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Paper Citation Record · LEDGER

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data

As of 21 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2607.25526.

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

pith.paper-citation-record.v1
2607.25526 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T02:12:25.414512Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

22 of 22 outbound references displayed

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  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bbb72cdd-6608-4209-913d-f82d6d6bf127 · outbound

This paper cites P., Busby, E.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data P., Busby, E

Reference 1

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unresolved
no resolver link, observed 2026-08-01T02:12:25.328594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.328594Z digest=sha256:4f5d4f125215e6e6f0ed6f54443473f989826e775656429567f1c5967e820479

Observation 548fd650-5155-49da-8f25-fb494f4f4bcb · outbound

This paper cites A., Strezhnev, A., and Voeten, E.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data A., Strezhnev, A., and Voeten, E

Reference 2

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no resolver link, observed 2026-08-01T02:12:25.333071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.333071Z digest=sha256:f3ce249e357086aab3247b900147a34957c2e28da90fc9b50ccc7e6a903f968f

Observation 7d7884c6-9d58-4850-a282-e6a72730a219 · outbound

This paper cites an unresolved cited work.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data Unresolved cited work

Reference 3

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unresolved
no resolver link, observed 2026-08-01T02:12:25.338504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.338504Z digest=sha256:2ea6695bbe2e41558ea12e0e6ab3e1aa85b9f312b1ea7e629cc5628d7a780a14

Observation 04caf148-30d4-4fe7-b727-d6604c17401f · outbound

This paper cites It's the humans, not the data: Geopolitical bias in LLMs originates in post-training, amplified by the language of the prompt.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data It's the humans, not the data: Geopolitical bias in LLMs originates in post-training, amplified by the language of the prompt

Reference 4

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unresolved
no resolver link, observed 2026-08-01T02:12:25.342418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.342418Z digest=sha256:d76cbf3bb03683c3dd28cd3297492d93901e7d1d26898dbb930fdd2fc4b82096

Observation 51a88f81-9524-473d-a90b-a88ab533c546 · outbound

This paper cites and Innerarity, D.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data and Innerarity, D

Reference 5

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unresolved
no resolver link, observed 2026-08-01T02:12:25.347110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.347110Z digest=sha256:1b595b3ee37f34de41f3a2bfc90ff44fd53c259fb5260de7f0706a50b38536af

Observation 2216762a-2837-47ce-89e4-665bf6650913 · outbound

This paper cites an unresolved cited work.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data Unresolved cited work

Reference 6

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unresolved
no resolver link, observed 2026-08-01T02:12:25.351039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.351039Z digest=sha256:87a38e0a129e6df97600093c5073eaf45d4d688444cddfb50ddee80741f1e983

Observation dafbeda6-6f28-4303-88ca-bb1494819c7c · outbound

This paper cites Geographic and Geopolitical Biases of Language Models.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data Geographic and Geopolitical Biases of Language Models

Reference 7

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no resolver link, observed 2026-08-01T02:12:25.355912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.355912Z digest=sha256:c57657827d897639cd00fbe7a2c992b667f352c588c5e9c93bbe4b3831ea0015

Observation 2dbfd24b-db16-434b-add0-b7dd0f681898 · outbound

This paper cites an unresolved cited work.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data Unresolved cited work

Reference 8

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unresolved
no resolver link, observed 2026-08-01T02:12:25.360410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.360410Z digest=sha256:d01d7d02182b3347197035ef7a55a2a2d4f584a29cfd0306a775e37ec9779c88

Observation e4e7ff2e-79bc-43c5-a5ce-f553a731f52b · outbound

This paper cites an unresolved cited work.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data Unresolved cited work

Reference 9

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no resolver link, observed 2026-08-01T02:12:25.364464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.364464Z digest=sha256:b05b8178f85ec6eed9b95bd46be5bdc8465031a83756a1635699febfbcf38be9

Observation 352736a6-0467-4c6d-8795-e5c3637a0a92 · outbound

This paper cites an unresolved cited work.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data Unresolved cited work

Reference 10

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unresolved
no resolver link, observed 2026-08-01T02:12:25.368386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.368386Z digest=sha256:53eb0c52ffd6e3d5a2dbf936d87441f5238f91856d5b1603ee6a14532d6e25b6

Observation 7041d2fb-c186-4323-b3e8-c10ba9ca87a0 · outbound

This paper cites an unresolved cited work.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:25.372362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.372362Z digest=sha256:06048560f78d5f8e6334bf835020d6d26b58f529ed7bc91dfeeec65d620487d7

Observation dea3e3b8-8ef0-406c-9ee7-b3b300032331 · outbound

This paper cites Geopolitical biases in LLMs: what are the "good" and the "bad" countries according to contemporary language models.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data Geopolitical biases in LLMs: what are the "good" and the "bad" countries according to contemporary language models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:25.376088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.376088Z digest=sha256:06a23ede3e13d7613c91484cd3f54f4064a64d4ca7801a394df60315c392ce38

Observation 91352f6f-17c1-4be8-bb05-9e1941903483 · outbound

This paper cites an unresolved cited work.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:25.380167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.380167Z digest=sha256:94db19b11113fec46ed7b739600442c347c0a6d6f98395a76b6229c2d5d4091b

Observation 570b6d58-47f7-4639-83ce-6da73dc860d3 · outbound

This paper cites an unresolved cited work.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data Unresolved cited work

Reference 14

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unresolved
no resolver link, observed 2026-08-01T02:12:25.383939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.383939Z digest=sha256:9f0d7c783397ba992e1f6e92ca7de4b906118d5e4be6e36e80259c8bb85f1d4c

Observation abc744b9-b614-42cc-9ff9-bc4c51592851 · outbound

This paper cites and Voeten, E.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data and Voeten, E

Reference 15

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no resolver link, observed 2026-08-01T02:12:25.388070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.388070Z digest=sha256:84b7038bc6e09cc9cb267a62a960b3525d4cbabb8dc394999f0e9acabd0152c4

Observation 6ee9176d-adb1-4664-9261-448f537bc1f8 · outbound

This paper cites S., and Kizilcec, R.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data S., and Kizilcec, R

Reference 16

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no resolver link, observed 2026-08-01T02:12:25.391741Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.391741Z digest=sha256:5346cbf2eee0712916488ddf6636726e2ea826da26d6db14c6e1863b2de0d01f

Observation 69c5c1e5-0b05-450c-a934-898881bd35aa · outbound

This paper cites Ai opportunities action plan: Government response.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data Ai opportunities action plan: Government response

Reference 17

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no resolver link, observed 2026-08-01T02:12:25.395318Z

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Unavailable: canonical work link unavailable.

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Observation 5491f512-f511-42ee-aa2e-e9dbbf4a17bf · outbound

This paper cites United nations digital library bulk voting data.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data United nations digital library bulk voting data

Reference 18

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unresolved
no resolver link, observed 2026-08-01T02:12:25.399057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.399057Z digest=sha256:b5f96ac4dd77ee1c8a94edc83e9288badbad53853d8b50f951be3f7fa28e987c

Observation 9f805a3a-5102-4024-84d9-dd01c756f5d9 · outbound

This paper cites an unresolved cited work.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data Unresolved cited work

Reference 19

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unresolved
no resolver link, observed 2026-08-01T02:12:25.403168Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.403168Z digest=sha256:fa6c7b8141df95a0b33728391d55fb2e4f7f464645bef9fccc0c6241b9f08e60

Observation 8e1325f8-467c-4e96-a387-fc5e92b60af6 · outbound

This paper cites an unresolved cited work.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:25.407083Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.407083Z digest=sha256:ecef47eb9057ef2b698086f6db953de3ea70b00e19cb51c75b6ed6c371b0f52c

Observation 3f15a66c-e6e4-4702-b90b-53441bdda3dd · outbound

This paper cites an unresolved cited work.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data Unresolved cited work

Reference 21

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no resolver link, observed 2026-08-01T02:12:25.410669Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.410669Z digest=sha256:1b75a9b405396428fb9771c2e0564b38b6b4ba832be8af522f65c7cbbd55da14

Observation 232e7929-883d-45e7-b8e0-fc83c96dde2e · outbound

This paper cites B., Faulborn, M., and Garc \'i a, D.

Estimating the Geopolitical Preferences of Large Language Models from United Nations Voting Data B., Faulborn, M., and Garc \'i a, D

Reference 22

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unresolved
no resolver link, observed 2026-08-01T02:12:25.414512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:12:25.414512Z digest=sha256:9b1becfeee72125b52c27c9c93d427e6473e1cd2a29e89b84690622d6c778c2e

Pith citing papers

No inbound Pith citation observations are available.