Paper Citation Record · LEDGER

ToolChain: Efficient Action Space Navigation in Large Language Models with A Search

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2310.13227.

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

pith.paper-citation-record.v1
2310.13227 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:11:46.100639Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:09:40.514881Z

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 75d0ee40-2ee8-43fc-9a1f-d093fdd23b17 · inbound

A Survey on LLM-as-a-Judge cites this paper.

A Survey on LLM-as-a-Judge ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 232

Resolution: verified exact; arxiv_id, observed 2026-05-23T17:35:44.083423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 23584c56-45e1-40e6-a1e6-fb8c3a2c20d5 · 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 ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:46.100639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eb59353-be3e-4540-8dc7-9385578b1eb7 · inbound

NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration cites this paper.

NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-19T08:13:01.841367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c89c35b1-27b6-4502-877e-2f365a31e68c · inbound

Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning cites this paper.

Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 122

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T01:01:10.275328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd830f19-23cf-4218-b2d1-0d95568360ef · inbound

Are They All Good? Evaluating the Quality of CoTs in LLM-based Code Generation cites this paper.

Are They All Good? Evaluating the Quality of CoTs in LLM-based Code Generation ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T18:57:13.152676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fda5441-454f-453e-870f-2bdadc092b54 · inbound

Interleaved LLM and Motion Planning for Generalized Multi-Object Collection in Large Scene Graphs cites this paper.

Interleaved LLM and Motion Planning for Generalized Multi-Object Collection in Large Scene Graphs ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:56.369231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3df0cede-a474-4669-ae3d-64305ea331f3 · inbound

Toward Efficient Agents: Memory, Tool learning, and Planning cites this paper.

Toward Efficient Agents: Memory, Tool learning, and Planning ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 203

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:52.023683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4686c46-9e67-4972-9eaa-4f2b25b377ad · inbound

The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems cites this paper.

The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 107

Resolution: unresolved; no resolver link, observed 2026-08-02T22:58:14.354961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56caf1bc-11c6-446b-8b2b-f9c0c207a5c3 · inbound

Figures as Interfaces: Toward LLM-Native Artifacts for Scientific Discovery cites this paper.

Figures as Interfaces: Toward LLM-Native Artifacts for Scientific Discovery ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:16:03.806988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cb71cf6b-87d7-40fc-8660-f9cbc062b238 · inbound

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval cites this paper.

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 53

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:05:33.892071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b0342fe6-b524-46cb-a5d9-0cf8e9c3db7e · inbound

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval cites this paper.

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 54

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T00:45:12.437399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 687d0589-bc72-4878-8dac-6a034718bb56 · inbound

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval cites this paper.

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-04T05:24:48.227822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34406a60-88bd-45ad-8476-453d452896a8 · inbound

Formalize, Don't Optimize: The Heuristic Trap in LLM-Generated Combinatorial Solvers cites this paper.

Formalize, Don't Optimize: The Heuristic Trap in LLM-Generated Combinatorial Solvers ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T05:02:17.685785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 61189a7c-6904-4e52-a9df-fa4769d17956 · inbound

Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning cites this paper.

Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 285

Resolution: verified exact; arxiv_id, observed 2026-07-04T08:09:40.516800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f6bf5725-663e-4777-90ae-e71a1673d4ae · inbound

Generative Skill Composition for LLM Agents cites this paper.

Generative Skill Composition for LLM Agents ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T10:25:42.172440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0c8e7268-3137-4be7-8ec5-13fe1a5972c3 · inbound

Leveraging Trajectory Graphs for Pre-Execution Error Diagnosis in Agentic LLM Systems cites this paper.

Leveraging Trajectory Graphs for Pre-Execution Error Diagnosis in Agentic LLM Systems ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Reference 82

Resolution: unresolved; no resolver link, observed 2026-07-31T00:46:12.955164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.