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Paper Citation Record · LEDGER

ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2501.02506.

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

pith.paper-citation-record.v1
2501.02506 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T13:31:24.580312Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T00:24:04.359520Z

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 24210e9a-d7d7-461d-a99c-9ee9836c186b · inbound

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning cites this paper.

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-03T13:12:19.731725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:12:19.731725Z digest=sha256:72f31ce0c304b0a02d655bda6bf89d6fd390700c72191ca40845201f64ebf34d

Observation 63a50374-e17d-40d6-86a0-974729be4e68 · inbound

Memory-Induced Tool-Drift in LLM Agents cites this paper.

Memory-Induced Tool-Drift in LLM Agents ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-06-30T00:24:04.360958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-06-30T00:14:36.908022Z digest=sha256:1ccbd9056f7203b919c558878dcbe29951e90c73dd85549fb602bf787cc44c20

Observation 6a6f8bb9-a148-4060-95ac-01df7e005d38 · inbound

From Simple QA to Deep Research: A Verifiable Benchmark Constructed through Iterative Task Evolution cites this paper.

From Simple QA to Deep Research: A Verifiable Benchmark Constructed through Iterative Task Evolution ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-04T13:31:24.580312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T13:31:24.580312Z digest=sha256:1c855d2cb2024f53324f005ec11aeeffebff72afd546ff90ad4260ed98acd902