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Paper Citation Record · LEDGER

Political Neutrality in AI Is Impossible- But Here Is How to Approximate It

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.05728.

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

pith.paper-citation-record.v1
2503.05728 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:36:51.004089Z

measured 1 of 1 external citation measurements

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

Source: pith, 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

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a49bbd6b-ddbc-45ec-8566-da37ac498297 · inbound

On the Inevitability of Left-Leaning Political Bias in Aligned Language Models cites this paper.

On the Inevitability of Left-Leaning Political Bias in Aligned Language Models Political Neutrality in AI Is Impossible- But Here Is How to Approximate It

Reference 722

Resolution
unresolved
no resolver link, observed 2026-08-06T15:41:34.324873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:41:34.324873Z digest=sha256:f5ad6960a1ad2b5654cbeb70c60295ff7a0644da064758156f0467b7ee6ab8c8

Observation d8405bc9-1d88-4c44-8bf4-04681ddec96f · inbound

Epistemic diversity across language models mitigates knowledge collapse cites this paper.

Epistemic diversity across language models mitigates knowledge collapse Political Neutrality in AI Is Impossible- But Here Is How to Approximate It

Reference 15

Resolution
metadata mismatch
local_arxiv, observed 2026-08-03T15:59:07.926231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-03T15:57:14.797532Z digest=sha256:bc335db0aac928f8ab18aaebd7c2ee5c81c68ae27d5fbb0d12b311bbc806bedf

Observation a13c72c4-b1ec-4768-acfc-1147eaa48dde · inbound

Who Would You Vote For? Auditing Political Alignment in LLMs: An Italian Case-Study cites this paper.

Who Would You Vote For? Auditing Political Alignment in LLMs: An Italian Case-Study Political Neutrality in AI Is Impossible- But Here Is How to Approximate It

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-16T00:36:51.004089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:36:51.004089Z digest=sha256:a775638bcaeb7e6dfdd32b808ef14e542a02448bc275266bef993c8d72cad218