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Paper Citation Record · LEDGER

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models

As of 21 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2505.19621.

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

pith.paper-citation-record.v1
2505.19621 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:14:43.373709Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

46 of 46 outbound references displayed

  • verified exact6
  • verified fuzzy0
  • unresolved39
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b5631413-fde5-4e4f-8f97-ee73765c1451 · outbound

This paper cites URL: " 'urlintro :=.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models URL: " 'urlintro :=

Reference 1

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unresolved
no resolver link, observed 2026-08-07T14:14:39.745580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:39.745580Z digest=sha256:9e451579fd29a445d42d102d4b4ac755ae1717d268bd88eb80ff36a25dce39ea

Observation 0bd8af53-7969-4dfb-9e34-831ffe537584 · outbound

This paper cites write newline.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models write newline

Reference 2

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unresolved
no resolver link, observed 2026-08-07T14:14:39.869638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:39.869638Z digest=sha256:ebb2fd205300936fd26ed611ed1d14a72c3d36cbdd9d982ffe3f1413f766a9bc

Observation 2fdccef2-87a2-4316-b067-7c829ed00f5c · outbound

This paper cites GPT-4 Technical Report.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models GPT-4 Technical Report

Reference 3

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unresolved
no resolver link, observed 2026-08-07T14:14:39.976756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:39.976756Z digest=sha256:c0c944f5bfcbd2992fa008da533991807dd67c03ea6597fdcf0533ba793c03fb

Observation 86ee1e6a-fce2-49dd-a44a-16f4bd01b9e5 · outbound

This paper cites Large Language Models for Mathematical Reasoning: Progresses and Challenges.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Large Language Models for Mathematical Reasoning: Progresses and Challenges

Reference 4

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unresolved
no resolver link, observed 2026-08-07T14:14:40.022995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:40.022995Z digest=sha256:275cad122c5f1698fa860e9646fbd488b2f6b514b34b40973a125e1d4bd90e73

Observation 55382d2e-56fb-42ba-b726-b33408344093 · outbound

This paper cites Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:40.097621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:40.097621Z digest=sha256:931713b45f477d6ae6996b330851c37e4c07d60d890c5ca26e7a3ae06e4e5984

Observation eb932d5e-46d1-4cfc-817c-f370049cb7b7 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:40.208812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:40.208812Z digest=sha256:67eacbca0ab4b5e5751c3d1b369f1a6a855de92b13a48a5888347dd40bd834a2

Observation 0a236ad4-13bd-4dcf-b876-814040c4c05f · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 7

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T14:14:45.188215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:40.264485Z digest=sha256:8fb2d3d085602da30a067ff7a26c5f11e1affb02628ac371d6127c50bb45ca1b

Observation 567bd05d-fb60-4380-b845-978ab6dd9cc0 · outbound

This paper cites The LLM Effect: Are Humans Truly Using LLMs, or Are They Being Influenced By Them Instead?.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models The LLM Effect: Are Humans Truly Using LLMs, or Are They Being Influenced By Them Instead?

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:14:44.954460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:40.359756Z digest=sha256:bffe81a5cf7824ec10929c67a215d2f512d6dc5ccee7c20139933061789a29a6

Observation 4053d9aa-1d7d-4117-a533-15644925ece0 · outbound

This paper cites Towards Measuring the Representation of Subjective Global Opinions in Language Models.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Towards Measuring the Representation of Subjective Global Opinions in Language Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:40.455214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:40.455214Z digest=sha256:c6dd25762bdb5d620e616d1fb7ace5af7fcdcb5c6fa1278560f15f5823d5d9ef

Observation 31c76bd0-55c8-4bfe-99c2-f24a4b913994 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:40.532954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:40.532954Z digest=sha256:3b1ccc21af699ade1180c4a9f7d51895c8544308bbf47971daae270280583027

Observation 990e3707-53e4-4e28-b7f0-9aaffd527e3b · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:40.621715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:40.621715Z digest=sha256:e3fd94dc2d0b976f18b8341901d490c5ea1c22d082e817a996beafe90729df3e

Observation 374037df-963f-49bd-86be-154a380a95b3 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:40.668326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:40.668326Z digest=sha256:7facfee5e9dde40038c3c06d541261e8190ae3e4eac8f67bfe8d3d833daa3897

Observation c7c9ef75-c70d-4277-9053-40485b179b10 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 13

Resolution
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no resolver link, observed 2026-08-07T14:14:40.778754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:40.778754Z digest=sha256:1c6e403f49bb2c9913d074b5a9184fc1f57cc01ca4fde1f0b8fb98d2d5bd84e0

Observation 629b4295-c833-44d1-8515-18bd6e6a6d6b · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 14

Resolution
verified exact
raw_fallback, observed 2026-08-07T14:14:44.665547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:40.880680Z digest=sha256:41cab9f29779262ecc8ed9fcb73e6627a9ed26201200adcc1122c0d9e5ab9d16

Observation d32edb86-7f8e-4e9a-b17d-b731c59f2476 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 15

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unresolved
no resolver link, observed 2026-08-07T14:14:40.986828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:40.986828Z digest=sha256:ff886119447c9221b642dedb55861f6871bcc8d3a923b1125568f631d42e057a

Observation bf11f12d-0bc7-4a82-a8e5-cee0ae439649 · outbound

This paper cites Towards Reasoning in Large Language Models: A Survey.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Towards Reasoning in Large Language Models: A Survey

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:41.052277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:41.052277Z digest=sha256:0e7275e1d7a55e107e805ad07efb6f2ca22b13491c11f7cb8bda4d7eea205927

Observation cac5073f-ee11-4dad-827a-e83088130bb5 · outbound

This paper cites GPT-4o System Card.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models GPT-4o System Card

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:41.164924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:41.164924Z digest=sha256:2f82ebd90d17a3262c32aa5d521af654b8805a32d53848d8bf6bd7b872c04ea0

Observation 28402bf3-aadc-4073-92d0-036bd24eac39 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:14:46.599800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:41.256678Z digest=sha256:4818e79f74d748541a01b63a0cbf64984e32d726493962e1fb30f49802e090df

Observation 5ae541c5-978f-4f60-86a9-5c6dcf8914a0 · outbound

This paper cites Being Right for Whose Right Reasons?.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Being Right for Whose Right Reasons?

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:14:44.310521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:41.339790Z digest=sha256:d4edfce7798c18c228d929744d8d78e482156c91dfef445e9807df828707a4d8

Observation 3f28c46c-7a7f-4c92-bc1c-d49873d9fbb3 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 20

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unresolved
raw_fallback, observed 2026-08-07T14:14:46.425754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:41.429774Z digest=sha256:aa6c87fb9034170e9289b0fb17c8e51a7c58cfe4b9ee2bb1b874eee44b6df207

Observation 524fe199-0637-4eba-a380-6e48f1f747b9 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:14:46.290938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:41.542504Z digest=sha256:1dd62e7ff4c0d3fb1aaddb5cc1168df95de1f70da49aca135624fd983b741e55

Observation a5f97186-2b18-42a9-a1e1-97c745831be9 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 22

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unresolved
no resolver link, observed 2026-08-07T14:14:41.587048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:41.587048Z digest=sha256:0b2870d059d59f611983f77eca2498211aabffcbd5c728ad4a9fc85f969d5553

Observation ba335aee-383a-4ce1-936b-58a25292550b · outbound

This paper cites The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth

Reference 23

Resolution
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no resolver link, observed 2026-08-07T14:14:41.622976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:41.622976Z digest=sha256:98151bbe92fcd387b20c8c21838abe383d139b507ff7a40e8787416bb478dc27

Observation 625f57c4-117e-443f-b790-4666fbf098fe · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:41.710915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:41.710915Z digest=sha256:f66ebdc8f97efef8ca077577d3cfd4b058b6d1b64398cbcfed1048ba091d4119

Observation c31ab60a-f65e-46a3-be41-eaae5cc4daba · outbound

This paper cites DeepSeek-V3 Technical Report.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models DeepSeek-V3 Technical Report

Reference 25

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unresolved
no resolver link, observed 2026-08-07T14:14:41.793597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:41.793597Z digest=sha256:9045fa9014290a04615a6184814cfb93b72258feaeb670039180088290133322

Observation 02eb074a-6dd5-4a6a-a5ff-85843ad5a5c3 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 26

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unresolved
no resolver link, observed 2026-08-07T14:14:41.893467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:41.893467Z digest=sha256:b29fbdfc140065e7fe583ac222bc76ea5643883d00ab9812b9f731e168db8ea4

Observation be86c347-b039-4355-91fd-c498752507b6 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:41.943697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:41.943697Z digest=sha256:8497f8c0241c9af1a142af1762c6e386dfc81e5db8a08116bbae61ba262316c0

Observation 16648e39-47c9-45ac-a47d-d0ac6995bd87 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:42.035502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:42.035502Z digest=sha256:c2aac717dc02120a386ed4da3f70809345f97914e21548121199d2fa68f4ad2e

Observation 434b4d44-ca10-4b01-9ca5-3f4508ed741d · outbound

This paper cites Fair is Better than Sensational:Man is to Doctor as Woman is to Doctor.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Fair is Better than Sensational:Man is to Doctor as Woman is to Doctor

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:42.096274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:42.096274Z digest=sha256:f60b0c8ae5aeea94b75a05d64c30a6394e04df13e57dffb3e60b0684c2ad93a3

Observation 2db159dd-026d-4d81-9a6a-655fe72c29cd · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 30

Resolution
verified exact
doi, observed 2026-08-07T14:14:43.572192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:42.170699Z digest=sha256:c2185e1640d341aa7c99bdbcebdc94a7cb5b53589b595b8b7a995e034cd4189f

Observation 102e60b1-d370-4b6a-bbe7-8495117b898c · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:14:46.136780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:42.235732Z digest=sha256:23928a7f10e9070a25e3430ea88bc715f2b997a1b680673aabb7b18bfdd488ea

Observation f9c6ba65-d21c-4453-b7d1-0ecf30234f05 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:42.296450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:42.296450Z digest=sha256:787b3a9b20d60a3af9b2b7cd2d09917fdb13b2b02399ecf6952a0f7f5e31b3c3

Observation c598e047-f0b6-45c8-991e-de0514d66bc2 · outbound

This paper cites Whose Side Are You On? Investigating the Political Stance of Large Language Models.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Whose Side Are You On? Investigating the Political Stance of Large Language Models

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:14:43.884521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:42.424725Z digest=sha256:ff335cd37d342bb406789d0b3e0e676baf957fdfdf0bddb585218156aebcce35

Observation b197aab4-7856-43b2-8aa9-a71d546846ba · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:14:46.014110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:42.474449Z digest=sha256:8ee3c38d397449a7ec2b7318dbe401d78d87ed0cfed292e25f121e60c46be467

Observation d6aa4871-6f59-43f3-b722-99e132def359 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:14:45.837896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:42.572367Z digest=sha256:493ff687e56e5e18f89f6064e1c05a0e4461edd73c1e7220776a6e0179807ced

Observation 60ebaded-c996-4171-86f7-27cdd751c592 · outbound

This paper cites Assessing Political Bias in Large Language Models.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Assessing Political Bias in Large Language Models

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:42.632611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:42.632611Z digest=sha256:f42f9766094bbc1c4a23611aec92a0848edb5dddd1fe927fe75c4eb6e0644270

Observation 2aa906eb-6480-435f-b748-70791118b8fd · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 37

Resolution
verified exact
doi, observed 2026-08-07T14:14:43.479685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:42.698018Z digest=sha256:98fa56beb5b995f18677443448a1042b1fa600a735dbffae021b483746a8ef77

Observation 20dff1ef-d091-44d2-923a-36f27b148901 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:42.772560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:42.772560Z digest=sha256:93a0f018ecc79dbf753e8252e20d744eba3e4daec18269d34b7d38e362c4f328

Observation e07a7f25-29b5-410f-9e15-dbdc82b390e5 · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:42.867942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:42.867942Z digest=sha256:14e7348f5537c8dc55a3c4123cf35aad19461f5bd886436f1488695c9a782ec9

Observation 9a3ac6b6-c80f-4153-86d6-5abae9cd57e6 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:14:45.700064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:42.956369Z digest=sha256:a6d76b670d88d16527841c516edd52ffcf4eb162ad0b400b6bca3502fc0c5db0

Observation 64987cb2-d53e-4bb5-a7dc-b65f48d92a1c · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:43.023388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:43.023388Z digest=sha256:f5f954fc5d3dd267422a0eb7185cab1ab6719dab9beaca2affb161f5591a6bcf

Observation 39cccec5-5521-418e-8261-9710043f9109 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:14:45.557390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:43.125447Z digest=sha256:ffb7226dc47c3ca702954a7cea4209e1815cf5172645e90668daeb17c72f43ae

Observation 043a7dfb-0def-48bc-bdac-7867352adc59 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:14:45.368114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-07T14:14:43.201980Z digest=sha256:932b4424abff563deb7bd8fc51c47064b858736c593f59b1c62e714cdbe8285b

Observation 0942de4d-4386-442d-8f7c-3c9a254b51c5 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:43.249350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:43.249350Z digest=sha256:9cbf8b15a53c56d9cc9ff5e704895eee793885337bfa6fba0dd7e134db6f7441

Observation 953677cd-8da1-4e59-ad89-b3eb6f968928 · outbound

This paper cites an unresolved cited work.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:43.308552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:43.308552Z digest=sha256:a393f52c472d8f73111207775553f355125fae81411a164bd6055fd764fd2e18

Observation 73f2e58b-8b03-4229-b5c9-fa9cfb0e939a · outbound

This paper cites Qwen2.5 Technical Report.

Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models Qwen2.5 Technical Report

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:43.373709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:14:43.373709Z digest=sha256:3426405592a1061e83c2416bddea2dd812c4a6833c5d6622061c38c5806e4bd4

Pith citing papers

No inbound Pith citation observations are available.