Paper Citation Record · LEDGER

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

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 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 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:34:26.143558Z

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 2026-08-05T06:32:48.257954+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 2026-08-05T06:32:48.257954+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 2026-08-05T06:32:48.257954+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 2026-08-05T06:32:48.257954+00:00.

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 2026-08-05T06:32:48.257954+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 2026-08-05T06:32:48.257954+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 2026-08-05T06:32:48.257954+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 2026-08-05T06:32:48.257954+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 2026-08-05T06:32:48.257954+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.