Paper Citation Record · LEDGER

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces

As of 19 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2608.03401.

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

pith.paper-citation-record.v1
2608.03401 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:54:57.709810Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

39 of 39 outbound references displayed

verified exact4
verified fuzzy3
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 92641dc7-739a-4599-b6d1-071a1a3108c5 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.520782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ee880ee-cb2f-464b-8a83-aa39e7f6f6f7 · outbound

This paper cites Large language models are zero-shot reasoners.Advances in neural information processing systems, 35:22199–22213, 2022.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Large language models are zero-shot reasoners.Advances in neural information processing systems, 35:22199–22213, 2022

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.525855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fd67a53-3624-48be-ace6-fc7430c99d05 · outbound

This paper cites OpenAI o1 System Card.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces OpenAI o1 System Card

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.530582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c2a21f9-0582-4600-bfec-c6a17c97a042 · outbound

This paper cites DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning.Nature, 645(8081):633–638, 2025.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning.Nature, 645(8081):633–638, 2025

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.535245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2383471f-f178-423e-96d3-73a14a372d4a · outbound

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

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.548637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d43ff10-ee0a-4cc5-a7d5-2cc07bf25182 · outbound

This paper cites s1: Simple test-time scaling.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces s1: Simple test-time scaling

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.554009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce656fa3-8228-49c2-b196-a90e38e692d1 · outbound

This paper cites Reasoning over mathematical objects: on-policy reward modeling and test time aggregation.arXiv preprint arXiv:2603.18886, 2026.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Reasoning over mathematical objects: on-policy reward modeling and test time aggregation.arXiv preprint arXiv:2603.18886, 2026

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.558919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a675195-a9c3-4bfa-8706-4d2e110c841f · outbound

This paper cites Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.563430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a81c8cae-96db-46bb-a70f-c33ec72f4a7b · outbound

This paper cites The relationship between reasoning and performance in large language models--o3 (mini) thinks harder, not longer.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces The relationship between reasoning and performance in large language models--o3 (mini) thinks harder, not longer

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.568104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3b647d3-6289-417b-a44f-dade89ba92be · outbound

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

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.572709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa820d98-7913-4f0f-9047-9996b4e1b5b4 · outbound

This paper cites Stop when enough: Adaptive early-stopping for chain-of-thought reasoning.arXiv preprint arXiv:2510.10103, 2025.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Stop when enough: Adaptive early-stopping for chain-of-thought reasoning.arXiv preprint arXiv:2510.10103, 2025

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.577012Z

Source-reported events for the cited work

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Observation 824dc38e-7443-462e-8f1c-58fa739b8c3e · outbound

This paper cites An analysis of time-dependent planning.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces An analysis of time-dependent planning

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:54:58.532238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2afde66-0238-4cff-8689-69a2b70a6bbe · outbound

This paper cites Using anytime algorithms in intelligent systems.AI Magazine, 17(3):73–83, 1996.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Using anytime algorithms in intelligent systems.AI Magazine, 17(3):73–83, 1996

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:54:58.518240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 005d7309-4229-40c0-8d5f-71bd1224fd3d · outbound

This paper cites Russell and Eric H.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Russell and Eric H

Reference 15

Resolution: verified exact; doi, observed 2026-08-15T14:54:57.789108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7f16c520-4e5c-497b-b9e4-f288b3955cf4 · outbound

This paper cites L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.595634Z

Source-reported events for the cited work

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Observation 43d16131-21c0-4c11-bd75-a5c1544c5d07 · outbound

This paper cites Token-budget-aware LLM reasoning.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Token-budget-aware LLM reasoning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.600606Z

Source-reported events for the cited work

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Observation 67ba498a-ad94-423a-8b68-44c964b33b0e · outbound

This paper cites Training language models to reason efficiently.arXiv preprint arXiv:2502.04463, 2025.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Training language models to reason efficiently.arXiv preprint arXiv:2502.04463, 2025

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.605630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d1b3763-41a4-4eb8-8b75-00431a292bc9 · outbound

This paper cites Steering LLM Thinking with Budget Guidance.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Steering LLM Thinking with Budget Guidance

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.620132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 268b03b5-82a6-4329-8dab-329dc0e3e2cf · outbound

This paper cites An empirical study of LLM reasoning ability under strict output length constraint.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces An empirical study of LLM reasoning ability under strict output length constraint

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.624637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0d6ed03-fff1-4e05-8fb1-f1364426e827 · outbound

This paper cites BudgetThinker: Empowering Budget-aware LLM Reasoning with Control Tokens.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces BudgetThinker: Empowering Budget-aware LLM Reasoning with Control Tokens

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.629195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17c482ae-480b-4e5c-8be7-f8b10d88c9ac · outbound

This paper cites The Benefits of a Concise Chain of Thought on Problem-Solving in Large Language Models.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces The Benefits of a Concise Chain of Thought on Problem-Solving in Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.634129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c95076f-eec1-45f9-8765-55568b5e2235 · outbound

This paper cites Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.638901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d8124ee-6aae-468d-aa3d-71e649abdf89 · outbound

This paper cites Chain of Draft: Thinking Faster by Writing Less.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Chain of Draft: Thinking Faster by Writing Less

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.643806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f46c7d4a-21b2-4dbe-81f7-32f459e3b274 · outbound

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

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.648570Z

Source-reported events for the cited work

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Observation b11b80b7-6de1-4b7f-8738-d74b209c2769 · outbound

This paper cites How Inference Compute Shapes Frontier LLM Evaluation.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces How Inference Compute Shapes Frontier LLM Evaluation

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:54:58.090186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 68b076d0-ddf9-4700-a947-1fa501372c3c · outbound

This paper cites Probing the trajectories of reasoning traces in large language models.arXiv preprint arXiv:2601.23163, 2026.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Probing the trajectories of reasoning traces in large language models.arXiv preprint arXiv:2601.23163, 2026

Reference 28

Resolution: verified exact; raw_fallback, observed 2026-08-15T14:54:58.070990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7d654e80-0011-4ebf-b6f9-9f6020ce5d6a · outbound

This paper cites Large Language Models Decide Early and Explain Later.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Large Language Models Decide Early and Explain Later

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.662009Z

Source-reported events for the cited work

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Observation f92a8373-fda2-44d6-879a-f6ff3ff2fb6f · outbound

This paper cites Are Large Reasoning Models Interruptible?.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Are Large Reasoning Models Interruptible?

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:54:57.978821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c52aea3d-2259-4c2b-8e52-0a3df8366ab9 · outbound

This paper cites an unresolved cited work.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:54:58.503586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 66099167-8a59-42ff-9257-9d2276bb4657 · outbound

This paper cites MMLU-Pro: A more robust and challenging multi-task language un- derstanding benchmark.Advances in Neural Information Processing Systems, 37:95266–95290, 2024.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces MMLU-Pro: A more robust and challenging multi-task language un- derstanding benchmark.Advances in Neural Information Processing Systems, 37:95266–95290, 2024

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.675459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d48652b6-c996-4849-994e-5362b8a6c3fe · outbound

This paper cites Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.680612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffca41ce-6e00-48f4-b10b-05f09316c281 · outbound

This paper cites Benchmarks saturate when the model gets smarter than the judge.arXiv preprint arXiv:2601.19532, 2026.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Benchmarks saturate when the model gets smarter than the judge.arXiv preprint arXiv:2601.19532, 2026

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.685592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1266c92c-7807-453c-9ab7-9c8b4a09a93a · outbound

This paper cites Qwen3 Technical Report.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Qwen3 Technical Report

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.690130Z

Source-reported events for the cited work

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Observation 37f7506a-61ec-4cd2-ac82-ceb2c809e0dd · outbound

This paper cites Qwen3 thinking budget.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Qwen3 thinking budget

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:54:58.489510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eaff9bf9-80bd-42e9-be0c-7b30fb728f09 · outbound

This paper cites Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.699994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21b92984-2e1c-4a76-b5d8-264744cd8815 · outbound

This paper cites Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.705072Z

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Observation 30b791ab-2ecf-44c6-a22a-f236715f4969 · outbound

This paper cites Finished.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Finished

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.709810Z

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Unavailable: canonical work link unavailable.

Observation 06ff5807-5bce-4b8c-af34-84b8812b74db · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.544427Z

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Unavailable: canonical work link unavailable.

Observation 6c19270b-111f-4bf0-a278-e86cbb30e579 · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces gpt-oss-120b & gpt-oss-20b Model Card

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-15T14:54:57.615077Z

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Pith citing papers

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