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Paper Citation Record · LEDGER

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

As of 11 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 2026-08-11T06:34:44.6726+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=sha256:8dd9d690ffad262560b7f163457890196f74a8335781f9244f585f7f5ef6479b

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:e9bb3137bbf2f4fa743e01a1f98ca7da0c600b1bfd18c0ad63c1987db2bcfd9a

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:cedb5fa24919142b27625a788f618e78dbe848daef07c8c6c6274a1579ed3596

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=sha256:5dd7dd3cc8af3176e0344566efad0d7fba9f45979826bb32cb4829e5652c3637

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=sha256:8cf7579933a4a0a6218cc9c6417fb4dca219106793faeb373b76d5cb74a49c96

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=sha256:5ee3302856a6a08e8fb24fe552dcb992a49d296595b0b23e4ee14564f58d4b17

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:fb2f94769baf4ecbc0d03f139452cef430ac347ab88c4264f640f1bad73442c5

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:54:05.387156Z digest=sha256:8d012003a219a656fcdb3414b06dc4c3047569c8c3deaed8e7bbd31d8673890b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:54:05.391986Z digest=sha256:03cebaf2d668340b49c069e5415a58232abce29983a801c155e2cf247b02f112

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-09T19:15:41.538342Z digest=sha256:05bff8e587d421b80db4209b7c00b36b2a2daf18accfb814abe872ba68cce34d