327-c5fb3cdc87ca · inbound

Are Human Interactions Replicable by Generative Agents? A Case Study on Pronoun Usage in Hierarchical Interactions cites this paper.

Are Human Interactions Replicable by Generative Agents? A Case Study on Pronoun Usage in Hierarchical Interactions Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T14:30:05.483827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1435e031-0e80-4aeb-ab1a-0aadb82c25f6 · inbound

Veracity Bias and Beyond: Uncovering LLMs' Hidden Beliefs in Problem-Solving Reasoning cites this paper.

Veracity Bias and Beyond: Uncovering LLMs' Hidden Beliefs in Problem-Solving Reasoning Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T15:12:12.794213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c08ff1fe-9b61-4b02-a9a6-6df1b9e5412e · inbound

Position is Power: System Prompts as a Mechanism of Bias in Large Language Models (LLMs) cites this paper.

Position is Power: System Prompts as a Mechanism of Bias in Large Language Models (LLMs) Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:43:08.223799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6a0eb5f-480e-4606-a112-8f5fd0fccd73 · inbound

Think Like a Person Before Responding: A Multi-Faceted Evaluation of Persona-Guided LLMs for Countering Hate cites this paper.

Think Like a Person Before Responding: A Multi-Faceted Evaluation of Persona-Guided LLMs for Countering Hate Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:53:50.829068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dc1cb6d-1452-4450-aedc-265fff198970 · inbound

Digital Gatekeepers: Exploring Large Language Model's Role in Immigration Decisions cites this paper.

Digital Gatekeepers: Exploring Large Language Model's Role in Immigration Decisions Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T00:42:20.740847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b2b9dfb-bada-4597-a703-69803034cdcd · inbound

Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances cites this paper.

Toward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T19:47:45.039922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1be581a-53f5-4706-b11f-3e054bd53451 · inbound

Unequal Voices: How LLMs Construct Constrained Queer Narratives cites this paper.

Unequal Voices: How LLMs Construct Constrained Queer Narratives Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:55.315849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74c49179-d697-439b-b2e6-0d655a0e5368 · inbound

Measuring Stereotype and Deviation Biases in Large Language Models cites this paper.

Measuring Stereotype and Deviation Biases in Large Language Models Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-22T00:00:47.853141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8079cd01-3ec3-4a91-9c1b-d26f8110b9d3 · inbound

Departures from Standard Disk Predictions in Intensive Ground-Based Monitoring of Three AGN cites this paper.

Departures from Standard Disk Predictions in Intensive Ground-Based Monitoring of Three AGN Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T17:36:34.955570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d5aeb7f-3960-4f0a-8006-aeb1b60dff28 · inbound

Compounding Disadvantage: Auditing Intersectional Bias in LLM-Generated Explanations Across Indian and American STEM Education cites this paper.

Compounding Disadvantage: Auditing Intersectional Bias in LLM-Generated Explanations Across Indian and American STEM Education Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-21T16:35:22.167629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fad12852-bd81-4cb0-90ee-cdaf7b1c795a · inbound

Mitigating LLM biases toward spurious social contexts using direct preference optimization cites this paper.

Mitigating LLM biases toward spurious social contexts using direct preference optimization Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:33:14.721589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cfdcb646-4e4f-49f2-94c6-b324e93d0f70 · inbound

Ads in AI Chatbots? An Analysis of How Large Language Models Navigate Conflicts of Interest cites this paper.

Ads in AI Chatbots? An Analysis of How Large Language Models Navigate Conflicts of Interest Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 41

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T07:26:02.343889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation de03b3ff-f24e-4ac8-90ed-fe902bd95d4b · inbound

Personality Shapes Gender Bias in Persona-Conditioned LLM Narratives Across English and Hindi: An Empirical Investigation cites this paper.

Personality Shapes Gender Bias in Persona-Conditioned LLM Narratives Across English and Hindi: An Empirical Investigation Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T21:11:19.297807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation de496be4-50c2-4854-be81-4d80316cc2fd · inbound

Personality Shapes Gender Bias in Persona-Conditioned LLM Narratives Across English and Hindi: An Empirical Investigation cites this paper.

Personality Shapes Gender Bias in Persona-Conditioned LLM Narratives Across English and Hindi: An Empirical Investigation Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T09:55:40.085544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1c2700b6-2f35-4595-af9b-1ea3553d9c19 · inbound

The Granularity Axis: A Micro-to-Macro Latent Direction for Social Roles in Language Models cites this paper.

The Granularity Axis: A Micro-to-Macro Latent Direction for Social Roles in Language Models Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:11:08.822669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8f0d7578-28f2-4091-a5da-84917505e992 · inbound

Prompt Governance? On Governing Technologies Governed by Natural Language cites this paper.

Prompt Governance? On Governing Technologies Governed by Natural Language Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 120

Resolution: verified exact; arxiv_id, observed 2026-07-01T08:25:33.448837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fd86f122-318d-4c7f-b7c4-9b67acc4c980 · inbound

The Bias Paradox: How AI Personas Can Overcome Human Limitations in UX Research cites this paper.

The Bias Paradox: How AI Personas Can Overcome Human Limitations in UX Research Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:26:13.163103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d5f2942f-7f95-4933-b1ae-0ce68e82dd68 · inbound

User identity conditions moral wrongness ratings in non-reasoning large language models cites this paper.

User identity conditions moral wrongness ratings in non-reasoning large language models Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-07-09T05:46:01.581494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ed5c78f8-ccd4-4611-9d0a-0111a5e3186b · inbound

Demographic Prompting at Scale: When More Attributes Hurt LLM--Human Agreement cites this paper.

Demographic Prompting at Scale: When More Attributes Hurt LLM--Human Agreement Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-14T10:37:22.521896Z

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Observation 6628aa32-a7c4-4fc5-ab59-91c61ea68b90 · inbound

The CRAFT principles for the responsible use of large language models in policymaking cites this paper.

The CRAFT principles for the responsible use of large language models in policymaking Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T22:34:43.566333Z

Source-reported events for the cited work

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Observation 87149e8b-d4d2-4a90-adc4-b425ab90aa6c · inbound

The Story Shapes the Agent: Narrative Priors in LLM Behavior cites this paper.

The Story Shapes the Agent: Narrative Priors in LLM Behavior Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:31.161398Z

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Unavailable: canonical work link unavailable.

Observation b04f5974-38c5-4390-a2eb-b77e4cae5150 · inbound

Personalization, Personas, and Forecasting in Value Alignment cites this paper.

Personalization, Personas, and Forecasting in Value Alignment Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T10:36:15.765752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.