Paper Citation Record · LEDGER

Thinking Machines: A Survey of LLM based Reasoning Strategies

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 inbound Pith citation observations for arXiv:2503.10814.

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

pith.paper-citation-record.v1
2503.10814 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 18 of 18 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 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:50:27.964075Z

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

0
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 2c043a30-94f5-476b-9498-615c8b4ff85e · inbound

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

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:40:41.135649Z

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 35511f4b-50f6-4ed2-b0f4-fea4370ae594 · inbound

Meta-Thinking in LLMs via Multi-Agent Reinforcement Learning: A Survey cites this paper.

Meta-Thinking in LLMs via Multi-Agent Reinforcement Learning: A Survey Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-16T11:50:27.964075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53d6425f-bf53-4ca4-88f4-9c3c831b7fe0 · inbound

Where You Go is Who You Are: Behavioral Theory-Guided LLMs for Inverse Reinforcement Learning cites this paper.

Where You Go is Who You Are: Behavioral Theory-Guided LLMs for Inverse Reinforcement Learning Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:13.362948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e96f47e2-f43f-4f40-8102-ccc4f2222df1 · inbound

First Finish Search: Efficient Test-Time Scaling in Large Language Models cites this paper.

First Finish Search: Efficient Test-Time Scaling in Large Language Models Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:40:40.111091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7d0d5d5-e971-4419-b65e-6fb3f6c96c97 · inbound

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models cites this paper.

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:10.991423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6af5b121-a192-4180-9358-8fc5e8db3419 · inbound

Thinking in Character: Advancing Role-Playing Agents with Role-Aware Reasoning cites this paper.

Thinking in Character: Advancing Role-Playing Agents with Role-Aware Reasoning Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:40:23.559907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90947ff4-728e-4b53-bf85-2018a8a1298e · inbound

Simulating LLM-to-LLM Tutoring for Multilingual Math Feedback cites this paper.

Simulating LLM-to-LLM Tutoring for Multilingual Math Feedback Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:09.230543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb979fa2-58f1-4ae7-970b-196efb56f068 · inbound

Agentic Enterprise: AI-Centric User to User-Centric AI cites this paper.

Agentic Enterprise: AI-Centric User to User-Centric AI Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:00.632278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0a07f5f-c192-4958-a691-081a514198a5 · inbound

Explain Before You Answer: A Survey on Compositional Visual Reasoning cites this paper.

Explain Before You Answer: A Survey on Compositional Visual Reasoning Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T17:09:17.568659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75c084d6-33c5-44d8-81c1-3e1257b7ef9d · inbound

Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle cites this paper.

Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T16:07:27.952573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a98eacc8-eb5f-4abc-afb0-4d479c16842f · inbound

See, Think, Learn: A Self-Taught Multimodal Reasoner cites this paper.

See, Think, Learn: A Self-Taught Multimodal Reasoner Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T19:04:25.741488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c7d14e8-e000-45d0-bcd4-fa12b74b4a85 · inbound

Neuro-Symbolic Control with Large Language Models for Language-Guided Spatial Tasks cites this paper.

Neuro-Symbolic Control with Large Language Models for Language-Guided Spatial Tasks Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:21:17.285805Z

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 ebbab8ef-98e9-4fd0-83ac-1f963f4d59ba · inbound

Mid-Think: Training-Free Intermediate-Budget Reasoning via Token-Level Triggers cites this paper.

Mid-Think: Training-Free Intermediate-Budget Reasoning via Token-Level Triggers Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T11:16:00.353604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b64a58b-dfcf-4092-8ed8-309f1fa1c2d3 · inbound

One Model to Translate Them All? A Journey to Mount Doom for Multilingual Model Merging cites this paper.

One Model to Translate Them All? A Journey to Mount Doom for Multilingual Model Merging Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:08:12.911213Z

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 163f0886-fc5f-4db1-88f2-d5466a53f3be · inbound

StaRPO: Stability-Augmented Reinforcement Policy Optimization cites this paper.

StaRPO: Stability-Augmented Reinforcement Policy Optimization Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:21:00.089839Z

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 cfc864c1-abfe-4672-b456-fdae9048288c · inbound

AdversarialCoT: Single-Document Retrieval Poisoning for LLM Reasoning cites this paper.

AdversarialCoT: Single-Document Retrieval Poisoning for LLM Reasoning Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-10T16:30:36.437738Z

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 432be145-f11d-478c-8374-f3a5cb81cbb3 · inbound

(EC)2: Event-Centric Explainability for Cybersecurity Through Multi-Agent LLM Investigations cites this paper.

(EC)2: Event-Centric Explainability for Cybersecurity Through Multi-Agent LLM Investigations Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T00:34:16.749687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50a5a21b-eafb-45f7-adc7-02f9ff9a70b8 · inbound

Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges cites this paper.

Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges Thinking Machines: A Survey of LLM based Reasoning Strategies

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T00:55:20.386355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.