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Paper Citation Record · LEDGER

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things

As of 23 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 2 inbound Pith citation observations for arXiv:2501.00906.

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

pith.paper-citation-record.v1
2501.00906 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:42:00.914112Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:05:22.446088Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

44 of 44 outbound references displayed

  • verified exact5
  • verified fuzzy5
  • unresolved32
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 73ae497b-5651-4b17-8703-b53a5ba32d80 · outbound

This paper cites Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:42:01.729568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T22:42:00.741496Z digest=sha256:6ae3ab4ed24e637e2f82ed3fbd3af06aeee3e1f0dc2f95aa4290b0c574c7db92

Observation 80249c92-0408-477f-a1a0-092fe347c53b · outbound

This paper cites an unresolved cited work.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Unresolved cited work

Reference 2

Resolution
metadata mismatch
raw_fallback, observed 2026-08-10T22:42:01.714529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T22:42:00.746577Z digest=sha256:8f06eb8ccd9eabb163717e19b3c03d01f6474b1828d240b6ed45e4f4f7171994

Observation f2a3d29c-e46b-4c65-8442-705db6f39dc6 · outbound

This paper cites Rosendo, et al., Distributed intelligence on the edge-to-cloud continuum: A systematic literature review, Journal of Parallel and Distributed Computing 166 (2022) 71–94.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Rosendo, et al., Distributed intelligence on the edge-to-cloud continuum: A systematic literature review, Journal of Parallel and Distributed Computing 166 (2022) 71–94

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:42:01.826786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T22:42:00.750912Z digest=sha256:f8fba0ac6a265305d15a80279d4447c4c4b6bb9af4c293d0b8c15fb99c0c1001

Observation cc1fe89c-4c3a-402c-8e3b-318fa2ba5556 · outbound

This paper cites A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:42:01.631178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T22:42:00.755337Z digest=sha256:47bc2c515e33aa9474709077298c7158796c3e538883ea1c796554a3cf80e4b2

Observation ba4324df-ea5f-4a23-a78a-17ee818ba07d · outbound

This paper cites Satyanarayanan, The emergence of edge computing, Computer 50 (1) (2017) 30–39.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Satyanarayanan, The emergence of edge computing, Computer 50 (1) (2017) 30–39

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.759724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.759724Z digest=sha256:0b0e4630ce1a3b6af0c6ddfede06bd7558cfffeb3332100bda810b55c0643fd0

Observation c6184cac-1c5a-4066-b9b8-ebef10ff79f5 · outbound

This paper cites an unresolved cited work.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:42:01.816641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T22:42:00.764629Z digest=sha256:b17a8a7f1ac75a597f313ae7aa7be9e216ecb3482299096afd5aaca343bc3f64

Observation efb10972-4b81-4a60-9633-7deb0cde9ba7 · outbound

This paper cites Tarkoma, Publish / Subscribe Systems: Design and Principles, Wiley Series on Communications Networking & Distributed Systems, Wiley, 2012.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Tarkoma, Publish / Subscribe Systems: Design and Principles, Wiley Series on Communications Networking & Distributed Systems, Wiley, 2012

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:42:01.806022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T22:42:00.768574Z digest=sha256:107dbc0e09a3b03a8beaa5d92e677b25d97d9f531a5ba828122d6b3be2c5332d

Observation 60eb5bec-3fd3-4308-8ba4-b6190827963b · outbound

This paper cites Carzaniga, et al., Design and evaluation of a wide-area event notification service, ACM Trans.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Carzaniga, et al., Design and evaluation of a wide-area event notification service, ACM Trans

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:42:01.796042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T22:42:00.772791Z digest=sha256:98c4abb176bea18619e4e75cca4c7b42086c01d5d51a33b16dd7d96e31a2a92c

Observation 2329b6f9-ec2d-4764-af11-7cf5fa75b3da · outbound

This paper cites Team, Mqtt publish/subscribe architecture (pub/sub) - mqtt essentials: Part 2 (Jan 2015).

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Team, Mqtt publish/subscribe architecture (pub/sub) - mqtt essentials: Part 2 (Jan 2015)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:42:01.786736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T22:42:00.776643Z digest=sha256:d847efb255dca8d13bb15db024548204ed84df74c1cd91410e7f1b12b1b53ed2

Observation bd52b4ee-cd20-4104-b513-b4be4875c441 · outbound

This paper cites Towards Message Brokers for Generative AI: Survey, Challenges, and Opportunities.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Towards Message Brokers for Generative AI: Survey, Challenges, and Opportunities

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:42:01.604201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T22:42:00.780362Z digest=sha256:2666e943b9ff6d4b17e6092bc07a6ae97bd4930306a17c7fcba1d06ec1b8d34a

Observation 91b32d83-4aa3-4c5d-812a-74d79c85bdeb · outbound

This paper cites an unresolved cited work.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:42:01.776553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T22:42:00.785075Z digest=sha256:bf044cf446bb0e41c920808410669857b4a4af9dad8cac9e8329331964fd796f

Observation 2d5cd8b4-296a-41bb-bb75-f423459318e1 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things LLaMA: Open and Efficient Foundation Language Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.789253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.789253Z digest=sha256:9b6d450851d0e3fe993acff2675cb2917665250a86c31b780e31de7543cd7ae2

Observation 233957e9-863a-4524-b69d-dd625db717b0 · outbound

This paper cites Emergent Abilities of Large Language Models.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Emergent Abilities of Large Language Models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.793374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.793374Z digest=sha256:ba6501d3b1dda0c2d76db7bf4ae0584ce124e6f78ee2200c3498a2ccb9bd1991

Observation f3847d3a-5372-4e8e-bfd6-2ad3d4af0560 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.797572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.797572Z digest=sha256:42ca26ed9294c8720443ce6e008034bbb148fa67bbb06ec6a6238dadceb52f9c

Observation da62d498-ac06-4675-a42d-3734ed9b4357 · outbound

This paper cites ChatGPT: Applications, Opportunities, and Threats.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things ChatGPT: Applications, Opportunities, and Threats

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.801257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.801257Z digest=sha256:6ded505085ccf9910148b5b54696c820a53d11dfa89447016bf4a38ac65a1673

Observation 624aba2b-7bf9-4b35-b78b-874e7698e36a · outbound

This paper cites PaLM 2 Technical Report.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things PaLM 2 Technical Report

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.805378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.805378Z digest=sha256:992900ba61b19e01b57ab2e6bf769f3ea80229cdde2710d8b8dd9a89e99f7408

Observation dbf46002-c121-475f-a593-d7c750b21885 · outbound

This paper cites Towards an Understanding of Large Language Models in Software Engineering Tasks.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Towards an Understanding of Large Language Models in Software Engineering Tasks

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.809543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.809543Z digest=sha256:55309b0da779503da378bb25e907838bd435227e09004b135fe3fc7d694c6848

Observation 9be8644b-78f0-45a4-bb38-16b0f47e00cb · outbound

This paper cites Attention Is All You Need.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Attention Is All You Need

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.813554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.813554Z digest=sha256:f415ebf802a9b19acc9ad0f0135d91d118c8f12c77f272e1725b536c864ba152

Observation 90415e54-6a63-4f90-9a57-bfa26a97cda6 · outbound

This paper cites an unresolved cited work.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.817216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.817216Z digest=sha256:77c7f4b8e3797b2518530a8f83f719c7824e53ee093417dde9b16680ab48925c

Observation 53869bab-d8ed-4ad7-b386-f87106dd9ba3 · outbound

This paper cites Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.820933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.820933Z digest=sha256:6d583b592b7cfb220815ff53ce2433407787b2aeb1d3e1ce5626053d173ac12e

Observation 3244a463-5113-4a85-ac1c-a931411c3e73 · outbound

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

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.825567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.825567Z digest=sha256:c48d13ef4516ef0c8810316a49936d23fb5f2369d1f26f9b11414ab9cb982eb4

Observation 8939bbcc-9db9-4144-9f5f-c2ff7ea92d41 · outbound

This paper cites Wason, P.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Wason, P

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:42:01.765860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T22:42:00.829445Z digest=sha256:3fb923ee06a05fb373676b46477b11e0c9df05de2ee30ffec1436492ff39758f

Observation 9e4f5205-6ec6-423f-af1a-52c0085d8475 · outbound

This paper cites an unresolved cited work.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:42:01.754222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T22:42:00.836506Z digest=sha256:c98658fe59f6220adf6b0ffca865b6281ca27f0167e7d5c2a4c24c5e13f57b9e

Observation e3dc1321-4f1e-4da5-b9ca-1234d79fcba2 · outbound

This paper cites Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.840442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.840442Z digest=sha256:21679d4abbcb1f69275595c8aba809c5fee75687bb4539d25581743a05865901

Observation 5bbb0158-3d74-4fec-a9cc-aa9607608165 · outbound

This paper cites Topsakal, T.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Topsakal, T

Reference 25

Resolution
malformed identifier
raw_fallback, observed 2026-08-10T22:42:01.743005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T22:42:00.843881Z digest=sha256:e55b02a0e6fe96b66b1bfb1470dff753b793218b9dc803c99f1aaa3b119e2511

Observation 559688a7-85a1-44b9-bff4-72cf68b57ebf · outbound

This paper cites Nascimento, P.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Nascimento, P

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.846783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.846783Z digest=sha256:a79fd0b3585538798ba614fb2f7cbb6ab1b1c33745136138cf60dbaeb8268b3d

Observation 0a41472e-0c9c-4347-9aed-49da5d8d91c0 · outbound

This paper cites LLM Harmony: Multi-Agent Communication for Problem Solving.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things LLM Harmony: Multi-Agent Communication for Problem Solving

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.850235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.850235Z digest=sha256:4b1b7fc37e0e9b8abfeb09baf9beb181cec593016289bb1d1fd1a9975e49e4b0

Observation 509e692e-fba1-4d9e-a118-b0192211304f · outbound

This paper cites CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.854054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.854054Z digest=sha256:361b09cb01304888bb2359df1564d7e870fe4c4b1196accd06739c3b563047b2

Observation 32784532-84aa-4653-af3b-dca567afbc96 · outbound

This paper cites AgentCoord: Visually Exploring Coordination Strategy for LLM-based Multi-Agent Collaboration.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things AgentCoord: Visually Exploring Coordination Strategy for LLM-based Multi-Agent Collaboration

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.858426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.858426Z digest=sha256:778116e97f8a9899bb27f7ef2af88b45e59cb8d787399e5ae4f7a1054e8fef46

Observation 0791161c-d998-4c24-a93a-e1619ddc33f6 · outbound

This paper cites AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.862526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.862526Z digest=sha256:d8d7ab9a4e451223c5402780f8f4ce0df5190225698285d76adb50ca93d75d15

Observation 01982876-ead6-48d6-9a28-c42102884d6f · outbound

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

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.866184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.866184Z digest=sha256:9556e2e4a81e6e7351ffe586b7c889da05bbd7df8926ca1ccb3f1841fa6eb192

Observation 44ff3e27-67e2-410b-99dd-96fdc948ec03 · outbound

This paper cites ChatDev: Communicative Agents for Software Development.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things ChatDev: Communicative Agents for Software Development

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.870210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.870210Z digest=sha256:65824b0f0bd9697a3b0a9fadd831b1605e922f07a22066230a06d2b2870a7130

Observation f95d939d-1892-4984-a459-508aa068468e · outbound

This paper cites Feldt, S.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Feldt, S

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.874107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.874107Z digest=sha256:77dccef3b304581adeb2718d9746a8d4d5e94f3e0b1e9ebb04e3ec97c34738cc

Observation 06f884f1-5094-4df3-9af5-8fab4320b431 · outbound

This paper cites Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.877877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:42:00.877877Z digest=sha256:61faaef2004c2ad10f19054e83abad2b4228db3cb16402bae2677cf9745a9dc7

Observation 9f487ff2-e124-4875-ba1d-5443a4ce3cb3 · outbound

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

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-10T22:42:00.881766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3f0c0418-6f1c-4419-92c9-e4079493b433 · outbound

This paper cites Large Language Models for Robotics: Opportunities, Challenges, and Perspectives.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Large Language Models for Robotics: Opportunities, Challenges, and Perspectives

Reference 36

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Observation e855ea75-2e4b-4b66-98c4-8914d8aea0f5 · outbound

This paper cites LLM-based Robot Task Planning with Exceptional Handling for General Purpose Service Robots.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things LLM-based Robot Task Planning with Exceptional Handling for General Purpose Service Robots

Reference 37

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Observation 2eddc497-bdc7-4814-9f90-9f8633b5e7ca · outbound

This paper cites SMART-LLM: Smart Multi-Agent Robot Task Planning using Large Language Models.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things SMART-LLM: Smart Multi-Agent Robot Task Planning using Large Language Models

Reference 38

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Observation b278aa1f-3804-45a6-b944-142f1d2fa3e0 · outbound

This paper cites The helium spread in the Globular cluster 47 Tuc.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things The helium spread in the Globular cluster 47 Tuc

Reference 39

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 634bdf51-d5b0-449d-b978-35b1e13ce0d1 · outbound

This paper cites Large Language Models meet Network Slicing Management and Orchestration.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Large Language Models meet Network Slicing Management and Orchestration

Reference 40

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Observation d577ae0e-8c41-4281-9d2a-d844177c9db9 · outbound

This paper cites an unresolved cited work.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Unresolved cited work

Reference 41

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 647ba999-7ada-487f-a75d-f0ef94a96111 · outbound

This paper cites How Can AI be Distributed in the Computing Continuum? Introducing the Neural Pub/Sub Paradigm.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things How Can AI be Distributed in the Computing Continuum? Introducing the Neural Pub/Sub Paradigm

Reference 42

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Observation f9f875ee-c55a-496d-b89c-e00d23a82827 · outbound

This paper cites Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models.

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models

Reference 43

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Observation 4c58cac5-8fea-4c72-8085-665a4dd05141 · outbound

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Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Unresolved cited work

Reference 1573

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Pith citing papers

Observation 71d428e4-bdcb-4ab9-8b79-50270f9653c2 · inbound

From Virtual Agents to Robot Teams: A Multi-Robot Framework Evaluation in High-Stakes Healthcare Context cites this paper.

From Virtual Agents to Robot Teams: A Multi-Robot Framework Evaluation in High-Stakes Healthcare Context Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things

Reference 42

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Observation 1f8ff860-8c5c-4757-8cae-559cdab8ceb6 · inbound

Survey of LLM Agent Communication with MCP: A Software Design Pattern Centric Review cites this paper.

Survey of LLM Agent Communication with MCP: A Software Design Pattern Centric Review Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things

Reference 25

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arxiv_id, observed 2026-05-25T08:35:31.913427Z

Source-reported events for the cited work

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