Consilience for Verifier-Free Test-Time Scaling | Paper Citation Record

Observation 1b9e391d-bea0-4b5a-bf77-17e6b1d822d2 · outbound

This paper cites The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning.

Consilience for Verifier-Free Test-Time Scaling The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.386204Z

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Observation 04c38bda-0585-46bd-b873-d0e25f39e4e6 · outbound

This paper cites Math- arena: Evaluating llms on uncontaminated math competitions.Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmark, 2025.

Consilience for Verifier-Free Test-Time Scaling Math- arena: Evaluating llms on uncontaminated math competitions.Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmark, 2025

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.469921Z

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Observation a1097bb9-691a-421a-8234-c414b5ad1019 · outbound

This paper cites Graph of thoughts: Solving elaborate problems with large language models.Pro- ceedings of the AAAI Conference on Artificial Intelligence, 38(16):17682–17690, March 2024.

Consilience for Verifier-Free Test-Time Scaling Graph of thoughts: Solving elaborate problems with large language models.Pro- ceedings of the AAAI Conference on Artificial Intelligence, 38(16):17682–17690, March 2024

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.507958Z

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Observation 5d6c9c84-88d0-4825-9263-d7408a9102e9 · outbound

This paper cites Qwen3-Coder-Next Technical Report.

Consilience for Verifier-Free Test-Time Scaling Qwen3-Coder-Next Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.514538Z

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Observation 92a932d2-daa9-46a3-a5d7-947cb6bca7fc · outbound

This paper cites Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems.

Consilience for Verifier-Free Test-Time Scaling Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.521280Z

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Observation 8df6a4fe-2959-45f8-88c0-8c2b7e684c5d · outbound

This paper cites Universal Self-Consistency for Large Language Model Generation.

Consilience for Verifier-Free Test-Time Scaling Universal Self-Consistency for Large Language Model Generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.527816Z

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Observation d4d97ad1-9d5a-4ac8-a858-782884aed7fa · outbound

This paper cites Reasoning with Exploration: An Entropy Perspective.

Consilience for Verifier-Free Test-Time Scaling Reasoning with Exploration: An Entropy Perspective

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.537099Z

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Observation 6779355f-5352-4479-bf75-88c0e27be633 · outbound

This paper cites Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models.

Consilience for Verifier-Free Test-Time Scaling Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.546285Z

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Observation eae900af-e855-447e-b4de-ef6f9dd070a8 · outbound

This paper cites Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification.

Consilience for Verifier-Free Test-Time Scaling Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.555690Z

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Observation 31fe0e06-b1b3-4c09-98a5-153051e247ea · outbound

This paper cites Multiple choice questions: Reasoning makes large language models (llms) more self-confident, specially when they are wrong.IEEE Intelligent Systems, page 1–10, 2026.

Consilience for Verifier-Free Test-Time Scaling Multiple choice questions: Reasoning makes large language models (llms) more self-confident, specially when they are wrong.IEEE Intelligent Systems, page 1–10, 2026

Reference 10

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T04:48:33.154834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5eed7353-08dc-4df7-b79e-5094ff1c52bd · outbound

This paper cites Deep Think with Confidence.

Consilience for Verifier-Free Test-Time Scaling Deep Think with Confidence

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.631922Z

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Observation 5720860c-3aef-47c2-be11-777dcfb565a8 · outbound

This paper cites Zico Kolter, Andrej Risteski, and Aditi Raghunathan.

Consilience for Verifier-Free Test-Time Scaling Zico Kolter, Andrej Risteski, and Aditi Raghunathan

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:48:33.907280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bc3e6d19-5aa2-48be-bfa3-3a58ace31ff4 · outbound

This paper cites A survey of confidence estimation and calibration in large language models.

Consilience for Verifier-Free Test-Time Scaling A survey of confidence estimation and calibration in large language models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.793766Z

Source-reported events for the cited work

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Observation c48e55ca-1cc4-4497-bde2-41313aabe483 · outbound

This paper cites an unresolved cited work.

Consilience for Verifier-Free Test-Time Scaling Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.801711Z

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Observation 12f8e8a1-b670-49e4-a2cc-675ed3fdff72 · outbound

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

Consilience for Verifier-Free Test-Time Scaling LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.810621Z

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Observation e2ec731c-0a2d-4fbc-ba06-d7ae7796c085 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Consilience for Verifier-Free Test-Time Scaling SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.818113Z

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Observation 1fcd000a-0fe4-467b-8dd9-51920ff1b6b4 · outbound

This paper cites Scalable best-of-n selection for large language models via self-certainty, 2025.

Consilience for Verifier-Free Test-Time Scaling Scalable best-of-n selection for large language models via self-certainty, 2025

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.825835Z

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Observation 5b1ebf89-fe1b-4140-9fc7-4fb0fd639a0b · outbound

This paper cites Early-Token Confidence Predicts Reasoning Quality in Multi-Agent LLM Debate.

Consilience for Verifier-Free Test-Time Scaling Early-Token Confidence Predicts Reasoning Quality in Multi-Agent LLM Debate

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-11T04:48:32.779198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4d8c27ca-4440-46e8-90ae-1d92e777343c · outbound

This paper cites Scaling Test-Time Compute for Agentic Coding.

Consilience for Verifier-Free Test-Time Scaling Scaling Test-Time Compute for Agentic Coding

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.844352Z

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Observation 4325dc4b-ea0f-4943-b46b-4a67d54f23c0 · outbound

This paper cites Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.

Consilience for Verifier-Free Test-Time Scaling Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.855313Z

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Observation 7c099783-a30a-4215-a997-0c117177f854 · outbound

This paper cites CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning.

Consilience for Verifier-Free Test-Time Scaling CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.864701Z

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Observation 0da969a2-3a7c-41e3-a361-258f7d9934ab · outbound

This paper cites Know When to Explore: Difficulty-Aware Certainty as a Guide for LLM Reinforcement Learning.

Consilience for Verifier-Free Test-Time Scaling Know When to Explore: Difficulty-Aware Certainty as a Guide for LLM Reinforcement Learning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.873942Z

Source-reported events for the cited work

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Observation 8070d461-90a1-471c-8731-86f545a3e36d · outbound

This paper cites Escape sky-high cost: Early-stopping self-consistency for multi-step reasoning,.

Consilience for Verifier-Free Test-Time Scaling Escape sky-high cost: Early-stopping self-consistency for multi-step reasoning,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:48:33.819459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b1de662b-97c5-4c57-8ce5-660896164a76 · outbound

This paper cites Lost at the beginning of reasoning, 2025.

Consilience for Verifier-Free Test-Time Scaling Lost at the beginning of reasoning, 2025

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.902686Z

Source-reported events for the cited work

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Observation 060b827b-ee8d-4bda-81b4-a86f7e8c4e88 · outbound

This paper cites Let's Verify Step by Step.

Consilience for Verifier-Free Test-Time Scaling Let's Verify Step by Step

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.913844Z

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Observation 75ec1397-81a1-429a-a615-76d050400dc9 · outbound

This paper cites Self-Refine: Iterative Refinement with Self-Feedback.

Consilience for Verifier-Free Test-Time Scaling Self-Refine: Iterative Refinement with Self-Feedback

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.921631Z

Source-reported events for the cited work

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Observation d9c43b59-6e03-46ed-a3df-9423f4a1c204 · outbound

This paper cites Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic.

Consilience for Verifier-Free Test-Time Scaling Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.947202Z

Source-reported events for the cited work

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Observation 45dc9bc4-159d-436a-bbb1-a2a8e93c1293 · outbound

This paper cites OpenAI o1 System Card.

Consilience for Verifier-Free Test-Time Scaling OpenAI o1 System Card

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.013675Z

Source-reported events for the cited work

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Observation 1ff02c65-d60d-49e8-a0ec-613c0a64a9a5 · outbound

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

Consilience for Verifier-Free Test-Time Scaling gpt-oss-120b & gpt-oss-20b Model Card

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.065434Z

Source-reported events for the cited work

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Observation 8276fbe6-03b1-40f4-85e1-edec7c33838d · outbound

This paper cites Maximizing Prefix-Confidence at Test-Time Efficiently Improves Mathematical Reasoning.

Consilience for Verifier-Free Test-Time Scaling Maximizing Prefix-Confidence at Test-Time Efficiently Improves Mathematical Reasoning

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-11T04:48:32.395054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation db99ce5a-aaa3-4f43-8071-74795ec005f1 · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

Consilience for Verifier-Free Test-Time Scaling GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.093799Z

Source-reported events for the cited work

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Observation 4d40be35-93bc-45cb-92ea-d59cb0d5da92 · outbound

This paper cites Self-critiquing models for assisting human evaluators.

Consilience for Verifier-Free Test-Time Scaling Self-critiquing models for assisting human evaluators

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.103538Z

Source-reported events for the cited work

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Observation a3970d99-0199-4843-903d-03a37e3305cf · outbound

This paper cites Scaling Test-Time Compute Without Verification or RL is Suboptimal.

Consilience for Verifier-Free Test-Time Scaling Scaling Test-Time Compute Without Verification or RL is Suboptimal

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.112720Z

Source-reported events for the cited work

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Observation 44993166-89e6-4306-b6fb-21f8ba40f4dd · outbound

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

Consilience for Verifier-Free Test-Time Scaling Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.120912Z

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Observation 68a39abd-f34b-4532-88e7-8cfd1934c4f6 · outbound

This paper cites Bartoldson, Bhavya Kailkhura, Guillaume Lajoie, Glen Berseth, Nikolay Malkin, and Moksh Jain.

Consilience for Verifier-Free Test-Time Scaling Bartoldson, Bhavya Kailkhura, Guillaume Lajoie, Glen Berseth, Nikolay Malkin, and Moksh Jain

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.127412Z

Source-reported events for the cited work

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Observation 77339b31-91e5-4021-a4c7-3870c36f322a · outbound

This paper cites Math-shepherd: Verify and reinforce LLMs step-by-step without human annotations.

Consilience for Verifier-Free Test-Time Scaling Math-shepherd: Verify and reinforce LLMs step-by-step without human annotations

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.136395Z

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Observation 299cf992-0296-45bc-b898-4af48a29ded4 · outbound

This paper cites Every rollout counts: Optimal resource allocation for efficient test-time scaling, 2025.

Consilience for Verifier-Free Test-Time Scaling Every rollout counts: Optimal resource allocation for efficient test-time scaling, 2025

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.143756Z

Source-reported events for the cited work

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Observation aa3b07bd-ed65-4f33-8129-8b87b7adf466 · outbound

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

Consilience for Verifier-Free Test-Time Scaling Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.153404Z

Source-reported events for the cited work

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Observation 3921e889-23f5-474f-ad61-8495a8a6c8e0 · outbound

This paper cites Inference Time Optimization with Confidence Dynamics.

Consilience for Verifier-Free Test-Time Scaling Inference Time Optimization with Confidence Dynamics

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-11T04:48:32.063769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 95f453fd-6cdd-4176-aed9-177caac0f64b · outbound

This paper cites Unlocking Exploration in RLVR: Uncertainty-aware Advantage Shaping for Deeper Reasoning.

Consilience for Verifier-Free Test-Time Scaling Unlocking Exploration in RLVR: Uncertainty-aware Advantage Shaping for Deeper Reasoning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.229491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 490b8982-d47a-47c1-978a-10e1265b7f77 · outbound

This paper cites Qwen3 Technical Report.

Consilience for Verifier-Free Test-Time Scaling Qwen3 Technical Report

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.274743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1d2edbe-ad59-4f4f-b721-7d2b9b9fcf99 · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering.

Consilience for Verifier-Free Test-Time Scaling SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.281787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5278d1d1-e421-47d6-b00a-85f31f59b24c · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

Consilience for Verifier-Free Test-Time Scaling Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.288779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cc557da-d648-4571-ba4f-1b49f1017218 · outbound

This paper cites Reasoning models better express their confidence,.

Consilience for Verifier-Free Test-Time Scaling Reasoning models better express their confidence,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:48:33.789800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 914ea529-1fe8-4c3a-9fe0-5041fa551c8a · outbound

This paper cites Pruning the unsurprising: Efficient llm reasoning via first-token surprisal, 2026.

Consilience for Verifier-Free Test-Time Scaling Pruning the unsurprising: Efficient llm reasoning via first-token surprisal, 2026

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.314147Z

Source-reported events for the cited work

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Observation 0a6a8780-d3ad-42e3-aa05-35788654d6bc · outbound

This paper cites Opencodeinterpreter: Integrating code generation with execution and refinement,.

Consilience for Verifier-Free Test-Time Scaling Opencodeinterpreter: Integrating code generation with execution and refinement,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:48:33.757331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9ec016dc-401f-4c34-9a2f-59b8c6ebe7f3 · outbound

This paper cites TTRL: Test-Time Reinforcement Learning.

Consilience for Verifier-Free Test-Time Scaling TTRL: Test-Time Reinforcement Learning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.390349Z

Source-reported events for the cited work

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Observation ae8a8e9f-a8ad-4c03-9fe6-bed2ea1d014d · outbound

This paper cites OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement.

Consilience for Verifier-Free Test-Time Scaling OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.339595Z

Source-reported events for the cited work

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Observation 162b4f06-6972-4f31-b4f0-3497d6109ef8 · outbound

This paper cites if its value is already in the path, we cannot extend further.

Consilience for Verifier-Free Test-Time Scaling if its value is already in the path, we cannot extend further

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:48:33.625308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 338c548f-a1b4-41be-9e33-9f0b8b795857 · outbound

This paper cites We analyze this response via keyword matching to determine if it constitutes a file-editing action (specifically checking for: sed -i,cat «,tee ,> /,patch , orEOF).

Consilience for Verifier-Free Test-Time Scaling We analyze this response via keyword matching to determine if it constitutes a file-editing action (specifically checking for: sed -i,cat «,tee ,> /,patch , orEOF)

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:48:33.506010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a8484db8-4e91-4ae8-a0a7-7d5a3438bd18 · outbound

This paper cites If an editing keyword is present, and the bash command is larger then L lines, the step is flagged as a critical reasoning node.

Consilience for Verifier-Free Test-Time Scaling If an editing keyword is present, and the bash command is larger then L lines, the step is flagged as a critical reasoning node

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:48:33.477143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cf7c75a0-9b4d-4adf-ac4c-c4f7887fe772 · outbound

This paper cites an unresolved cited work.

Consilience for Verifier-Free Test-Time Scaling Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:48:33.436515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 739ffdc9-6779-4ea0-b999-6a96b8b4805c · outbound

This paper cites We note that this keyword-triggered interception is an intentionally coarse harness.

Consilience for Verifier-Free Test-Time Scaling We note that this keyword-triggered interception is an intentionally coarse harness

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:48:33.416409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fec1278a-818b-4e45-ad51-3ea06143045c · outbound

This paper cites Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning.

Consilience for Verifier-Free Test-Time Scaling Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.889282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75eb69d3-4925-49ed-a672-4be8da27ee2d · outbound

This paper cites an unresolved cited work.

Consilience for Verifier-Free Test-Time Scaling Unresolved cited work

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:31.305348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfde5402-351d-46e2-9579-f0b93517c0c6 · outbound

This paper cites Understanding and Mitigating Premature Confidence for Better LLM Reasoning.

Consilience for Verifier-Free Test-Time Scaling Understanding and Mitigating Premature Confidence for Better LLM Reasoning

Reference 2026

Resolution: verified exact; local_arxiv, observed 2026-08-11T04:48:33.010560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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