Paper Citation Record · LEDGER

What Are Tools Anyway? A Survey from the Language Model Perspective

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2403.15452.

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

pith.paper-citation-record.v1
2403.15452 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:31:35.286404Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T01:17:30.721929Z

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 713f75be-230a-49fc-856d-29b6724ad022 · inbound

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation cites this paper.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation What Are Tools Anyway? A Survey from the Language Model Perspective

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.844383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c126604-f49f-46ae-bd9b-0c6037d77e74 · inbound

CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity Education cites this paper.

CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity Education What Are Tools Anyway? A Survey from the Language Model Perspective

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T19:47:05.451432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70f6df23-82ac-48fd-8278-005d01441b6c · inbound

Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning cites this paper.

Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning What Are Tools Anyway? A Survey from the Language Model Perspective

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T10:31:35.286404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6f10f9a-ee86-490a-8d4b-ad60cb175560 · inbound

RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving cites this paper.

RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving What Are Tools Anyway? A Survey from the Language Model Perspective

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:53:14.720934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37bf353d-fc85-4041-b5ab-6d43d4406c3b · inbound

From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems cites this paper.

From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems What Are Tools Anyway? A Survey from the Language Model Perspective

Reference 190

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:52:16.348892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e258e295-eac8-4a91-b7f9-0b5f4fa36aaf · inbound

Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning cites this paper.

Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning What Are Tools Anyway? A Survey from the Language Model Perspective

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T10:44:07.478602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba4419f9-d08c-41fe-a29e-cb19cbb658c7 · inbound

A Compute-Matched Re-Evaluation of TroVE on MATH cites this paper.

A Compute-Matched Re-Evaluation of TroVE on MATH What Are Tools Anyway? A Survey from the Language Model Perspective

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:19.249623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d057ca37-1ae3-4233-acaa-67e96e7bfc49 · inbound

OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows cites this paper.

OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows What Are Tools Anyway? A Survey from the Language Model Perspective

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T15:46:05.974487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 023b4644-6182-4125-96db-8b8627249765 · inbound

Capability-Aligned Hierarchical Learning for Tool-Augmented LLMs cites this paper.

Capability-Aligned Hierarchical Learning for Tool-Augmented LLMs What Are Tools Anyway? A Survey from the Language Model Perspective

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-03T01:17:30.723351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f2a8a1be-0262-46c9-8c40-da5d80c97324 · inbound

PhoenixRepair: Rethinking Repair Strategy Exploration in Software Agents cites this paper.

PhoenixRepair: Rethinking Repair Strategy Exploration in Software Agents What Are Tools Anyway? A Survey from the Language Model Perspective

Reference 111

Resolution: unresolved; no resolver link, observed 2026-08-01T14:12:01.044829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.