Paper Citation Record · LEDGER

Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2401.17167.

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

pith.paper-citation-record.v1
2401.17167 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:48:47.386705Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:39:16.733366Z

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 a7f450c4-f13d-42b0-a42c-eb92c8f52191 · inbound

Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions cites this paper.

Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-13T09:02:40.402803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4fc4bbf7-5c21-47fb-b7ea-9cf6057d8c3f · inbound

Teaching a Language Model to Speak the Language of Tools cites this paper.

Teaching a Language Model to Speak the Language of Tools Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T21:48:47.386705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c646e42c-ffb6-48e4-a6c5-ed2d97f295fe · inbound

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models cites this paper.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:22:43.715829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 018f0567-62db-4bf4-82f9-7e0ac2f1ae47 · inbound

Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in LLM Tool-Agent Systems cites this paper.

Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in LLM Tool-Agent Systems Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:39:56.955694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddc8bbc5-b8cd-498b-95d8-46c6594ca00e · inbound

AIAP: A No-Code Workflow Builder for Non-Experts with Natural Language and Multi-Agent Collaboration cites this paper.

AIAP: A No-Code Workflow Builder for Non-Experts with Natural Language and Multi-Agent Collaboration Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T05:00:31.896011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c0c40d3-4d15-4847-90b3-085dce7d6ee9 · inbound

Failure Makes the Agent Stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions cites this paper.

Failure Makes the Agent Stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-18T15:01:31.407428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b67d2647-2420-438b-a309-59be4c6c8a27 · inbound

Characterizing Web Search in The Age of Generative AI cites this paper.

Characterizing Web Search in The Age of Generative AI Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T10:08:56.601594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce6a98af-01ee-4af3-a5b5-50a5ca6356c1 · inbound

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

Toward Efficient Agents: Memory, Tool learning, and Planning Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:36.199978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c79c263f-4de7-4840-bd50-7150438098fe · inbound

PEC-Home: Interpretation of Progressively Elliptical Commands in Smart Homes cites this paper.

PEC-Home: Interpretation of Progressively Elliptical Commands in Smart Homes Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T00:39:16.735009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.