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Paper Citation Record · LEDGER

Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas

As of 12 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 1 inbound Pith citation observation for arXiv:2412.14843.

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

pith.paper-citation-record.v1
2412.14843 v3

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:54:05.391986Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T19:15:41.538342Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-09T19:15:41.651301Z

Reference resolution

9 of 9 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4e0e6279-1c8b-42e9-be41-8d697dea753a · outbound

This paper cites Argyle, Ethan C.

Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas Argyle, Ethan C

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T11:54:05.343582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:54:05.343582Z digest=sha256:8622982f50893685dc2f469aa0b1bec7c3e135bb7fa8b4e35fabb4d6ce610188

Observation dcf57aa9-f92b-4573-a85f-225370670695 · outbound

This paper cites Measuring Political Bias in Large Language Models: What Is Said and How It Is Said.

Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas Measuring Political Bias in Large Language Models: What Is Said and How It Is Said

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T11:54:05.350882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:54:05.350882Z digest=sha256:e8ff4558a1ce69a046f7a8cbcf910089f2d93cf64e2e58a823a2d32acffa2abf

Observation 18f1b02b-8936-4a82-85b8-f04ed4fae79d · outbound

This paper cites an unresolved cited work.

Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T11:54:05.357540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:54:05.357540Z digest=sha256:77dca46d15268fa310d728b2ac08ca269a1e27f10c6c5becf7f6907522b1cf9a

Observation be28bb67-3635-4ae1-8dc7-6ddf97fa4171 · outbound

This paper cites Personas with Attitudes: Controlling LLMs for Diverse Data Annotation.

Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas Personas with Attitudes: Controlling LLMs for Diverse Data Annotation

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-11T11:54:05.363072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:54:05.363072Z digest=sha256:9f26c5012450102005cff43ab0ed7b9e1ce303297c9cf35c3dd0af0701426852

Observation 9e590621-b4bf-476b-beb0-ef845ef97d4e · outbound

This paper cites Scaling Synthetic Data Creation with 1,000,000,000 Personas.

Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas Scaling Synthetic Data Creation with 1,000,000,000 Personas

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T11:54:05.369309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:54:05.369309Z digest=sha256:7b11bac1e2a27de07207226524ce01a4d658a70cd1776393e1f68d3d34628502

Observation 73045891-0d08-46af-90a7-2272ac69fca0 · outbound

This paper cites The political ideology of conversational AI: Converging evidence on ChatGPT's pro-environmental, left-libertarian orientation.

Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas The political ideology of conversational AI: Converging evidence on ChatGPT's pro-environmental, left-libertarian orientation

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T11:54:05.376030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:54:05.376030Z digest=sha256:a5e6b03299ffac597fc44848ca70b084f304b0cd619f063962bc7ed9e99e871b

Observation 95270527-644c-4c6b-97d2-d1696e349f1f · outbound

This paper cites Evaluating Large Language Model Biases in Persona-Steered Generation.

Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas Evaluating Large Language Model Biases in Persona-Steered Generation

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T11:54:05.381717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:54:05.381717Z digest=sha256:17c22fa6adba32b5cc41689cc4fe33525cac601205de323e8fcaf577fa64bba1

Observation a877dc00-5a2e-4cb2-917d-e6c0979bee55 · outbound

This paper cites an unresolved cited work.

Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:54:05.565806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:54:05.387156Z digest=sha256:44615768aeee6b29f0b14de7e5c8e4eb45a713678a6d0cb0dfe313e4092ee7c4

Observation f08d49c8-fda5-4f8d-81c7-44e3cd93c1f3 · outbound

This paper cites an unresolved cited work.

Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:54:05.545914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:54:05.391986Z digest=sha256:652f48c52e6229186397444dd8f1607141a2aa831585e4afeecad0c431fdbdad

Pith citing papers

Observation 61a89613-105d-4b51-94c3-12aa077a9c1f · inbound

The Impact of Persona-based Political Perspectives on Hateful Content Detection cites this paper.

The Impact of Persona-based Political Perspectives on Hateful Content Detection Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-09T19:15:41.657741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T19:15:41.538342Z digest=sha256:521cbccb397f08bdf83b761b5d756b81fc4b3811d6bd13d457963002479bdb77