Paper Citation Record · LEDGER

Graph of Thoughts: Solving Elaborate Problems with Large Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 35 inbound Pith citation observations for arXiv:2308.09687.

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

pith.paper-citation-record.v1
2308.09687 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 35 of 35 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 35 of 35 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:06:05.460054Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T13:57:06.971993Z

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 9ee0cd9e-d408-4e73-991b-91249e1b3553 · inbound

A Survey on Large Language Model based Autonomous Agents cites this paper.

A Survey on Large Language Model based Autonomous Agents Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 54

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T04:03:00.806511Z

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 9b782529-0c06-47c0-8743-6190a714da5c · inbound

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models cites this paper.

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T23:26:04.473909Z

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 e938d815-b0ec-4aae-8cba-7acae41d74e4 · inbound

Understanding the planning of LLM agents: A survey cites this paper.

Understanding the planning of LLM agents: A survey Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T18:12:57.606371Z

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 c89adc74-387f-4c01-a182-3d1a88a18e8b · inbound

LLM Multi-Agent Systems: Challenges and Open Problems cites this paper.

LLM Multi-Agent Systems: Challenges and Open Problems Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T10:23:05.166469Z

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 f8483fde-2f15-4fd7-9f98-4557de6f23c7 · inbound

OS-ATLAS: A Foundation Action Model for Generalist GUI Agents cites this paper.

OS-ATLAS: A Foundation Action Model for Generalist GUI Agents Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 82

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T09:29:27.648664Z

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 81262f30-9243-4995-b19b-d3de8d3e70c4 · inbound

AI Agent for Education: von Neumann Multi-Agent System Framework cites this paper.

AI Agent for Education: von Neumann Multi-Agent System Framework Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T23:06:05.460054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d29a68c-e119-4a78-b8fb-a01f5a46119a · inbound

Recursive Decomposition of Logical Thoughts: Framework for Superior Reasoning and Knowledge Propagation in Large Language Models cites this paper.

Recursive Decomposition of Logical Thoughts: Framework for Superior Reasoning and Knowledge Propagation in Large Language Models Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-10T22:29:00.469175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6add0a04-565e-484e-93c3-8a45ccbba43a · inbound

Agent-Centric Projection of Prompting Techniques and Implications for Synthetic Training Data for Large Language Models cites this paper.

Agent-Centric Projection of Prompting Techniques and Implications for Synthetic Training Data for Large Language Models Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T20:38:52.579600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07cf43b2-d80d-4545-9adc-1e6f938570cd · inbound

Pheromone-based Learning of Optimal Reasoning Paths cites this paper.

Pheromone-based Learning of Optimal Reasoning Paths Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T20:47:53.550748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4499d80-d173-495d-aa62-b5e11faf4df3 · inbound

Speculative Reward Model Boosts Decision Making Ability of LLMs Cost-Effectively cites this paper.

Speculative Reward Model Boosts Decision Making Ability of LLMs Cost-Effectively Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:42.045200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c1a23a5-bff6-45b1-a460-12f6957f1ea7 · inbound

Integrating Quantized LLMs into Robotics Systems as Edge AI to Leverage their Natural Language Processing Capabilities cites this paper.

Integrating Quantized LLMs into Robotics Systems as Edge AI to Leverage their Natural Language Processing Capabilities Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:47:16.421238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d397d2d5-6fe5-4a19-bf17-dec64d887695 · inbound

Improving Public Service Chatbot Design and Civic Impact: Investigation of Citizens' Perceptions of a Metro City 311 Chatbot cites this paper.

Improving Public Service Chatbot Design and Civic Impact: Investigation of Citizens' Perceptions of a Metro City 311 Chatbot Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:58:05.413190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc4bf6d9-bde0-4ee6-a461-71b0e049e817 · 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 Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T21:38:14.282150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d890be8c-0ce0-4046-ab17-4e2787b952de · inbound

MARBLE: A Multi-Agent Rule-Based LLM Reasoning Engine for Accident Severity Prediction cites this paper.

MARBLE: A Multi-Agent Rule-Based LLM Reasoning Engine for Accident Severity Prediction Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 30

Resolution: malformed identifier; no resolver link, observed 2026-08-06T19:43:48.242812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1cccac2-7244-4ec2-845c-a4b2bafacf5a · inbound

GraphTrafficGPT: Enhancing Traffic Management Through Graph-Based AI Agent Coordination cites this paper.

GraphTrafficGPT: Enhancing Traffic Management Through Graph-Based AI Agent Coordination Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T16:26:36.967990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 951c7202-42bb-417f-9270-96f43c8cebe4 · inbound

A Simple "Try Again" Can Elicit Multi-Turn LLM Reasoning cites this paper.

A Simple "Try Again" Can Elicit Multi-Turn LLM Reasoning Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:06.824346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1490e15-553b-47ff-af57-86b3674371fa · inbound

GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis cites this paper.

GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-22T00:40:51.118296Z

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 f073928c-814a-4243-bb98-6410dc2c2ad8 · 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 Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T12:38:26.513507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6b32aef-6953-401a-8476-42a15b4b4c36 · inbound

Less is More Tokens: Efficient Math Reasoning via Difficulty-Aware Chain-of-Thought Distillation cites this paper.

Less is More Tokens: Efficient Math Reasoning via Difficulty-Aware Chain-of-Thought Distillation Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T05:34:40.231322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5492920a-e52f-48fb-8e99-76a4586ec987 · inbound

MOSAIC: Multi-agent Orchestration for Task-Intelligent Scientific Coding cites this paper.

MOSAIC: Multi-agent Orchestration for Task-Intelligent Scientific Coding Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T08:31:06.821511Z

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 d4714c41-2c48-45f3-ae12-a2609c6e2351 · inbound

LLMOrbit: A Circular Taxonomy of Large Language Models -From Scaling Walls to Agentic AI Systems cites this paper.

LLMOrbit: A Circular Taxonomy of Large Language Models -From Scaling Walls to Agentic AI Systems Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T12:47:53.975204Z

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 626e0f14-c900-4d3d-ba5b-6f8b317be3c8 · inbound

No Test Cases, No Problem: Distillation-Driven Code Generation for Scientific Workflows cites this paper.

No Test Cases, No Problem: Distillation-Driven Code Generation for Scientific Workflows Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:46:10.077255Z

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 9a3c7f1a-ab27-4e68-a8ff-dde396b93985 · inbound

State Representation and Termination for Recursive Reasoning Systems cites this paper.

State Representation and Termination for Recursive Reasoning Systems Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:45:56.688203Z

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 dad6b0c9-9e66-440c-b738-e9fdef654e9b · inbound

OPT-BENCH: Evaluating the Iterative Self-Optimization of LLM Agents in Large-Scale Search Spaces cites this paper.

OPT-BENCH: Evaluating the Iterative Self-Optimization of LLM Agents in Large-Scale Search Spaces Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 94

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T03:01:18.768810Z

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 090baeea-5d54-43bf-be3c-9f8658b97d03 · inbound

Runtime-Structured Task Decomposition for Agentic Coding Systems cites this paper.

Runtime-Structured Task Decomposition for Agentic Coding Systems Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T14:47:36.139789Z

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 a144d5a6-55f6-4e28-a735-7f97007a01c2 · inbound

Imbuing Large Language Models with Bidirectional Logic for Robust Chain Repair cites this paper.

Imbuing Large Language Models with Bidirectional Logic for Robust Chain Repair Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T08:46:49.009555Z

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 2d6596bd-d1d2-4f43-811b-2f469e404cd2 · inbound

PaperClaw: Harnessing Agents for Autonomous Research and Human-in-the-Loop Refinement cites this paper.

PaperClaw: Harnessing Agents for Autonomous Research and Human-in-the-Loop Refinement Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T08:59:43.466624Z

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 24daacc4-6574-4eb2-a992-46ca36daecbf · inbound

AlgoSkill: Learning to Design Algorithms by Scheduling Human-Like Skills cites this paper.

AlgoSkill: Learning to Design Algorithms by Scheduling Human-Like Skills Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T08:14:26.494231Z

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 50b169fc-275f-42fe-8020-56811cce8a3b · inbound

LLM-as-a-Verifier: A General-Purpose Verification Framework cites this paper.

LLM-as-a-Verifier: A General-Purpose Verification Framework Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 31

Resolution: metadata mismatch; local_arxiv, observed 2026-07-07T12:53:50.297497Z

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 5a6667e2-6171-4962-bdc5-b66d87e6ac1a · inbound

LLM-as-a-Verifier: A General-Purpose Verification Framework cites this paper.

LLM-as-a-Verifier: A General-Purpose Verification Framework Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-11T07:02:51.850836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a19b2633-5039-49fd-bacf-6eef02d90e79 · inbound

LLM Agents for Deliberative Collaboration: A Study on Joint Decision Making Under Partial Observability cites this paper.

LLM Agents for Deliberative Collaboration: A Study on Joint Decision Making Under Partial Observability Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 72

Resolution: metadata mismatch; local_arxiv, observed 2026-07-08T15:05:03.493354Z

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 23bb6eaa-c2ca-44f4-8ae1-d6ef19cbab6b · 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 Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-10T13:57:06.973304Z

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 071b8b69-acdc-4d68-a519-21b9c30adce2 · inbound

DeepLook: Deeper Thinking with Lookahead cites this paper.

DeepLook: Deeper Thinking with Lookahead Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:12.474420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1683effa-31d5-4bbe-a368-d1906df8d9b9 · inbound

Focus Is All You Need: Adaptive Goal-aware Attention Orchestration for Multi-Agent Graph Systems cites this paper.

Focus Is All You Need: Adaptive Goal-aware Attention Orchestration for Multi-Agent Graph Systems Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-30T16:10:43.843784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce7f7f41-d48b-4e80-8c9d-4f2eacf33c24 · inbound

Sample More, Reflect Less: Self-Refine and Reflexion Lose to Repeated Sampling at Equal Token Cost, from 1.5B to 7B cites this paper.

Sample More, Reflect Less: Self-Refine and Reflexion Lose to Repeated Sampling at Equal Token Cost, from 1.5B to 7B Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T03:18:59.572680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.