Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:40:21.293783Z
Paper Citation Record · LEDGER
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design
As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 4 inbound Pith citation observations for arXiv:2506.04734.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T15:11:01.098018Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T00:37:30.057781Z
Reference resolution
27 of 27 outbound references displayed
- verified exact0
- verified fuzzy2
- unresolved25
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 93e5aa76-e052-4186-a6a1-016edddee5f7 · outbound
This paper cites URL: " 'urlintro :=.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design URL: " 'urlintro :=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.187953Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0aea2eb8-f339-43ac-968c-e8a0a1a916f7 · outbound
This paper cites write newline.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.192611Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d14d2a2f-90d1-403d-bb5a-40f9aa05dff3 · outbound
This paper cites an unresolved cited work.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.196611Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c78a2b3-d431-4ac3-be92-04259637c08b · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.200568Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e30e4af1-c5f3-404e-8b79-36ee726059e9 · outbound
This paper cites an unresolved cited work.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.204495Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 207422f9-c467-4901-808b-8d8f0e8184db · outbound
This paper cites an unresolved cited work.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:40:21.790106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c4faad56-4c78-4937-9050-740d21861537 · outbound
This paper cites Enhancing LLM Reasoning with Reward-guided Tree Search.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Enhancing LLM Reasoning with Reward-guided Tree Search
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.212589Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1f460c9-1982-4271-861b-ed63d2f6509f · outbound
This paper cites Skywork Open Reasoner 1 Technical Report.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Skywork Open Reasoner 1 Technical Report
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.217181Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e1525ba-a8af-4eb0-ac40-b220d91bcc45 · outbound
This paper cites an unresolved cited work.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:40:21.779853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e4ed42d1-87b4-49b7-9fcd-838d977397fd · outbound
This paper cites Gonzalez, Hao Zhang, and Ion Stoica.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Gonzalez, Hao Zhang, and Ion Stoica
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:40:21.768787Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 633dca67-86d1-4ef5-97eb-77cf53e6763f · outbound
This paper cites an unresolved cited work.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:40:21.758075Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1ec58f89-37d7-4660-9334-cb096f461ccb · outbound
This paper cites Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Li Erran Li, Raluca Ada Popa, and Ion Stoica.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Li Erran Li, Raluca Ada Popa, and Ion Stoica
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:40:21.746468Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 56f14c46-ce4d-4ba7-9b26-36007462e44b · outbound
This paper cites s1: Simple test-time scaling.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design s1: Simple test-time scaling
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.240004Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7091f425-e92f-4304-8bcf-5a352910d319 · outbound
This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design GPQA: A Graduate-Level Google-Proof Q&A Benchmark
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.243748Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ab3d7bd-42cd-4049-b12b-0f1653a00a03 · outbound
This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design HybridFlow: A Flexible and Efficient RLHF Framework
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.247516Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44b8fd6d-23aa-4b28-acf4-eefca1627315 · outbound
This paper cites an unresolved cited work.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Unresolved cited work
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.252376Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 642dcc0d-595f-4725-b5fa-f50f50091b8d · outbound
This paper cites TinyR1-32B-Preview: Boosting Accuracy with Branch-Merge Distillation.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design TinyR1-32B-Preview: Boosting Accuracy with Branch-Merge Distillation
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.255991Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ac74286-b239-48ad-9fde-8895fa703a9d · outbound
This paper cites an unresolved cited work.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:40:21.734412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1bd5de37-dbf8-43da-98c0-6adc45c129dc · outbound
This paper cites an unresolved cited work.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:40:21.722445Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 02003795-fa89-485a-bf63-e2e735121277 · outbound
This paper cites an unresolved cited work.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:40:21.710311Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9905fcc8-a52a-4efb-b612-bdbe4ddc3162 · outbound
This paper cites an unresolved cited work.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:40:21.697986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f2f2f3e6-d44b-434b-a3f5-e9c484f7d65b · outbound
This paper cites Qwen2.5 Technical Report.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Qwen2.5 Technical Report
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.274849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57cff396-0aa3-4d1f-9d87-6afdf77612ff · outbound
This paper cites an unresolved cited work.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:40:21.686616Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1011a216-f9b9-44d7-82e7-e1e7517223a6 · outbound
This paper cites Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.281904Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64c30dce-164b-4b48-b3a2-6a952b8e919c · outbound
This paper cites an unresolved cited work.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.286592Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e0ed99d-13c4-4369-887d-76a0cdcaeaec · outbound
This paper cites Large Language Models Are Not Robust Multiple Choice Selectors.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Large Language Models Are Not Robust Multiple Choice Selectors
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:40:21.290148Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fc4e1f0-f74e-404f-b52d-36fc309ac230 · outbound
This paper cites an unresolved cited work.
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:40:21.673753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Pith citing papers
Observation 44e1318f-0f0b-46b5-bb75-388e5988b042 · inbound
Uncertainty Under the Curve: A Sequence-Level Entropy Area Metric for Reasoning LLM cites this paper.
Uncertainty Under the Curve: A Sequence-Level Entropy Area Metric for Reasoning LLM Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:11:01.098018Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5726e913-1696-49cf-b4ad-24ae9c2b52b3 · inbound
Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards cites this paper.
Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T14:26:28.425264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a2e3796e-ce42-4192-833c-d1c580d847f3 · inbound
Evaluating LLMs When They Do Not Know the Answer: Statistical Evaluation of Mathematical Reasoning via Comparative Signals cites this paper.
Evaluating LLMs When They Do Not Know the Answer: Statistical Evaluation of Mathematical Reasoning via Comparative Signals Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T05:16:27.825446Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7dbac93f-8db4-46c9-901f-832487de192a · inbound
The Hidden Bias of Process Reward Models:PRISM for Rewarding the Right Reasoning cites this paper.
The Hidden Bias of Process Reward Models:PRISM for Rewarding the Right Reasoning Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T00:37:30.059347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.