Paper Citation Record · LEDGER

The Impact of Reasoning Step Length on Large Language Models

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 32 inbound Pith citation observations for arXiv:2401.04925.

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

pith.paper-citation-record.v1
2401.04925 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 32 of 32 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:02:43.174147Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T22:06:16.140793Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 3e082394-610d-437c-b61f-eed8904a0b7b · inbound

Reducing Reasoning Costs: The Path of Optimization for Chain of Thought via Sparse Attention Mechanism cites this paper.

Reducing Reasoning Costs: The Path of Optimization for Chain of Thought via Sparse Attention Mechanism The Impact of Reasoning Step Length on Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T21:07:14.067573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ac934fb-3d04-40f6-91a5-53573afec9ee · inbound

PSPO*: An Effective Process-supervised Policy Optimization for Reasoning Alignment cites this paper.

PSPO*: An Effective Process-supervised Policy Optimization for Reasoning Alignment The Impact of Reasoning Step Length on Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T18:20:13.912332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a7934fd-cbe2-4a51-9c7d-ac657e7c43b0 · inbound

Chain-of-Thought in Large Language Models: Decoding, Projection, and Activation cites this paper.

Chain-of-Thought in Large Language Models: Decoding, Projection, and Activation The Impact of Reasoning Step Length on Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T21:59:01.351487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42669fb0-66f8-4957-b239-7eabd02b3fa1 · inbound

Steps are all you need: Rethinking STEM Education with Prompt Engineering cites this paper.

Steps are all you need: Rethinking STEM Education with Prompt Engineering The Impact of Reasoning Step Length on Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T21:05:20.565149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a09853e-506e-472a-aa46-415aa446580b · inbound

C3oT: Generating Shorter Chain-of-Thought without Compromising Effectiveness cites this paper.

C3oT: Generating Shorter Chain-of-Thought without Compromising Effectiveness The Impact of Reasoning Step Length on Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T14:47:03.901304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d37e4fe-4860-4420-90d2-9b35f06f2d5f · inbound

System-2 Mathematical Reasoning via Enriched Instruction Tuning cites this paper.

System-2 Mathematical Reasoning via Enriched Instruction Tuning The Impact of Reasoning Step Length on Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.036537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f076219-987c-4305-ba27-3bbc45385cb6 · inbound

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory cites this paper.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory The Impact of Reasoning Step Length on Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T20:44:16.935801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e9b65b5-40ce-4d6e-bbf6-3c801369c065 · inbound

Code Benchmarks Should Prioritize Rigor, Reliability, and Reproducibility cites this paper.

Code Benchmarks Should Prioritize Rigor, Reliability, and Reproducibility The Impact of Reasoning Step Length on Large Language Models

Reference 1442

Resolution: unresolved; no resolver link, observed 2026-08-10T19:04:25.931274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09901895-e362-4a53-adb2-f87bde17d455 · inbound

Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning cites this paper.

Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning The Impact of Reasoning Step Length on Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T20:51:16.689289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f2c60d2-4434-494c-a269-c1774d48298a · inbound

Level-Navi Agent: A Framework and benchmark for Chinese Web Search Agents cites this paper.

Level-Navi Agent: A Framework and benchmark for Chinese Web Search Agents The Impact of Reasoning Step Length on Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:48.446019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f39bf3b6-f4ac-47a1-9951-e34d974c74af · inbound

From System 1 to System 2: A Survey of Reasoning Large Language Models cites this paper.

From System 1 to System 2: A Survey of Reasoning Large Language Models The Impact of Reasoning Step Length on Large Language Models

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:36:24.593530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e000c368-a752-430a-bbb8-9b4f1685e435 · inbound

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models cites this paper.

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models The Impact of Reasoning Step Length on Large Language Models

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-05-14T01:29:56.755718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9b7fc6de-5741-40cb-88a3-afe9374e881b · inbound

Generative AI Act II: Test Time Scaling Drives Cognition Engineering cites this paper.

Generative AI Act II: Test Time Scaling Drives Cognition Engineering The Impact of Reasoning Step Length on Large Language Models

Reference 143

Resolution: unresolved; no resolver link, observed 2026-08-16T12:02:43.174147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bd32e47-650f-4abb-a968-448afe3fc545 · inbound

SplitReason: Learning To Offload Reasoning cites this paper.

SplitReason: Learning To Offload Reasoning The Impact of Reasoning Step Length on Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T11:10:15.302651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71d6e80b-55a2-4caa-89bd-775efcae40a3 · inbound

Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs cites this paper.

Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs The Impact of Reasoning Step Length on Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T04:55:02.773200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a969319-8f2c-4325-9f57-8bbdac892614 · inbound

Not All Thoughts are Generated Equal: Efficient LLM Reasoning via Multi-Turn Reinforcement Learning cites this paper.

Not All Thoughts are Generated Equal: Efficient LLM Reasoning via Multi-Turn Reinforcement Learning The Impact of Reasoning Step Length on Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:52:27.664401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8bfe22a-26d3-4d09-a77b-4fa1030fd3f5 · inbound

RBF++: Quantifying and Optimizing Reasoning Boundaries across Measurable and Unmeasurable Capabilities for Chain-of-Thought Reasoning cites this paper.

RBF++: Quantifying and Optimizing Reasoning Boundaries across Measurable and Unmeasurable Capabilities for Chain-of-Thought Reasoning The Impact of Reasoning Step Length on Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:21.430667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86972091-2c53-47a7-b7de-4f1e2bc0db7b · inbound

CoIn: Counting the Invisible Reasoning Tokens in Commercial Opaque LLM APIs cites this paper.

CoIn: Counting the Invisible Reasoning Tokens in Commercial Opaque LLM APIs The Impact of Reasoning Step Length on Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T20:15:53.725373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3fa983d-3fd1-4f6a-b574-b59d37bb6bd8 · inbound

Structured Agent Distillation for Large Language Model cites this paper.

Structured Agent Distillation for Large Language Model The Impact of Reasoning Step Length on Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T20:16:19.444720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a35277b-64d7-4fe1-9989-236a8777101d · inbound

ARB: A Comprehensive Arabic Multimodal Reasoning Benchmark cites this paper.

ARB: A Comprehensive Arabic Multimodal Reasoning Benchmark The Impact of Reasoning Step Length on Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:24.723010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b5d2bbe-8e6a-4cff-85f2-8db749303448 · inbound

Enhancing LLMs' Reasoning-Intensive Multimedia Search Capabilities through Fine-Tuning and Reinforcement Learning cites this paper.

Enhancing LLMs' Reasoning-Intensive Multimedia Search Capabilities through Fine-Tuning and Reinforcement Learning The Impact of Reasoning Step Length on Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:49.887553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9bb9319-88cc-4637-8039-8780c4cb8c56 · inbound

Reasoning Can Hurt the Inductive Abilities of Large Language Models cites this paper.

Reasoning Can Hurt the Inductive Abilities of Large Language Models The Impact of Reasoning Step Length on Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T12:36:16.046121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dcc2852-3a6e-49bf-82cc-ffd3dcd0bcc4 · inbound

Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning cites this paper.

Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning The Impact of Reasoning Step Length on Large Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T11:16:59.137930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92df2013-73cf-49b2-9f3d-d74aea305a97 · inbound

Reasoning or Overthinking: Evaluating Large Language Models on Financial Sentiment Analysis cites this paper.

Reasoning or Overthinking: Evaluating Large Language Models on Financial Sentiment Analysis The Impact of Reasoning Step Length on Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:54.722718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f08d32ef-1eaf-4d0c-8735-f98ab106f7d1 · inbound

Overclocking LLM Reasoning: Monitoring and Controlling Thinking Path Lengths in LLMs cites this paper.

Overclocking LLM Reasoning: Monitoring and Controlling Thinking Path Lengths in LLMs The Impact of Reasoning Step Length on Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:05.901186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3750dc38-2bfd-4a39-a36a-020960dc4387 · inbound

ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization cites this paper.

ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization The Impact of Reasoning Step Length on Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:02.102954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a645a67e-703c-4677-90bd-4304def4d914 · inbound

Intelligent Assistants for the Semiconductor Failure Analysis with LLM-Based Planning Agents cites this paper.

Intelligent Assistants for the Semiconductor Failure Analysis with LLM-Based Planning Agents The Impact of Reasoning Step Length on Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T23:56:29.986682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cb25bc9-63f5-4393-a4bc-dee21072b0d2 · inbound

Test-Time Scaling with Reflective Generative Model cites this paper.

Test-Time Scaling with Reflective Generative Model The Impact of Reasoning Step Length on Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T20:46:44.770899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73e17fc6-e8b1-41cd-9360-889355df89ce · 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 The Impact of Reasoning Step Length on Large Language Models

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-06T17:54:16.725850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b85ca0c7-8270-46df-aa62-eeeaeeac55b6 · inbound

R2-Router: A New Paradigm for LLM Routing with Reasoning cites this paper.

R2-Router: A New Paradigm for LLM Routing with Reasoning The Impact of Reasoning Step Length on Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T05:17:29.854230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad883f42-7a76-42b3-b2f1-7cd75d8952c4 · inbound

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost cites this paper.

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost The Impact of Reasoning Step Length on Large Language Models

Reference 174

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:06:09.748170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2b2e4778-f1ff-4a94-b746-e85bd693dab9 · inbound

Rethinking the Role of Positional Encoding: Sliding-Window Transformers without PE Remain Turing Complete cites this paper.

Rethinking the Role of Positional Encoding: Sliding-Window Transformers without PE Remain Turing Complete The Impact of Reasoning Step Length on Large Language Models

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T22:06:16.143480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.