Paper Citation Record · LEDGER

Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2305.11860.

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

pith.paper-citation-record.v1
2305.11860 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:16:38.331874Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 85354297-4767-4ad4-aeff-fca02c88e1f8 · inbound

AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement cites this paper.

AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T20:02:27.295269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a04a6053-5c8c-45e2-aaae-ff02a9c4cd3f · inbound

CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning cites this paper.

CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T17:27:43.026845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3782d636-9523-4104-bd73-81f52b58c7ed · inbound

S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models cites this paper.

S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T22:16:38.331874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24fde902-077c-4fba-bc4f-1895e8a99332 · inbound

EPiC: Towards Lossless Speedup for Reasoning Training through Edge-Preserving CoT Condensation cites this paper.

EPiC: Towards Lossless Speedup for Reasoning Training through Edge-Preserving CoT Condensation Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T10:52:49.650755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77482dce-d72e-4bec-ad6d-abc07aa4ccf1 · inbound

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences cites this paper.

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-18T16:41:38.018321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d9d73f4a-10be-4aeb-a175-cd603e967964 · inbound

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences cites this paper.

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-18T16:41:37.657361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 31a6cf80-867c-4d7f-9d1d-edd98f841c4f · inbound

Self-Consistency Is Losing Its Edge: Diminishing Returns and Rising Costs in Modern LLMs cites this paper.

Self-Consistency Is Losing Its Edge: Diminishing Returns and Rising Costs in Modern LLMs Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-18T02:10:39.007932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3f50c792-2e0e-4644-87ca-06f9d999f335 · inbound

Optimal Bayesian Stopping for Efficient Inference of Consistent LLM Answers cites this paper.

Optimal Bayesian Stopping for Efficient Inference of Consistent LLM Answers Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:25.234646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 165cfffe-8c5b-47b6-a431-9fdcfddfbc21 · inbound

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling cites this paper.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T02:22:14.487651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f188aa0c-6fad-4d39-aa14-f09bbeb990bb · inbound

Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling cites this paper.

Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:56:29.960817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e82367d1-01e7-4781-9046-8d32160e301b · inbound

Scaling with Confidence: Calibrating Confidence of LLMs for Adaptive Test Time Scaling cites this paper.

Scaling with Confidence: Calibrating Confidence of LLMs for Adaptive Test Time Scaling Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:58:32.558038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5cebccdc-5c1a-44c6-a090-b8066630cdc0 · inbound

TSRouter: Dynamic Modality-Model Selection for Time Series Reasoning cites this paper.

TSRouter: Dynamic Modality-Model Selection for Time Series Reasoning Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T05:38:27.357469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9236b78a-69af-4b58-a81c-2414b1d9caf3 · inbound

TSRouter: Dynamic Modality-Model Selection for Time Series Reasoning cites this paper.

TSRouter: Dynamic Modality-Model Selection for Time Series Reasoning Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T07:51:11.404084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1d72d05-e334-4d28-9a5b-7b69d8dff096 · inbound

VecFontLLM: Anchor-Guided Direct Synthesis of Chinese Vector Fonts cites this paper.

VecFontLLM: Anchor-Guided Direct Synthesis of Chinese Vector Fonts Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T18:40:02.653070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccfb5efe-b9a5-46f8-834d-0016febd5225 · inbound

LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers cites this paper.

LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Reference 265

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:14.862205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.