Paper Citation Record · LEDGER

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents

As of 9 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2607.04686.

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

pith.paper-citation-record.v1
2607.04686 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T15:12:56.011712Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T12:17:57.244743Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

29 of 29 outbound references displayed

verified exact0
verified fuzzy0
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c177f1e6-aebb-4075-a9ff-b8027fe6ad5a · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6b09d4a-eaa3-46ca-a215-3baaf5d0cc6e · outbound

This paper cites and Mao, Huanzhi and Yan, Fanjia and Ji, Charlie Cheng-Jie and Suresh, Vishnu and Stoica, Ion and Gonzalez, Joseph E.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents and Mao, Huanzhi and Yan, Fanjia and Ji, Charlie Cheng-Jie and Suresh, Vishnu and Stoica, Ion and Gonzalez, Joseph E

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12d4ccb2-8da2-4fe4-a265-1a91a2e9e564 · outbound

This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca915570-62d2-4023-af1f-a6c894a85d2a · outbound

This paper cites and Zhang, Tianjun and Wang, Xin and Gonzalez, Joseph E.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents and Zhang, Tianjun and Wang, Xin and Gonzalez, Joseph E

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 060e3252-148b-4833-a3b1-498b8d40fafa · outbound

This paper cites arXiv preprint arXiv:2510.25726 , year=.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents arXiv preprint arXiv:2510.25726 , year=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 826f14f1-aef0-482e-a628-34322ec0898e · outbound

This paper cites 2024 , url=.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents 2024 , url=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e29d4aa5-6c83-4e9f-b6e2-71d7cd41a76e · outbound

This paper cites and Yang, John and Wettig, Alexander and Yao, Shunyu and Pei, Kexin and Press, Ofir and Narasimhan, Karthik R.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents and Yang, John and Wettig, Alexander and Yao, Shunyu and Pei, Kexin and Press, Ofir and Narasimhan, Karthik R

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef74a8bc-1374-47d0-8009-81748a74fd5c · outbound

This paper cites Finance Agent Benchmark: Benchmarking.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents Finance Agent Benchmark: Benchmarking

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49247251-c6a0-42a8-ac97-9bde6001162e · outbound

This paper cites and Geng, Gloria and Park, Danny and Zou, James and Ng, Andrew Y.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents and Geng, Gloria and Park, Danny and Zou, James and Ng, Andrew Y

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edfc4b52-4ff0-4077-a3f7-26d8fd4fe7b9 · outbound

This paper cites 2024 , url=.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents 2024 , url=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e88112ad-b5a4-47ae-bd65-4936f92ee39d · outbound

This paper cites and Zhang, Hao and Gonzalez, Joseph E.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents and Zhang, Hao and Gonzalez, Joseph E

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97e42aa2-bd0f-4e90-b072-10761943d95f · outbound

This paper cites an unresolved cited work.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f0fd84c-a0f9-419f-a5a9-1255a973dfe0 · outbound

This paper cites Qwen2.5 Technical Report.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents Qwen2.5 Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86f1a5b3-f13c-41d4-ac14-8ac71e09c9d1 · outbound

This paper cites 2024 , url=.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents 2024 , url=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bed24dcb-306b-48c2-a850-51490f324a17 · outbound

This paper cites 2024 , url=.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents 2024 , url=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a1b86f5-ad7d-46b9-b450-bd93d7be622d · outbound

This paper cites Educational and Psychological Measurement , volume=.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents Educational and Psychological Measurement , volume=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 867c7751-3940-4ae1-a2de-96157fa811c2 · outbound

This paper cites Psychological Bulletin , volume=.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents Psychological Bulletin , volume=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47fdd92f-e3d1-44d5-87f1-94dc9c1fae40 · outbound

This paper cites 2025 , url=.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents 2025 , url=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d112f79-2203-4d70-a548-42b5ffa4cbb5 · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87137053-b27d-4fad-b167-b37a01310401 · outbound

This paper cites and Zhang, Hao and Stoica, Ion , booktitle=.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents and Zhang, Hao and Stoica, Ion , booktitle=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c065b3d-26d8-4c18-99ee-44b65c15f1dc · outbound

This paper cites 2023 , url=.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents 2023 , url=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96260572-bdae-4ce1-bb7b-16a8894f0708 · outbound

This paper cites 2023 , url=.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents 2023 , url=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28b440d5-65b8-4207-b4e6-cc2d36543edd · outbound

This paper cites 2024 , url=.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents 2024 , url=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d026d882-0cb0-4483-a110-44cd6461a724 · outbound

This paper cites 2024 , url=.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents 2024 , url=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7290a79-2880-4701-93f3-6bf85cb23364 · outbound

This paper cites and Zhang, Hao and Gonzalez, Joseph E.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents and Zhang, Hao and Gonzalez, Joseph E

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84796e9f-cb2f-4007-b60e-c663e031805a · outbound

This paper cites 2026 , howpublished =.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents 2026 , howpublished =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c5d8569-33db-467b-a7ba-41b1d18e3079 · outbound

This paper cites 2025 , month=.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents 2025 , month=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d817d2b-7384-40db-90b2-c7f697f193e6 · outbound

This paper cites The Effect of Sampling Temperature on Problem Solving in Large Language Models.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents The Effect of Sampling Temperature on Problem Solving in Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f14c13c-6d39-44c9-b08d-16a6f6d2c51d · outbound

This paper cites The Good, The Bad, and The Greedy: Evaluation of.

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents The Good, The Bad, and The Greedy: Evaluation of

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-11T15:12:56.011712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 8cf90e24-efa5-44e8-b18a-510e7b202ea8 · inbound

Execution-First Synthetic Tool-Use Trace Generation for LLM Agents cites this paper.

Execution-First Synthetic Tool-Use Trace Generation for LLM Agents ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T12:17:57.244743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.