Pith. sign in

Paper Citation Record · LEDGER

Unified Tool Integration for LLMs: A Protocol-Agnostic Approach to Function Calling

As of 9 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 4 inbound Pith citation observations for arXiv:2508.02979.

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

pith.paper-citation-record.v1
2508.02979 v1

Coverage vector

measured 6 of 6 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:51:01.004943Z

measured 10 of 10 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T14:08:21.057578Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T14:18:22.509816Z

Reference resolution

6 of 6 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b18ee1ad-ade1-4de7-9a35-9c273f8af5dc · outbound

This paper cites A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP).

Unified Tool Integration for LLMs: A Protocol-Agnostic Approach to Function Calling A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP)

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T04:51:00.443262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:51:00.443262Z digest=sha256:539ff45fa0e4a55f49714abbccfe76ea5b8af87730032d74cba62c1c1e00ddad

Observation a484a8f1-47b4-4300-9204-a8d25ced0428 · outbound

This paper cites Tool Learning with Foundation Models.

Unified Tool Integration for LLMs: A Protocol-Agnostic Approach to Function Calling Tool Learning with Foundation Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T04:51:00.547669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:51:00.547669Z digest=sha256:f3d50005b991ff97aa77bc154d19d3959b05964a1b41b86a17506a49b0bf5d2d

Observation 14a1fd83-76a1-4a87-a320-3362235e0945 · outbound

This paper cites In Proceedings of the ACM on Web Conference 2025 , 2222–.

Unified Tool Integration for LLMs: A Protocol-Agnostic Approach to Function Calling In Proceedings of the ACM on Web Conference 2025 , 2222–

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:51:01.392377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T04:51:00.849446Z digest=sha256:6b56ab0f67ec900e1bf7844d85fb0259334492009c3cc2568150fdee6d907002

Observation 5ac9712b-dec2-490a-ab39-b76cf428c3fc · outbound

This paper cites A Survey of AI Agent Protocols.

Unified Tool Integration for LLMs: A Protocol-Agnostic Approach to Function Calling A Survey of AI Agent Protocols

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T04:51:01.004943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:51:01.004943Z digest=sha256:96a73ce61629c7d6387bd8cef73566bdd2b40c601ecbf03a1897d82058a17e0e

Observation 9eb8ce87-4fc7-459b-b00b-fa0545495587 · outbound

This paper cites LLM With Tools: A Survey.

Unified Tool Integration for LLMs: A Protocol-Agnostic Approach to Function Calling LLM With Tools: A Survey

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T04:51:00.713429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:51:00.713429Z digest=sha256:95df6e0f1622a39cabc05c3283d2fb1354e50ffbf17929764e5d047d79299288

Observation 83a759ce-0b8f-47ba-9e28-d31163f1e5c4 · outbound

This paper cites arXiv preprint arXiv:2504.08999.

Unified Tool Integration for LLMs: A Protocol-Agnostic Approach to Function Calling arXiv preprint arXiv:2504.08999

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-06T04:51:00.338414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:51:00.338414Z digest=sha256:d9ca707295e2deb64799bfe109c2d69ad787ad3d58915c92cd873d1d7fcb1d29

Pith citing papers

Observation 5af22d0b-5b52-45d0-8f14-3339bcefcbe3 · inbound

Both Ends Count! Just How Good are LLM Agents at "Text-to-Big SQL"? cites this paper.

Both Ends Count! Just How Good are LLM Agents at "Text-to-Big SQL"? Unified Tool Integration for LLMs: A Protocol-Agnostic Approach to Function Calling

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-15T19:56:33.566735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:52:53.443887Z digest=sha256:6fc95c233eee45fa82ef7d1c51675e83ba68a53e900649671b109d01cca70de2

Observation 8b229ad1-565f-464c-89e7-13e3e1e30ae8 · inbound

SelfHeal: Empirical Fix Pattern Analysis and Bug Repair in LLM Agents cites this paper.

SelfHeal: Empirical Fix Pattern Analysis and Bug Repair in LLM Agents Unified Tool Integration for LLMs: A Protocol-Agnostic Approach to Function Calling

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:33:41.986336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T05:13:47.582503Z digest=sha256:c0adb6f0813b8646156836c0d31bcfb52641aedb951b726012cfd132bb8f4f9a

Observation c323ccd9-c6c7-45b2-9c93-9b5545ecf54a · inbound

Rethinking Complexity Metrics for LLM-Integrated Applications: Beyond Source Code cites this paper.

Rethinking Complexity Metrics for LLM-Integrated Applications: Beyond Source Code Unified Tool Integration for LLMs: A Protocol-Agnostic Approach to Function Calling

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-07-03T14:18:22.511225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T14:12:56.873452Z digest=sha256:d23d21675800f1d75ab5b948a29587c9017ffc74cfb41468b7d2b59978b2eded

Observation 95e27a1b-68ae-40e5-9d55-b51be1fbda03 · inbound

A Large-Scale Dataset of MCP Implementations on GitHub cites this paper.

A Large-Scale Dataset of MCP Implementations on GitHub Unified Tool Integration for LLMs: A Protocol-Agnostic Approach to Function Calling

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-14T14:08:21.057578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-14T14:08:21.057578Z digest=sha256:ef1b512e4945d7c81c9ce5deaef3a87b3dd683b0db1b16234f6bdc899fd5e3a9