Paper Citation Record · LEDGER

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines

As of 18 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 8 inbound Pith citation observations for arXiv:2507.22606.

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

pith.paper-citation-record.v1
2507.22606 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:34:12.886850Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T11:52:38.797241Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T20:57:34.446889Z

Reference resolution

22 of 22 outbound references displayed

verified exact0
verified fuzzy6
unresolved12
parse uncertain3
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d425c2b5-5b98-4497-a13f-ca75618d8f6b · outbound

This paper cites agents": [ 3 { 4.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines agents": [ 3 { 4

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:34:13.481938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cf5afd5c-70f2-4365-a066-245f28356579 · outbound

This paper cites Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T11:34:11.228261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c8ec4ae-63e7-416b-9be4-3be3bc54315d · outbound

This paper cites Data Interpreter: An LLM Agent For Data Science.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Data Interpreter: An LLM Agent For Data Science

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T11:34:11.334806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 494b8745-b595-4253-a6aa-4839ea60fa61 · outbound

This paper cites Can open an interface.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Can open an interface

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:34:16.696917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 333ba8b5-b88b-4fbf-a7a6-fb316a9aa02a · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T11:34:11.492584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c8105d8-25e3-4015-892a-981cc26b66a2 · outbound

This paper cites EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T11:34:11.652916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3595f7dc-7627-4a22-aa40-71ecfba5f486 · outbound

This paper cites an unresolved cited work.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Unresolved cited work

Reference 8

Resolution: parse uncertain; raw_fallback, observed 2026-08-06T11:34:17.089830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 453faa21-897f-40f9-a40c-1e221ebf36c0 · outbound

This paper cites an unresolved cited work.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:34:16.295569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b9cbc8b9-c45f-483f-98ee-9969dc92f4f2 · outbound

This paper cites an unresolved cited work.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Unresolved cited work

Reference 11

Resolution: parse uncertain; raw_fallback, observed 2026-08-06T11:34:15.906907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 97bc9646-477d-4ab9-9de2-f2ab891ee545 · outbound

This paper cites Can open an interface.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Can open an interface

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:34:15.525333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 23e69cb4-1e40-49f1-b863-e5f2a83b5af7 · outbound

This paper cites an unresolved cited work.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:34:15.127859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation adcef80f-b600-4b4b-8535-0910540161d7 · outbound

This paper cites an unresolved cited work.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:34:14.780721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 30968fa2-006d-4340-b158-b26c5be27688 · outbound

This paper cites Can open an interface.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Can open an interface

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:34:14.575467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 60e9e59c-0dae-4947-912a-e039cba0786a · outbound

This paper cites an unresolved cited work.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:34:14.386905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 156c2c8e-24e3-4993-8ddc-b349d0df4bfb · outbound

This paper cites an unresolved cited work.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Unresolved cited work

Reference 17

Resolution: parse uncertain; raw_fallback, observed 2026-08-06T11:34:14.226225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6a32772c-8a38-4fad-87d4-5e95d69f4c23 · outbound

This paper cites Can open an interface.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Can open an interface

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:34:14.076707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 13816538-026a-4520-a54c-cf7b703e6877 · outbound

This paper cites an unresolved cited work.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:34:13.931938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fdfae67e-4aed-4457-90b3-7863f6d98006 · outbound

This paper cites an unresolved cited work.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:34:13.793487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bc4eea62-35ce-426e-bfd1-152d81225651 · outbound

This paper cites Evaluation Criteria for Software Development Tasks C.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Evaluation Criteria for Software Development Tasks C

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:34:13.626340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f10b8bc2-b7b0-43e2-907b-ba817a748d44 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T11:34:11.555729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5b5a0b3-f867-4d44-8182-8c4620514379 · outbound

This paper cites Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T11:34:11.139875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fb395d0-f90a-4725-b2c6-fbdacad245aa · outbound

This paper cites URL https: //doi.org/10.1145/568438.568455.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines URL https: //doi.org/10.1145/568438.568455

Reference 5700

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T11:34:13.295276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation f1efe0d7-140a-4a16-8292-f650d77b98bb · inbound

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory cites this paper.

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines

Reference 79

Resolution: verified exact; arxiv_id, observed 2026-05-14T23:13:16.395962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b0107123-9b9f-47a5-a613-f6e86e55c362 · inbound

Structure Matters: Evaluating Multi-Agents Orchestration in Generative Therapeutic Chatbots cites this paper.

Structure Matters: Evaluating Multi-Agents Orchestration in Generative Therapeutic Chatbots MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:00:12.745498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2a0a09bb-037a-4731-b08e-cd3217b20948 · inbound

EvoMAS: Learning Execution-Time Workflows for Multi-Agent Systems cites this paper.

EvoMAS: Learning Execution-Time Workflows for Multi-Agent Systems MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:36:34.676683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 266b2e84-88ac-4f66-b9e6-f7094acde2e0 · inbound

TacoMAS: Test-Time Co-Evolution of Topology and Capability in LLM-based Multi-Agent Systems cites this paper.

TacoMAS: Test-Time Co-Evolution of Topology and Capability in LLM-based Multi-Agent Systems MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:51:24.419953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d72ced5a-e759-47c3-975a-0fc9f1223bca · inbound

The Illusion of Multi-Agent Advantage cites this paper.

The Illusion of Multi-Agent Advantage MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines

Reference 43

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T14:58:33.591023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d95dc51a-1ab4-412d-a391-418669950e9d · inbound

When Agents Go Rogue: Activation-Based Detection of Malicious Behaviors in Multi-Agent Systems cites this paper.

When Agents Go Rogue: Activation-Based Detection of Malicious Behaviors in Multi-Agent Systems MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines

Reference 73

Resolution: verified exact; local_arxiv, observed 2026-07-10T20:57:34.461963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 48dd5179-f903-48c3-a372-66a6f2ec0c71 · inbound

Trajectory-Aware Retrieval Agents for Temporal Decision- Making cites this paper.

Trajectory-Aware Retrieval Agents for Temporal Decision- Making MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-02T08:18:47.992692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afefd4bc-b631-4e2e-8542-ae60cf21b6a6 · inbound

ProcAgent: An Agentic Framework for Procedural Task Guidance on Edge with Human-in-the-Loop cites this paper.

ProcAgent: An Agentic Framework for Procedural Task Guidance on Edge with Human-in-the-Loop MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T11:52:38.797241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.