Paper Citation Record · LEDGER

Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2503.01763.

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

pith.paper-citation-record.v1
2503.01763 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:07:15.211168Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T19:17:18.694934Z

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 7014bd2e-460c-4e7f-a7b6-cef93a233258 · inbound

Complete Cyclic Subtask Graphs for Tool-Using LLM Agents: Flexibility, Cost, and Bottlenecks in Multi-Agent Workflows cites this paper.

Complete Cyclic Subtask Graphs for Tool-Using LLM Agents: Flexibility, Cost, and Bottlenecks in Multi-Agent Workflows Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T07:06:52.857377Z

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 36e07b27-076f-4196-8584-e80f908b9f5b · inbound

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

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:05:33.916123Z

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 7dfb1caa-3a67-46cb-a6ee-f03eb3ba4714 · inbound

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

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-07-01T00:45:12.445369Z

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 4ea31ecc-7d2f-484e-84f1-f6ce1ac46986 · inbound

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

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T05:24:47.420184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06f3276b-f920-4f3e-9f87-fc2640f8762c · inbound

SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents cites this paper.

SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:36:07.845804Z

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 735b2ee2-08f2-47f5-8c4a-c2f88c2a9eb6 · inbound

SkillDAG: Self-Evolving Typed Skill Graphs for LLM Skill Selection at Scale cites this paper.

SkillDAG: Self-Evolving Typed Skill Graphs for LLM Skill Selection at Scale Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:46:29.320340Z

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 05684f3d-2b46-4a15-83d1-de57d6894af7 · inbound

Contract2Tool: Learning Preconditions and Effects for Reliable Tool-Augmented LLM Agents cites this paper.

Contract2Tool: Learning Preconditions and Effects for Reliable Tool-Augmented LLM Agents Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-02T19:17:18.696398Z

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 eee7bfb1-ae77-46c7-87bb-629c3b8e1596 · inbound

Field Aware Agent Skill Retrieval cites this paper.

Field Aware Agent Skill Retrieval Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:15.211168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.