Paper Citation Record · LEDGER

Reinforcing Step-level Reasoning for Effective Self-Correction in LLMs

As of 21 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2608.11573.

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

pith.paper-citation-record.v1
2608.11573 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:39:40.310336Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy7
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0b4dbb9e-5496-4b0c-88aa-1b02cb3d0648 · outbound

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

Reinforcing Step-level Reasoning for Effective Self-Correction in LLMs DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.277681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f6ccfc7-49ed-4b0a-8822-578c9f82c82a · outbound

This paper cites Step 3: We also know that cos(90◦−x) is equal to the sine of the angle x.

Reinforcing Step-level Reasoning for Effective Self-Correction in LLMs Step 3: We also know that cos(90◦−x) is equal to the sine of the angle x

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:40.455410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a634803b-fda7-40e8-b964-d2cd3b638d6d · outbound

This paper cites Step 4: However, statement D says that sin(90◦−x)−cos = 0.

Reinforcing Step-level Reasoning for Effective Self-Correction in LLMs Step 4: However, statement D says that sin(90◦−x)−cos = 0

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:40.442763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 83eac602-4e30-4eba-841f-1bf4f7f69500 · outbound

This paper cites This means that statement D is also true.

Reinforcing Step-level Reasoning for Effective Self-Correction in LLMs This means that statement D is also true

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:40.429595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 338f381c-c27d-49bd-bb9c-c229de23e6f1 · outbound

This paper cites This means statement D is true.

Reinforcing Step-level Reasoning for Effective Self-Correction in LLMs This means statement D is true

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:40.415584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 55c1e178-06dc-49be-85b3-3899a94aa7c0 · outbound

This paper cites A",A,N); label(.

Reinforcing Step-level Reasoning for Effective Self-Correction in LLMs A",A,N); label(

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:40.401206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 392bd7db-73f7-4285-908d-325c50e71ae7 · outbound

This paper cites Self-Fix Step-DPO.

Reinforcing Step-level Reasoning for Effective Self-Correction in LLMs Self-Fix Step-DPO

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:40.481772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c57ee289-d893-4cc4-9b24-f9cdefb47a5d · outbound

This paper cites Step 2: We also know that sin(90◦−x) is equal to the cosine of the angle x.

Reinforcing Step-level Reasoning for Effective Self-Correction in LLMs Step 2: We also know that sin(90◦−x) is equal to the cosine of the angle x

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:40.468479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 016a804a-8923-41f7-814e-e6e50390ca2c · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Reinforcing Step-level Reasoning for Effective Self-Correction in LLMs Training Verifiers to Solve Math Word Problems

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.262632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 687c8283-b00e-4b9b-bef2-1f2890cdce7f · outbound

This paper cites S$^2$R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning.

Reinforcing Step-level Reasoning for Effective Self-Correction in LLMs S$^2$R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.272768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d20e18f-ae24-43ad-8236-ee56709e7577 · outbound

This paper cites Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models.

Reinforcing Step-level Reasoning for Effective Self-Correction in LLMs Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.257518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ba0f0b6-a43d-400e-84d0-9177250c6a24 · outbound

This paper cites Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs.

Reinforcing Step-level Reasoning for Effective Self-Correction in LLMs Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.267792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.