Paper Citation Record · LEDGER

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

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 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 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T04:22:25.234646Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

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 2026-08-04T06:34:03.388597+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 2026-08-04T06:34:03.388597+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 2026-08-04T06:34:03.388597+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 2026-08-04T06:34:03.388597+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 2026-08-04T06:34:03.388597+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.