Paper Citation Record · LEDGER

Steering LLM Thinking with Budget Guidance

As of 10 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 8 inbound Pith citation observations for arXiv:2506.13752.

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

pith.paper-citation-record.v1
2506.13752 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:32:59.990493Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:54:16.991909Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T04:32:23.034131Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy6
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d7fe640b-42b8-411d-bdc0-b51357e689a6 · outbound

This paper cites Aime problems and solutions, n.d.

Steering LLM Thinking with Budget Guidance Aime problems and solutions, n.d

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:33:01.526434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6f64b54f-57e3-4815-b095-05d151f1c24a · outbound

This paper cites Amc 12 problems and solutions, n.d.

Steering LLM Thinking with Budget Guidance Amc 12 problems and solutions, n.d

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:33:01.391816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 193ef2e0-8f40-4d3f-b777-9e2eb8235d2d · outbound

This paper cites Devlin, M.-W.

Steering LLM Thinking with Budget Guidance Devlin, M.-W

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.797967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de623f39-3464-419e-bf4c-0d06125fa95e · outbound

This paper cites Dhariwal and A.

Steering LLM Thinking with Budget Guidance Dhariwal and A

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.803942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe6ee578-a638-433e-9c51-eabce210b62b · outbound

This paper cites Dugas, Y.

Steering LLM Thinking with Budget Guidance Dugas, Y

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:33:01.235065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e22cc08a-4c70-4d53-b2ba-36ca26517bb9 · outbound

This paper cites an unresolved cited work.

Steering LLM Thinking with Budget Guidance Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:33:01.053444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 982c1d2f-3289-479f-a2f6-fb56691cd119 · outbound

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

Steering LLM Thinking with Budget Guidance DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.824096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1117513-2ed3-462c-a131-c30dc59528d7 · outbound

This paper cites FOLIO: Natural Language Reasoning with First-Order Logic.

Steering LLM Thinking with Budget Guidance FOLIO: Natural Language Reasoning with First-Order Logic

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.829841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee06ff28-4fee-4bc0-866e-8c33a1f16f9f · outbound

This paper cites Token-Budget-Aware LLM Reasoning.

Steering LLM Thinking with Budget Guidance Token-Budget-Aware LLM Reasoning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.837388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dbbc0c5-fef4-400b-800e-8322233f1090 · outbound

This paper cites Training Large Language Models to Reason in a Continuous Latent Space.

Steering LLM Thinking with Budget Guidance Training Large Language Models to Reason in a Continuous Latent Space

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.843969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2943c6d-2def-4e64-8e39-89edce3328c8 · outbound

This paper cites OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems.

Steering LLM Thinking with Budget Guidance OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.849364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e71f508a-b561-48d1-8e25-6b918bc81434 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Steering LLM Thinking with Budget Guidance Measuring Mathematical Problem Solving With the MATH Dataset

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.855351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2d26656-3d9d-4749-95f1-9797b39ba210 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Steering LLM Thinking with Budget Guidance Classifier-Free Diffusion Guidance

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.861912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 911b8e02-9472-4e70-96ed-90079de92069 · outbound

This paper cites ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning.

Steering LLM Thinking with Budget Guidance ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.869170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05284d35-1ec7-4ba1-a7ce-003a8a9618f9 · outbound

This paper cites OpenAI o1 System Card.

Steering LLM Thinking with Budget Guidance OpenAI o1 System Card

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.876009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9ae6a8c-e721-4cd2-b227-b5efa6ce16d1 · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

Steering LLM Thinking with Budget Guidance LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.883157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47cb8b99-4646-4659-9952-64100bb9c7de · outbound

This paper cites an unresolved cited work.

Steering LLM Thinking with Budget Guidance Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:33:00.888171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aa443eaf-88bd-407f-bb31-87a7ca2390ff · outbound

This paper cites Lightman, V.

Steering LLM Thinking with Budget Guidance Lightman, V

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.895838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef5c8173-da47-4bf9-8fc0-a9e6b69356dd · outbound

This paper cites Reasoning Models Can Be Effective Without Thinking.

Steering LLM Thinking with Budget Guidance Reasoning Models Can Be Effective Without Thinking

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.902163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae4404fe-287e-457a-a27f-f21b2b4ef8dc · outbound

This paper cites s1: Simple test-time scaling.

Steering LLM Thinking with Budget Guidance s1: Simple test-time scaling

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.908153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb07b53-14a9-4318-9d0b-f8531a62267a · outbound

This paper cites Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!.

Steering LLM Thinking with Budget Guidance Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.913605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 653920c4-89aa-4f88-8ce9-8c2badafd2d6 · outbound

This paper cites an unresolved cited work.

Steering LLM Thinking with Budget Guidance Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:33:00.782167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9a04409e-10c3-4495-b568-ad4aff13a3c8 · outbound

This paper cites Efficient Guided Generation for Large Language Models.

Steering LLM Thinking with Budget Guidance Efficient Guided Generation for Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.925147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe01446d-fcc4-4053-9109-5a4d40b10309 · outbound

This paper cites an unresolved cited work.

Steering LLM Thinking with Budget Guidance Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:33:00.744912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 89cd5a4f-355a-46c8-8a94-8444d7ec5973 · outbound

This paper cites Qwen2 Technical Report.

Steering LLM Thinking with Budget Guidance Qwen2 Technical Report

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.940436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2964ffbe-6e78-424e-af49-78944657b0d1 · outbound

This paper cites Qwen2.5 Technical Report.

Steering LLM Thinking with Budget Guidance Qwen2.5 Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.945672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9c3b7e9-b0aa-499f-8b3b-eef60faac2c4 · outbound

This paper cites Z1: Efficient Test-time Scaling with Code.

Steering LLM Thinking with Budget Guidance Z1: Efficient Test-time Scaling with Code

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:59.953198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e7e7aff-be12-4fc4-a0a4-03363330d034 · outbound

This paper cites an unresolved cited work.

Steering LLM Thinking with Budget Guidance Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:33:00.709313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a3c5dea4-7c13-41d0-ac49-477f43c57f47 · outbound

This paper cites Group 2: 101.

Steering LLM Thinking with Budget Guidance Group 2: 101

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:33:00.674959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 283c1b88-316d-4fce-ae86-e0132cad5119 · outbound

This paper cites an unresolved cited work.

Steering LLM Thinking with Budget Guidance Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:33:00.485089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 197f4339-d44f-47aa-a524-e9fa7e466b35 · outbound

This paper cites Converting each group:- 010 is 2 - 101 is 5 - 001 is 1 - 110 is 6So, 2516.

Steering LLM Thinking with Budget Guidance Converting each group:- 010 is 2 - 101 is 5 - 001 is 1 - 110 is 6So, 2516

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:33:00.462201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e3b73ba6-7551-492b-bda7-2848f85b4a9a · outbound

This paper cites Hmm, seems correct.Just to be thorough, maybe I should convert the original binary number to decimal first and then to octal, to see if I get the same result.

Steering LLM Thinking with Budget Guidance Hmm, seems correct.Just to be thorough, maybe I should convert the original binary number to decimal first and then to octal, to see if I get the same result

Reference 110

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:33:00.506639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation 4fa7ffbf-94a8-42f9-acc6-ca513a5a4233 · inbound

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey cites this paper.

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey Steering LLM Thinking with Budget Guidance

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-06T17:54:16.991909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b16991c-8e69-4564-a6ee-1b923cd49c90 · inbound

Base Models Know How to Reason, Thinking Models Learn When cites this paper.

Base Models Know How to Reason, Thinking Models Learn When Steering LLM Thinking with Budget Guidance

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T11:02:19.357455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb6680b5-76af-434a-b694-471f615dd91a · inbound

Are Large Reasoning Models Interruptible? cites this paper.

Are Large Reasoning Models Interruptible? Steering LLM Thinking with Budget Guidance

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T10:07:52.262724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b854833f-c059-4cf7-9c70-474c3b447b35 · inbound

DiffAdapt: Difficulty-Adaptive Reasoning for Token-Efficient LLM Inference cites this paper.

DiffAdapt: Difficulty-Adaptive Reasoning for Token-Efficient LLM Inference Steering LLM Thinking with Budget Guidance

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-18T04:32:23.037436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 67313d49-0389-4646-a396-9575b30f074c · inbound

Efficient Reasoning on the Edge cites this paper.

Efficient Reasoning on the Edge Steering LLM Thinking with Budget Guidance

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-13T23:28:12.790404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e13e34b9-795e-427f-a138-2d23a0f193eb · inbound

When Less is Enough: Efficient Inference via Collaborative Reasoning cites this paper.

When Less is Enough: Efficient Inference via Collaborative Reasoning Steering LLM Thinking with Budget Guidance

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:41:43.149541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 66b4f9a3-75f5-4d96-a564-08ef67c349f0 · inbound

FlowCompile: An Optimizing Compiler for Structured LLM Workflows cites this paper.

FlowCompile: An Optimizing Compiler for Structured LLM Workflows Steering LLM Thinking with Budget Guidance

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T19:49:26.041990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 042889fd-755d-475b-87ea-7df922a6101b · inbound

OS-Pruner: Pruning Chains-of-Thought of Reasoning Models via Optimal Stopping cites this paper.

OS-Pruner: Pruning Chains-of-Thought of Reasoning Models via Optimal Stopping Steering LLM Thinking with Budget Guidance

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T07:09:11.486851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.