Paper Citation Record · LEDGER

On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 21 inbound Pith citation observations for arXiv:2302.06706.

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

pith.paper-citation-record.v1
2302.06706 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 21 of 21 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:12:00.502126Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T02:09:22.793636Z

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 6bfcbbac-3fe3-45f8-8b96-ed98282d767d · inbound

LLM+P: Empowering Large Language Models with Optimal Planning Proficiency cites this paper.

LLM+P: Empowering Large Language Models with Optimal Planning Proficiency On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T18:36:18.466060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 25d9af34-d345-447d-8ff9-2ef28cefe71f · inbound

Reasoning with Language Model is Planning with World Model cites this paper.

Reasoning with Language Model is Planning with World Model On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 84

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T01:49:28.975363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d77c8daa-726b-44aa-9ded-cd0d7e5cbdb3 · 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 On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 125

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:47:47.852635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 79d13a34-4f6e-4da8-ab24-1172bd9e3fde · inbound

Evaluating LLMs Capabilities Towards Understanding Social Dynamics cites this paper.

Evaluating LLMs Capabilities Towards Understanding Social Dynamics On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T16:59:41.648306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e1e35b3-0175-49b5-a2dd-36b1211e06a0 · inbound

Interactive and Expressive Code-Augmented Planning with Large Language Models cites this paper.

Interactive and Expressive Code-Augmented Planning with Large Language Models On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T15:55:20.925203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae0943b0-e518-4cf4-bc16-0c8b0b7ab285 · inbound

Can LLMs plan paths in the real world? cites this paper.

Can LLMs plan paths in the real world? On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T11:45:10.767759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11f6dcf8-2b12-4038-b5e6-cea15a5b9181 · inbound

From Words to Workflows: Automating Business Processes cites this paper.

From Words to Workflows: Automating Business Processes On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-11T22:27:10.902851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28fa4c6e-9721-4108-a416-827f726d2fe5 · inbound

On the Limit of Language Models as Planning Formalizers cites this paper.

On the Limit of Language Models as Planning Formalizers On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T16:41:11.240743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0013329-c5c0-4d07-9b7a-aa1347912ba5 · inbound

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks cites this paper.

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 115

Resolution: unresolved; no resolver link, observed 2026-08-16T10:12:00.502126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9cde2d5-c12e-463a-a604-cfcf3e8c3bbc · inbound

Iterative Formalization and Planning in Partially Observable Environments cites this paper.

Iterative Formalization and Planning in Partially Observable Environments On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-22T14:24:53.557439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dc7beae6-7431-4f1c-89b1-f9bab7397d54 · inbound

From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning cites this paper.

From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T15:38:44.458229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c885792f-c658-45ed-9629-886f888e69f5 · inbound

Large Language Models for Planning: A Comprehensive and Systematic Survey cites this paper.

Large Language Models for Planning: A Comprehensive and Systematic Survey On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 249

Resolution: unresolved; no resolver link, observed 2026-08-07T14:12:07.411623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41782489-a61c-4f3b-aa50-56c7310734e8 · inbound

Synthesis by Design: Controlled Data Generation via Structural Guidance cites this paper.

Synthesis by Design: Controlled Data Generation via Structural Guidance On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T05:34:23.263492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4622c08-d8cc-4ff3-a4e8-c3fed3731697 · inbound

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey cites this paper.

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 117

Resolution: unresolved; no resolver link, observed 2026-08-07T06:00:19.552446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05f93942-02a6-42f4-af4a-2c03df8493c6 · inbound

HERAKLES: Hierarchical Skill Compilation for Open-ended LLM Agents cites this paper.

HERAKLES: Hierarchical Skill Compilation for Open-ended LLM Agents On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-05T18:24:29.091692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac4b174e-e474-43db-9250-61bdbdc666f9 · inbound

Embodied Spatial Intelligence: from Implicit Scene Modeling to Spatial Reasoning cites this paper.

Embodied Spatial Intelligence: from Implicit Scene Modeling to Spatial Reasoning On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 291

Resolution: unresolved; no resolver link, observed 2026-08-05T13:38:24.084787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d136aa95-f845-4816-8035-253ff2ece567 · inbound

SimRPD: Optimizing Recruitment Proactive Dialogue Agents through Simulator-Based Data Evaluation and Selection cites this paper.

SimRPD: Optimizing Recruitment Proactive Dialogue Agents through Simulator-Based Data Evaluation and Selection On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T12:33:00.546549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd9fce68-ed3d-4c85-93d1-19918d24dfdf · inbound

Deterministic vs. LLM-Controlled Orchestration for COBOL-to-Python Modernization cites this paper.

Deterministic vs. LLM-Controlled Orchestration for COBOL-to-Python Modernization On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:16:29.053187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d6d6de57-90bd-49ca-a7b1-542f0ba86f5a · inbound

HANSEL: Extracting Breadcrumbs from Web Agent Trajectories for Interactive Verification cites this paper.

HANSEL: Extracting Breadcrumbs from Web Agent Trajectories for Interactive Verification On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:09:22.795391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation af714e9b-4161-4c67-9c4c-adf655c44ee1 · inbound

Toward Secure and Reliable PDDL Formalization of Large Language Models with Planner-in-the-Loop Feedback cites this paper.

Toward Secure and Reliable PDDL Formalization of Large Language Models with Planner-in-the-Loop Feedback On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T06:44:18.803068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5230c2f2-9286-44b0-aa2a-869d19026063 · inbound

PACE: Adaptive Budget Allocation for Time-Efficient Embodied Planning cites this paper.

PACE: Adaptive Budget Allocation for Time-Efficient Embodied Planning On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:58:10.762040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.