Paper Citation Record · LEDGER

Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2305.15408.

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

pith.paper-citation-record.v1
2305.15408 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:38:07.260401Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T08:03:08.914726Z

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 029886ab-ab8c-4984-8a40-da8e846adf75 · inbound

The Rise and Potential of Large Language Model Based Agents: A Survey cites this paper.

The Rise and Potential of Large Language Model Based Agents: A Survey Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective

Reference 247

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:47:50.655304Z

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 905397fd-6a32-4083-a85c-14dd93ef2b11 · inbound

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice cites this paper.

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T18:38:07.260401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 184f420e-92ae-4194-8dea-899d54591397 · inbound

You Do Not Fully Utilize Transformer's Representation Capacity cites this paper.

You Do Not Fully Utilize Transformer's Representation Capacity Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T22:19:19.363191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3deda6c-7539-4f19-8d01-abc1eb4a1c46 · inbound

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning cites this paper.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.897324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d91c030-5a5a-4e7b-b30b-dfe948fac538 · inbound

Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models cites this paper.

Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:35.987367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46fccf05-53ed-48f0-bd3b-a7666fc52115 · inbound

Systematic Optimization of Open Source Large Language Models for Mathematical Reasoning cites this paper.

Systematic Optimization of Open Source Large Language Models for Mathematical Reasoning Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T22:38:09.663186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 278f0376-8649-485e-b1cf-ecf347b60e52 · inbound

A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits cites this paper.

A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-20T08:03:08.916724Z

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 8882532a-2857-471c-8dcb-77214892a189 · inbound

Pre-Strings Lectures on Artificial Intelligence cites this paper.

Pre-Strings Lectures on Artificial Intelligence Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-12T06:14:03.658427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.