Paper Citation Record · LEDGER

Auditing Alignment Controllability in LLMs via Political Axes

As of 7 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.23519.

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

pith.paper-citation-record.v1
2607.23519 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-30T20:24:35.725331Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

verified exact2
verified fuzzy0
unresolved42
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 98873016-a975-4fef-ab89-6d0e76d0e60c · outbound

This paper cites Social Sciences , volume =.

Auditing Alignment Controllability in LLMs via Political Axes Social Sciences , volume =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:32.936496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6af6caa1-f4f9-4096-ab78-80a1198e91a4 · outbound

This paper cites PLOS ONE , volume =.

Auditing Alignment Controllability in LLMs via Political Axes PLOS ONE , volume =

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:32.977650Z

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Observation 513de627-9fe4-4d36-99f7-4d8eeae2e729 · outbound

This paper cites 2023 , journal =.

Auditing Alignment Controllability in LLMs via Political Axes 2023 , journal =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.019544Z

Source-reported events for the cited work

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Observation fb21795f-8927-45aa-b002-266a28dac6be · outbound

This paper cites Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models , booktitle =.

Auditing Alignment Controllability in LLMs via Political Axes Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models , booktitle =

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.056161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5a6fb33-a7dc-40d2-8597-d3aa8b364996 · outbound

This paper cites Beyond Prompt Brittleness: Evaluating the Reliability and Consistency of Political Worldviews in LLMs , journal =.

Auditing Alignment Controllability in LLMs via Political Axes Beyond Prompt Brittleness: Evaluating the Reliability and Consistency of Political Worldviews in LLMs , journal =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.097066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dba364b-9556-416e-8006-dc334ea4180c · outbound

This paper cites Journal of Information Technology & Politics , year =.

Auditing Alignment Controllability in LLMs via Political Axes Journal of Information Technology & Politics , year =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.161408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0278e938-f9a4-4c35-85da-b849d0b9b8e3 · outbound

This paper cites Political Ideology Shifts in Large Language Models.

Auditing Alignment Controllability in LLMs via Political Axes Political Ideology Shifts in Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.198421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc258b02-53b2-4bb1-8872-667379f727cf · outbound

This paper cites and others , title =.

Auditing Alignment Controllability in LLMs via Political Axes and others , title =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.235118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f6bda71-36c2-424f-b8a3-5ef03df4643a · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Auditing Alignment Controllability in LLMs via Political Axes International Conference on Learning Representations (ICLR) , year =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.272075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4ec92ef-d779-46fa-93ef-934a97a397b9 · outbound

This paper cites Findings of the Association for Computational Linguistics (ACL Findings) , year =.

Auditing Alignment Controllability in LLMs via Political Axes Findings of the Association for Computational Linguistics (ACL Findings) , year =

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.310501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1dd7f2b-29f7-4e5e-8e93-ade54ea3a5de · outbound

This paper cites International Conference on Machine Learning (ICML) , year =.

Auditing Alignment Controllability in LLMs via Political Axes International Conference on Machine Learning (ICML) , year =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.353786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cbbeed7-90b8-4599-b2aa-01df9937d8f7 · outbound

This paper cites Proceedings of NAACL , pages =.

Auditing Alignment Controllability in LLMs via Political Axes Proceedings of NAACL , pages =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.393218Z

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Unavailable: canonical work link unavailable.

Observation 41b55c69-6ea4-4c8d-8e67-acebe171c750 · outbound

This paper cites 2025 , editor =.

Auditing Alignment Controllability in LLMs via Political Axes 2025 , editor =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.433985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07386566-29d4-4874-b18d-1ad62bae7f4f · outbound

This paper cites Proceedings of CHI , year =.

Auditing Alignment Controllability in LLMs via Political Axes Proceedings of CHI , year =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.472356Z

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Unavailable: canonical work link unavailable.

Observation a9901c01-dec6-4475-95e5-5d8950cc5874 · outbound

This paper cites Science , volume=.

Auditing Alignment Controllability in LLMs via Political Axes Science , volume=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.515929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de3d2a86-3402-4376-9642-50453e11ab2a · outbound

This paper cites When Models Refuse: Political Steerability and Feature Richness as Measures of Ideological Depth.

Auditing Alignment Controllability in LLMs via Political Axes When Models Refuse: Political Steerability and Feature Richness as Measures of Ideological Depth

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.555587Z

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Observation 55c3a176-a1e7-4910-9b28-df1069eeb0d4 · outbound

This paper cites and others , title =.

Auditing Alignment Controllability in LLMs via Political Axes and others , title =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.595921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33ec3411-63d5-433a-a616-37bed68f985c · outbound

This paper cites Large Language Models are often politically extreme, usually ideologically inconsistent, and persuasive even in informational contexts.

Auditing Alignment Controllability in LLMs via Political Axes Large Language Models are often politically extreme, usually ideologically inconsistent, and persuasive even in informational contexts

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.659506Z

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Unavailable: canonical work link unavailable.

Observation ae43365b-1ccd-4256-b2dc-bc8a08cbaead · outbound

This paper cites Proceedings of the International Conference on Machine Learning (ICML) , year =.

Auditing Alignment Controllability in LLMs via Political Axes Proceedings of the International Conference on Machine Learning (ICML) , year =

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.727815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a60fc7a4-961b-44f4-807b-296e20968a8a · outbound

This paper cites Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) , pages =.

Auditing Alignment Controllability in LLMs via Political Axes Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) , pages =

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.797838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3c738e0-7fbb-4646-94a6-2a7e9ee0e3a9 · outbound

This paper cites Proceedings of NAACL , year =.

Auditing Alignment Controllability in LLMs via Political Axes Proceedings of NAACL , year =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.867794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf0aba5d-48a9-4ffa-b018-e2667012139f · outbound

This paper cites arXiv preprint arXiv:2505.23816 , year =.

Auditing Alignment Controllability in LLMs via Political Axes arXiv preprint arXiv:2505.23816 , year =

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:33.938305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31fe857e-6f65-412a-87b1-4de9d8a0223b · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Auditing Alignment Controllability in LLMs via Political Axes International Conference on Learning Representations (ICLR) , year =

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:34.036543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f68e8c62-70a3-47df-862b-d74b343d6997 · outbound

This paper cites an unresolved cited work.

Auditing Alignment Controllability in LLMs via Political Axes Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:34.107368Z

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Unavailable: canonical work link unavailable.

Observation c494a06d-50ce-4443-bfe6-acacafdf0fd9 · outbound

This paper cites an unresolved cited work.

Auditing Alignment Controllability in LLMs via Political Axes Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:34.194740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5fc238c-1bbe-404e-8a36-9f9a66ec04b3 · outbound

This paper cites Nature Machine Intelligence , volume =.

Auditing Alignment Controllability in LLMs via Political Axes Nature Machine Intelligence , volume =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:34.248140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80a87271-bdb8-4c7a-b122-774fecc0314d · outbound

This paper cites Findings of the Association for Computational Linguistics: NAACL 2025 , pages=.

Auditing Alignment Controllability in LLMs via Political Axes Findings of the Association for Computational Linguistics: NAACL 2025 , pages=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:34.327965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1c109a8-d1eb-4698-95bc-730be415e855 · outbound

This paper cites Generative.

Auditing Alignment Controllability in LLMs via Political Axes Generative

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:34.386296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92c9d99d-4265-491c-9621-8160b52b1158 · outbound

This paper cites Proceedings of the National Academy of Sciences , volume =.

Auditing Alignment Controllability in LLMs via Political Axes Proceedings of the National Academy of Sciences , volume =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:34.456071Z

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Observation 9926f6dc-6370-41e9-ab17-7aa3a459ccbe · outbound

This paper cites Proceedings of EMNLP , pages =.

Auditing Alignment Controllability in LLMs via Political Axes Proceedings of EMNLP , pages =

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:34.520460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6bf9c6d-d199-47a6-9745-822c68bda407 · outbound

This paper cites Bilingual Bias in Large Language Models: A Taiwan Sovereignty Benchmark Study.

Auditing Alignment Controllability in LLMs via Political Axes Bilingual Bias in Large Language Models: A Taiwan Sovereignty Benchmark Study

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:34.634549Z

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Observation 5f40c340-2007-436b-ad38-6eb876905e65 · outbound

This paper cites an unresolved cited work.

Auditing Alignment Controllability in LLMs via Political Axes Unresolved cited work

Reference 32

Resolution: parse uncertain; no resolver link, observed 2026-07-30T20:24:34.697866Z

Source-reported events for the cited work

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Observation 363af948-bed3-4346-960d-9963c07ce525 · outbound

This paper cites 2024 , eprint=.

Auditing Alignment Controllability in LLMs via Political Axes 2024 , eprint=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:34.787205Z

Source-reported events for the cited work

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Observation 7cfc48dd-22d8-4e7b-9c15-05da129ecfcd · outbound

This paper cites 2024 , eprint=.

Auditing Alignment Controllability in LLMs via Political Axes 2024 , eprint=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:34.897520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e25ecac9-1d09-4de9-8559-7956b657f11a · outbound

This paper cites 2025 , eprint=.

Auditing Alignment Controllability in LLMs via Political Axes 2025 , eprint=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:34.955020Z

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Observation 8659d1c8-1e5b-407f-8898-beedc8d99cd3 · outbound

This paper cites Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society , author=.

Auditing Alignment Controllability in LLMs via Political Axes Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society , author=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:35.027274Z

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Observation f6593187-129d-4285-842e-d40891cff9e4 · outbound

This paper cites Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society , author=.

Auditing Alignment Controllability in LLMs via Political Axes Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society , author=

Reference 37

Resolution: verified exact; doi, observed 2026-07-30T20:25:54.751039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cad3ded5-7e87-4c7e-b76c-2511555404c7 · outbound

This paper cites Nature , volume=.

Auditing Alignment Controllability in LLMs via Political Axes Nature , volume=

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:35.165326Z

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Observation 62743a23-e68a-4f54-b3c2-25bbb5b5462f · outbound

This paper cites and Moazam, Hanna and Miller, Heather and Zaharia, Matei and Potts, Christopher , booktitle=.

Auditing Alignment Controllability in LLMs via Political Axes and Moazam, Hanna and Miller, Heather and Zaharia, Matei and Potts, Christopher , booktitle=

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:35.234715Z

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Observation 951c0b64-32a3-44c3-a6c3-2cbe723c93df · outbound

This paper cites Personalization of Large Language Models: A Survey.

Auditing Alignment Controllability in LLMs via Political Axes Personalization of Large Language Models: A Survey

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:35.325557Z

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Observation b660b258-3c85-4804-af88-18fe3f70a2e4 · outbound

This paper cites Auditing Alignment Controllability in.

Auditing Alignment Controllability in LLMs via Political Axes Auditing Alignment Controllability in

Reference 41

Resolution: verified exact; doi, observed 2026-07-30T20:25:54.551001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 969d9488-8cce-4e95-a9e7-a0318ad4f9d4 · outbound

This paper cites , journal=.

Auditing Alignment Controllability in LLMs via Political Axes , journal=

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:35.504356Z

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Observation 20483563-1ecd-49d5-adc4-dcc198350e9c · outbound

This paper cites The Effortless Trap: Productive Struggle,.

Auditing Alignment Controllability in LLMs via Political Axes The Effortless Trap: Productive Struggle,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:35.609628Z

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Unavailable: canonical work link unavailable.

Observation b1163e15-c1ed-4029-9fe9-b9e4c49884ba · outbound

This paper cites Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society , author=.

Auditing Alignment Controllability in LLMs via Political Axes Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society , author=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:35.683538Z

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Unavailable: canonical work link unavailable.

Observation 2595b9b9-f086-485c-aa4f-0a2a904927f0 · outbound

This paper cites Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society , author=.

Auditing Alignment Controllability in LLMs via Political Axes Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society , author=

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:35.725331Z

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Pith citing papers

No inbound Pith citation observations are available.