Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2408.16293.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T23:31:49.287483Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-17T12:04:10.446876Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
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- 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 ea802dd7-a3f4-4a5a-a661-319163367f92 · inbound
Training Language Models to Self-Correct via Reinforcement Learning cites this paper.
Training Language Models to Self-Correct via Reinforcement Learning Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T12:04:10.449986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8ecd2d56-868b-40e6-ad7f-9f1c6d472c8a · inbound
Chasing Progress, Not Perfection: Revisiting Strategies for End-to-End LLM Plan Generation cites this paper.
Chasing Progress, Not Perfection: Revisiting Strategies for End-to-End LLM Plan Generation Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T15:47:21.358285Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 096bde52-f44b-4e64-b095-c1fd686ca6a6 · inbound
AgentRefine: Enhancing Agent Generalization through Refinement Tuning cites this paper.
AgentRefine: Enhancing Agent Generalization through Refinement Tuning Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:24:43.152468Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08554cea-3c3e-4716-860e-ca8bd5845882 · inbound
Search-o1: Agentic Search-Enhanced Large Reasoning Models cites this paper.
Search-o1: Agentic Search-Enhanced Large Reasoning Models Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Reference 71
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T17:36:27.631091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0d26f822-31f8-4c19-85a5-32315c886a10 · inbound
Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages cites this paper.
Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:49:27.841494Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5204a01e-c412-49a2-b204-72b6b5df024f · inbound
Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models cites this paper.
Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T00:27:17.673387Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 542152b1-4ed4-4c88-b19c-2b68971428c2 · inbound
GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity? cites this paper.
GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity? Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:25:16.968703Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a29f7490-c1b5-4fad-81de-932fb7350fdf · inbound
Beyond Theorem Proving: Formulation, Framework and Benchmark for Formal Problem-Solving cites this paper.
Beyond Theorem Proving: Formulation, Framework and Benchmark for Formal Problem-Solving Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:31:49.287483Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b59d3046-559f-4cf2-951f-1b2b0749e4a1 · inbound
Think Before You Accept: Semantic Reflective Verification for Faster Speculative Decoding cites this paper.
Think Before You Accept: Semantic Reflective Verification for Faster Speculative Decoding Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:32:42.925594Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6724760-13bd-44c8-bab3-1b31fdef9bd7 · inbound
Boosting LLM Reasoning via Spontaneous Self-Correction cites this paper.
Boosting LLM Reasoning via Spontaneous Self-Correction Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:51:30.751555Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3124071d-b431-4a8c-b33f-7df13da07041 · inbound
A Survey on Large Language Models for Mathematical Reasoning cites this paper.
A Survey on Large Language Models for Mathematical Reasoning Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Reference 97
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:14:47.530143Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 192be150-0851-4201-9320-8526a2359f40 · inbound
Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers cites this paper.
Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T15:22:55.718053Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff5a3ed2-f601-4b1e-bed9-e06acfc1e669 · inbound
Self-Consistency from Only Two Samples: CoT-PoT Ensembling for Efficient LLM Reasoning cites this paper.
Self-Consistency from Only Two Samples: CoT-PoT Ensembling for Efficient LLM Reasoning Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Reference 31
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T05:41:01.819956Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.