Paper Citation Record · LEDGER

Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2305.16582.

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

pith.paper-citation-record.v1
2305.16582 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:23:17.784034Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T13:57:06.978117Z

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 12201216-4568-4394-982b-b23d8bd458c3 · inbound

A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications cites this paper.

A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-12T21:52:10.518256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 83795cd0-ae86-4d1f-bd80-3064cf75ed7e · inbound

TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis cites this paper.

TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-23T19:45:47.200988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 082f1677-8b87-4729-a5ca-29c6fc9a38e8 · inbound

From System 1 to System 2: A Survey of Reasoning Large Language Models cites this paper.

From System 1 to System 2: A Survey of Reasoning Large Language Models Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:36:24.583685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation be1a262c-27ae-4e62-a204-1542f05d3fc2 · inbound

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey cites this paper.

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 134

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:18:53.204861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2e81a8eb-70fc-4362-a9f2-5efee888717f · inbound

ReFineVLA: Reasoning-Aware Teacher-Guided Transfer Fine-Tuning cites this paper.

ReFineVLA: Reasoning-Aware Teacher-Guided Transfer Fine-Tuning Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:17.784034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5be8d62-ac55-437a-a537-c20079d3f023 · inbound

Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models cites this paper.

Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T14:14:32.634311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf7854db-4707-48a4-8420-5b7ca77f1275 · inbound

FinRipple: Aligning Large Language Models with Financial Market for Event Ripple Effect Awareness cites this paper.

FinRipple: Aligning Large Language Models with Financial Market for Event Ripple Effect Awareness Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T13:24:42.261486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c7001f2-1180-438f-b9eb-6dfd544b7858 · inbound

Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning cites this paper.

Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:02.579441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b728bcc2-9cd8-4b32-af99-10b5b2c72947 · inbound

Thinking About Thinking: SAGE-nano's Inverse Reasoning for Self-Aware Language Models cites this paper.

Thinking About Thinking: SAGE-nano's Inverse Reasoning for Self-Aware Language Models Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T21:38:14.217604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddb94309-6610-4347-a0f3-8e5f7c0c95b7 · inbound

Prompt Engineering for Requirements Engineering: A Literature Review and Roadmap cites this paper.

Prompt Engineering for Requirements Engineering: A Literature Review and Roadmap Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T18:40:04.955610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a72a6911-b43f-49f2-98a5-4ac7f3f0eae8 · inbound

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey cites this paper.

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 149

Resolution: unresolved; no resolver link, observed 2026-08-05T20:28:56.414883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0024f0de-7b98-497e-84d5-76be8ce8c210 · inbound

Vis-CoT: A Human-in-the-Loop Framework for Interactive Visualization and Intervention in LLM Chain-of-Thought Reasoning cites this paper.

Vis-CoT: A Human-in-the-Loop Framework for Interactive Visualization and Intervention in LLM Chain-of-Thought Reasoning Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T12:38:27.934483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 555abb5e-672c-4c50-9237-2ef644adface · inbound

Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction cites this paper.

Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-18T19:26:47.193370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f404dd8e-9aaa-456b-97c5-762301b71c41 · inbound

AI Reasoning for Wireless Communications and Networking: A Survey and Perspectives cites this paper.

AI Reasoning for Wireless Communications and Networking: A Survey and Perspectives Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T19:34:26.143558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18075204-40b9-4409-ac7f-1bcab0c359c0 · inbound

Syntax Is Easy, Semantics Is Hard: Evaluating LLMs for LTL Translation cites this paper.

Syntax Is Easy, Semantics Is Hard: Evaluating LLMs for LTL Translation Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:25:57.885395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cfe26db2-f0a7-429b-89b5-18b5201b5635 · inbound

ReFineVLA: Multimodal Reasoning-Aware Generalist Robotic Policies via Teacher-Guided Fine-Tuning cites this paper.

ReFineVLA: Multimodal Reasoning-Aware Generalist Robotic Policies via Teacher-Guided Fine-Tuning Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:48:48.417195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4d001335-3bc0-43d7-a837-b09a80301899 · inbound

VIDA: A dataset for Visually Dependent Ambiguity in Multimodal Machine Translation cites this paper.

VIDA: A dataset for Visually Dependent Ambiguity in Multimodal Machine Translation Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T05:50:25.835639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0c7fe317-ac5b-4fa8-ab7c-02f88dcfef54 · inbound

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI cites this paper.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 103

Resolution: unresolved; no resolver link, observed 2026-08-02T11:29:28.017688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d710c2b-6d47-4ee1-b833-d2a37d841e3d · inbound

From Execution to Education: A Bloom-Aligned Framework for Measuring Educational Control in LLMs cites this paper.

From Execution to Education: A Bloom-Aligned Framework for Measuring Educational Control in LLMs Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 195

Resolution: verified exact; local_arxiv, observed 2026-07-10T13:57:06.979488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 603527c9-355c-4efb-926b-45fd5aac28ef · inbound

What makes prompts a graph: necessary and sufficient conditions for prompt graph engineering cites this paper.

What makes prompts a graph: necessary and sufficient conditions for prompt graph engineering Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-01T05:22:43.861577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.