Pith. sign in

Paper Citation Record · LEDGER

Agent-as-a-Service based on Agent Network

As of 21 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 2 inbound Pith citation observations for arXiv:2505.08446.

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

pith.paper-citation-record.v1
2505.08446 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:59:19.122130Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T13:33:28.292000Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T18:52:35.618911Z

Reference resolution

26 of 26 outbound references displayed

  • verified exact0
  • verified fuzzy6
  • unresolved20
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 710aa158-7443-4f74-8bd2-94353bc996c7 · outbound

This paper cites A Comprehensive Survey on Multi-Agent Cooperative Decision-Making: Scenarios, Approaches, Challenges and Perspectives.

Agent-as-a-Service based on Agent Network A Comprehensive Survey on Multi-Agent Cooperative Decision-Making: Scenarios, Approaches, Challenges and Perspectives

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.021574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.021574Z digest=sha256:fabb348a07cb1803a5f7e0dc4d14b06b463d776cf5225b9f4f2969e849514fa2

Observation 59ad2bcf-8e55-48cc-b2eb-d630ae53214c · outbound

This paper cites A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions.

Agent-as-a-Service based on Agent Network A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.026669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.026669Z digest=sha256:f389105fc06342b9f81553f53eada796d33056ec3b419d800388c418c3dc6fd7

Observation 6341eae7-40a5-4392-a542-fbc24a9583fe · outbound

This paper cites Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions.

Agent-as-a-Service based on Agent Network Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.031236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.031236Z digest=sha256:ca96f4f84ab3ead6b622c7fd8e3eae27e13ddf2287b8cae5315d9643017604d9

Observation b0887d50-172c-4aca-a89d-44dbda288ebd · outbound

This paper cites Model context protocol (mcp): Landscape, security threats, and future research directions, 2025.

Agent-as-a-Service based on Agent Network Model context protocol (mcp): Landscape, security threats, and future research directions, 2025

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:59:19.397954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:59:19.036187Z digest=sha256:56399e2fe2fc0db7126d2f693638fae2a294ac9737ef2b0c2cf6bfede72d5cb3

Observation 19c01daf-108b-4199-bfb9-c62eca7cc94c · outbound

This paper cites an unresolved cited work.

Agent-as-a-Service based on Agent Network Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:59:19.386823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:59:19.041070Z digest=sha256:6403151128997f51e30cf0968342ab20086a09ce73ed8a9d73b49bb13549e3a5

Observation 62d7e382-dc2c-4aa8-a0d0-7e10cef7e3d4 · outbound

This paper cites A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis.

Agent-as-a-Service based on Agent Network A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.045414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.045414Z digest=sha256:48fee2e0c672f85b7ec47b892e88adba7104a6966e55ed8a47f0b39f3d6c8e2b

Observation c58f5fb2-8b10-4fde-9b49-e32ba057c19d · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.

Agent-as-a-Service based on Agent Network Generative agents: Interactive simulacra of human behavior

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.049758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.049758Z digest=sha256:c46f08f5794c696c66af2e8e743cc90b291be3d0bdc249ad7f565a05b2abe759

Observation 270b2777-8f0f-4777-ae1d-18183ada1ef0 · outbound

This paper cites GRUtopia: Dream General Robots in a City at Scale.

Agent-as-a-Service based on Agent Network GRUtopia: Dream General Robots in a City at Scale

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.053309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.053309Z digest=sha256:3a5b2647e6d5175eff4e3d021aefefb5641b1d6a6bae2f653777a2da5b29691a

Observation cbab936b-4b0b-40db-bb77-ee427c25035d · outbound

This paper cites Caven: an embodied conversational agent for efficient audio-visual navigation in noisy environments.

Agent-as-a-Service based on Agent Network Caven: an embodied conversational agent for efficient audio-visual navigation in noisy environments

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:59:19.368663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:59:19.057183Z digest=sha256:a138ae609ad18e19a0a7c4f8693dfc26780499d6817e181dd488461e7e1276b6

Observation 681612ca-6231-4c62-8148-49da9635f583 · outbound

This paper cites ChatDev: Communicative Agents for Software Development.

Agent-as-a-Service based on Agent Network ChatDev: Communicative Agents for Software Development

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.060516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.060516Z digest=sha256:7b4526bc931a581d9cea84044e987c05451755a357098656cec66fd5ea218ddb

Observation 5a7cadb7-31e5-4c6d-a852-445bb291663a · outbound

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

Agent-as-a-Service based on Agent Network Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.065103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.065103Z digest=sha256:b9ccc5f9f177dac69871567d143deb4634e1fe02f7da58a237be1acca9136e08

Observation cf46ba5c-4b58-4286-a3f5-c52c99bee1c6 · outbound

This paper cites User behavior simulation with large language model-based agents.ACM Transactions on Information Systems, 43(2):1–37, 2025.

Agent-as-a-Service based on Agent Network User behavior simulation with large language model-based agents.ACM Transactions on Information Systems, 43(2):1–37, 2025

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.069174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.069174Z digest=sha256:fd77cb918609d2055114fdc4ae221f9f773c0c852560ce44aa6ef5bea786f49f

Observation 721e90ad-a701-43bb-9dd9-fe5f496f75b8 · outbound

This paper cites Alpacafarm: A simulation framework for methods that learn from human feedback.Advances in Neural Information Processing Systems, 36:30039–30069, 2023.

Agent-as-a-Service based on Agent Network Alpacafarm: A simulation framework for methods that learn from human feedback.Advances in Neural Information Processing Systems, 36:30039–30069, 2023

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.072750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.072750Z digest=sha256:8541117153b78619b24cf416ef26ea5039ec709607ed1fddceb3f37a5236d522

Observation f15f41cf-7946-484b-80ef-f8bacae2f722 · outbound

This paper cites Agents4PLC: Automating Closed-loop PLC Code Generation and Verification in Industrial Control Systems using LLM-based Agents.

Agent-as-a-Service based on Agent Network Agents4PLC: Automating Closed-loop PLC Code Generation and Verification in Industrial Control Systems using LLM-based Agents

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.076491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.076491Z digest=sha256:d52f38841bc7bc62d6b76a573f32a9a6b39bc4deda92900fb8c11097b1bc25df

Observation 5ee2731d-0473-4ee8-877a-b71650d63a53 · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

Agent-as-a-Service based on Agent Network MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.081467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.081467Z digest=sha256:11821bb6204be5edb69bce72099d867fa5ab801eab4c4fe0d12a325d301e9938

Observation c137e31a-0e4b-4c1b-a436-7284cc7aafba · outbound

This paper cites Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models.

Agent-as-a-Service based on Agent Network Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.085310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.085310Z digest=sha256:30851f2ae0d76b1ab278f70b3bff53a1e35c532ab22bb314de30fb84b80167b9

Observation 74ef9016-e042-475a-b3e2-1cd8a03b63ec · outbound

This paper cites Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration.

Agent-as-a-Service based on Agent Network Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.089248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.089248Z digest=sha256:09d818834656dfc38eeaf58ad60afde91352521bc4e58c687e1ef0a772af5216

Observation e7c91a10-6fb5-4277-8731-406700e7136d · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

Agent-as-a-Service based on Agent Network ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.093164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.093164Z digest=sha256:537d27fa3713867dfd7bad527cb69026c3726492ef654b6c30fc606273f32551

Observation b77d0e61-1a41-45c0-b97b-f5c1b6b51d14 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022.

Agent-as-a-Service based on Agent Network Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.097051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.097051Z digest=sha256:91da978bd4f77c3531f4c43000c02a1b6ff433eeeca8ff20e9666f1f00fd66a9

Observation 2bf1acab-a024-4fa4-a51a-482582a9ad88 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Agent-as-a-Service based on Agent Network Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.100504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.100504Z digest=sha256:da190550c2589fe24fcd7a48989e15e42e33735cf26618c58820618be635fe36

Observation d68ddd8c-2ba4-4e49-8463-b6e2f4a680dd · outbound

This paper cites React: Synergizing reasoning and acting in language models.

Agent-as-a-Service based on Agent Network React: Synergizing reasoning and acting in language models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.104146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.104146Z digest=sha256:387e5756fddc1bee80352962b790e6f72a453c426880950e1b6ba2b71c499065

Observation 8044e21b-b242-4c73-81cb-4f62bbfc4e10 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652, 2023.

Agent-as-a-Service based on Agent Network Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652, 2023

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-15T21:59:19.107553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:59:19.107553Z digest=sha256:ee8e71d5007c72ca488a319737a7557468241180c001ff43224da5fa49f98164

Observation b1130c40-c26b-41c7-bdc5-d85390925af4 · outbound

This paper cites Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.Advances in Neural Information Processing Systems, 36:38154–38180, 2023.

Agent-as-a-Service based on Agent Network Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.Advances in Neural Information Processing Systems, 36:38154–38180, 2023

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:59:19.323274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:59:19.111059Z digest=sha256:1a829a89ac696f21bcfd148f0437706ed0cfbf30cc7b750a8237c845c2eaf7ec

Observation 02e835bd-37b3-44a0-9e48-c050e12c43a0 · outbound

This paper cites Self-contrast: Better reflection through inconsistent solving perspectives.

Agent-as-a-Service based on Agent Network Self-contrast: Better reflection through inconsistent solving perspectives

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:59:19.311580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:59:19.114634Z digest=sha256:b4203ebcdd223aabf3649cc80b1e548c5faca06f995f49f0ade98e44ff59f1c8

Observation 10eb7220-1eb7-4e87-8b0a-3bd4e4052631 · outbound

This paper cites Chatdev: Communicative agents for software development.

Agent-as-a-Service based on Agent Network Chatdev: Communicative agents for software development

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:59:19.300708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:59:19.118537Z digest=sha256:3ee40e07e9717e094f492bebb40026adefdb0868c89f965909a732eba8d63095

Observation e52a93e8-d65a-4213-b838-c00b8d265ee8 · outbound

This paper cites Gptswarm: Language agents as optimizable graphs.

Agent-as-a-Service based on Agent Network Gptswarm: Language agents as optimizable graphs

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:59:19.289528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:59:19.122130Z digest=sha256:cb010823c6213a30b8f15c4c8d39039f69e1e206a2da1834a0b498fce5b3fbc3

Pith citing papers

Observation d0c0eb42-ad49-4afc-a806-04aaa12dacb2 · inbound

OpenAaaS: An Open Agent-as-a-Service Framework for Distributed Materials-Informatics Research cites this paper.

OpenAaaS: An Open Agent-as-a-Service Framework for Distributed Materials-Informatics Research Agent-as-a-Service based on Agent Network

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:52:35.622593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-14T18:50:27.219978Z digest=sha256:3a4f437f31cdb37ce9856d632c9696afb704c875ba41edc3fd5c246cee509227

Observation b6c1be75-cfb2-4823-a809-82cf3bc77968 · inbound

Agentic Metaverse Services: A New As-a-Service Paradigm cites this paper.

Agentic Metaverse Services: A New As-a-Service Paradigm Agent-as-a-Service based on Agent Network

Reference 31

Resolution
unresolved
no resolver link, observed 2026-07-31T13:33:28.292000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T13:33:28.292000Z digest=sha256:4ef9010dbbb132a6e8e3d21cbac724d0612953c11e23bdc761e6fd1da726b44e