Paper Citation Record · LEDGER

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning

As of 9 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 9 inbound Pith citation observations for arXiv:2502.00511.

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

pith.paper-citation-record.v1
2502.00511 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T18:53:44.266195Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:46.674252Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T07:26:46.212304Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy7
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a5737d99-9095-4db8-afaa-ea68b43b25fe · outbound

This paper cites True” token and the first generated “False.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning True” token and the first generated “False

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:53:44.505717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a4b0b812-6fc0-435d-8d4a-37478c83c508 · outbound

This paper cites and Boult, T.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning and Boult, T

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:53:44.626090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7ad30265-9d60-4c63-b4f5-cf6d37dc6d16 · outbound

This paper cites MathOdyssey: Benchmarking Mathematical Problem-Solving Skills in Large Language Models Using Odyssey Math Data.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning MathOdyssey: Benchmarking Mathematical Problem-Solving Skills in Large Language Models Using Odyssey Math Data

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T18:53:44.190856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d61e38a5-dee2-4724-b913-3c5a57d5f793 · outbound

This paper cites Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T18:53:44.196975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84403a9b-bf10-4d81-8e38-fe790964e0eb · outbound

This paper cites Language Models (Mostly) Know What They Know.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning Language Models (Mostly) Know What They Know

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T18:53:44.203285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd3df95f-703c-4ee3-901a-8ba0f8685769 · outbound

This paper cites Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T18:53:44.219142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cba2124-ff71-4ada-b066-0b745a56491b · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T18:53:44.224498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e40a20ec-cbb0-4cb8-bfcc-95b9d7ba2a42 · outbound

This paper cites an unresolved cited work.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:53:44.574309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b10ddaee-901e-4323-a1da-6e105c7ad7e2 · outbound

This paper cites Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T18:53:44.235170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0c332b4-8413-45eb-b1bd-25ec35791261 · outbound

This paper cites Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T18:53:44.240467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 443862c3-6d67-439d-ae9c-83c2cf0fc4de · outbound

This paper cites and Rabby, G.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning and Rabby, G

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:53:44.555499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4475aa4f-8719-4bf1-ad3a-c831c64701d6 · outbound

This paper cites an unresolved cited work.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:53:44.538460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 45b87f97-b23a-438b-bee0-071b8fbaabf0 · outbound

This paper cites user” and “assistant.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning user” and “assistant

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:53:44.521980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fa7b37c9-1ad7-4e22-8d72-2bcd64877c9d · outbound

This paper cites \nclass.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning \nclass

Reference 1024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:53:44.487973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 68630d23-f72d-43c6-8f49-411a5970f678 · outbound

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

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning Universal Self-Consistency for Large Language Model Generation

Reference 1998

Resolution: unresolved; no resolver link, observed 2026-08-09T18:53:44.185243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c0a278a-2b8a-4854-a78b-4303501472d4 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning Evaluating Large Language Models Trained on Code

Reference 2003

Resolution: unresolved; no resolver link, observed 2026-08-09T18:53:44.179384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e13db588-6001-499f-8421-0852dbec36e4 · outbound

This paper cites Cycles of Thought: Measuring LLM Confidence through Stable Explanations.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning Cycles of Thought: Measuring LLM Confidence through Stable Explanations

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-09T18:53:44.155635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aa90018-a7a2-40e1-bedf-75528d4ade1e · outbound

This paper cites Chain of code: Reasoning with a language model-augmented code emulator.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning Chain of code: Reasoning with a language model-augmented code emulator

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:53:44.610393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 15b93abf-1cdf-4611-8d73-68cf4dfcf92e · outbound

This paper cites Program Synthesis with Large Language Models.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning Program Synthesis with Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-09T18:53:44.123300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 241660df-93ce-4a6b-8264-73c99b978dbc · outbound

This paper cites an unresolved cited work.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:53:44.642436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 859fb051-9053-433c-ab57-c02a8959948c · outbound

This paper cites and Li, L.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning and Li, L

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:53:44.592799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 65b72ba9-9e31-4067-8aee-8e667689bf50 · 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 Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning

Reference 247

Resolution: verified exact; arxiv_id, observed 2026-05-14T01:29:57.479931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fcfcb776-138f-471a-abff-533d179ebdbb · inbound

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time cites this paper.

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:46.674252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8960f8e4-c561-49ab-9052-981e696077e2 · inbound

Reasoning Strategies in Large Language Models: Can They Follow, Prefer, and Optimize? cites this paper.

Reasoning Strategies in Large Language Models: Can They Follow, Prefer, and Optimize? Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T17:12:12.638442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a53cd198-884b-4cc0-9730-6ea5434d034d · inbound

Measuring Reasoning Utility in LLMs via Conditional Entropy Reduction cites this paper.

Measuring Reasoning Utility in LLMs via Conditional Entropy Reduction Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:44.735773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f5bbc13-16cc-486a-b6f2-79c210e5eed0 · inbound

Self-Reflective Generation at Test Time cites this paper.

Self-Reflective Generation at Test Time Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T12:41:43.323131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b2b2822-dca1-475c-8b9a-65162eb2735a · inbound

Training-Free Object-Background Compositional T2I via Dynamic Spatial Guidance and Multi-Path Pruning cites this paper.

Training-Free Object-Background Compositional T2I via Dynamic Spatial Guidance and Multi-Path Pruning Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:51:02.076715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3e7c1f97-00c1-44c7-989c-fb7a17f931ca · inbound

Calibration-Aware Policy Optimization for Reasoning LLMs cites this paper.

Calibration-Aware Policy Optimization for Reasoning LLMs Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:06:01.131528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 70c0bed6-91e4-4041-a6ce-3d31b587026f · 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 Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning

Reference 185

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:06:09.469043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1ffdec34-f753-404d-bd3c-4bf0c634de17 · inbound

Smart Picks in the Dark: Towards Efficient RLVR for Reasoning via Tracing Metacognitive Pivots cites this paper.

Smart Picks in the Dark: Towards Efficient RLVR for Reasoning via Tracing Metacognitive Pivots Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:26:46.214008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.