Paper Citation Record · LEDGER

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses

As of 24 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 3 inbound Pith citation observations for arXiv:2505.12710.

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

pith.paper-citation-record.v1
2505.12710 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:34:12.841618Z

measured 51 of 51 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:50:02.668159Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T01:16:41.175809Z

Reference resolution

48 of 48 outbound references displayed

verified exact2
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b0db3e70-4e3b-4fd2-bda5-c620411999e7 · outbound

This paper cites When Internet of Things meets metaverse: Convergence of physical and cyber worlds,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses When Internet of Things meets metaverse: Convergence of physical and cyber worlds,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:34:13.514234Z

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Observation 46ec26d3-1843-4dd3-808f-7418d8e8dca8 · outbound

This paper cites A full dive into realizing the edge- enabled metaverse: Visions, enabling technologies, and challenges,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses A full dive into realizing the edge- enabled metaverse: Visions, enabling technologies, and challenges,

Reference 2

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Observation 7895660d-e649-4bce-aa8f-85be670b3afd · outbound

This paper cites Generative AI-empowered effective physical-virtual synchronization in the vehicular metaverse,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Generative AI-empowered effective physical-virtual synchronization in the vehicular metaverse,

Reference 3

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Observation e13ecdb0-9c98-4712-9660-c73364933c6b · outbound

This paper cites Beyond reality: The pivotal role of generative AI in the metaverse,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Beyond reality: The pivotal role of generative AI in the metaverse,

Reference 4

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Observation cb1b60fb-21e0-4d03-96c7-3be70e54f9cf · outbound

This paper cites Generative AI-empowered simulation for autonomous driving in vehicular mixed reality metaverses,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Generative AI-empowered simulation for autonomous driving in vehicular mixed reality metaverses,

Reference 5

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Observation de0f7538-c10d-4739-b511-17e11f367611 · outbound

This paper cites The rise and potential of Large Language Model based agents: A Survey,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses The rise and potential of Large Language Model based agents: A Survey,

Reference 6

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Observation 200b4378-fc6a-41d3-be15-a9241a0cadf9 · outbound

This paper cites Cogagent: A visual language model for GUI agents,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Cogagent: A visual language model for GUI agents,

Reference 7

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Observation bf7faadb-4e68-4783-b443-ba491d616015 · outbound

This paper cites UA V-assisted dynamic avatar task migration for vehicular metaverse services: A multi-agent deep reinforcement learning approach,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses UA V-assisted dynamic avatar task migration for vehicular metaverse services: A multi-agent deep reinforcement learning approach,

Reference 8

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Observation bb3d5abf-6618-42e3-866d-ba2f9437d18a · outbound

This paper cites Multi-agent deep reinforcement learning for dynamic avatar migration in AIoT-enabled vehicular metaverses with trajectory prediction,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Multi-agent deep reinforcement learning for dynamic avatar migration in AIoT-enabled vehicular metaverses with trajectory prediction,

Reference 9

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Observation 0074ad55-6a93-41da-ac12-9142adacaa8b · outbound

This paper cites When moving target defense meets attack prediction in digital twins: A convolutional and hierarchical reinforcement learning approach,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses When moving target defense meets attack prediction in digital twins: A convolutional and hierarchical reinforcement learning approach,

Reference 10

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Observation 0c9caf60-be94-47a2-a634-6fb8fe45584b · outbound

This paper cites Toward Proactive and Efficient DDoS Mitigation in IIoT Systems: A Moving Target De- fense Approach,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Toward Proactive and Efficient DDoS Mitigation in IIoT Systems: A Moving Target De- fense Approach,

Reference 11

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Observation 8f0d0be9-d4e0-43a7-b964-92880381f809 · outbound

This paper cites A Survey of Moving Target Defenses for Network Security,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses A Survey of Moving Target Defenses for Network Security,

Reference 12

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Observation 8d57a34c-59ad-4dd7-9ee3-7019c4fa24ad · outbound

This paper cites Trust mechanism-based multi-tier computing system for service-oriented edge-cloud networks,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Trust mechanism-based multi-tier computing system for service-oriented edge-cloud networks,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:34:13.381608Z

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Observation 81e42173-1530-413b-a096-4b989fe41eb8 · outbound

This paper cites Hybrid-Generative Diffusion Models for Attack-Oriented Twin Migration in Vehicular Metaverses.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Hybrid-Generative Diffusion Models for Attack-Oriented Twin Migration in Vehicular Metaverses

Reference 14

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Observation 2fd8b589-5197-42ab-ad3d-a750c708d76c · outbound

This paper cites Enhancing trust and security in the vehicular metaverse: A reputation-based mechanism for participants with moral hazard,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Enhancing trust and security in the vehicular metaverse: A reputation-based mechanism for participants with moral hazard,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:34:13.370017Z

Source-reported events for the cited work

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Observation 4730a465-7807-4986-b515-922917d8133b · outbound

This paper cites Blockchain-assisted twin migration for vehicular metaverses: A game theory approach,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Blockchain-assisted twin migration for vehicular metaverses: A game theory approach,

Reference 16

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Source-reported events for the cited work

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Observation 51e566fa-9170-4a06-aa28-f2f4b67bc825 · outbound

This paper cites Enhancing deep reinforcement learning: A tutorial on generative diffusion models in network optimization,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Enhancing deep reinforcement learning: A tutorial on generative diffusion models in network optimization,

Reference 17

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Observation f9c64d43-fd4f-4d0d-b8b0-8eade31c6580 · outbound

This paper cites Diffusion-based reinforcement learning for edge-enabled AI-generated content services,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Diffusion-based reinforcement learning for edge-enabled AI-generated content services,

Reference 18

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Observation 73f9eece-b8dc-40aa-b518-5f109c87921c · outbound

This paper cites Exploring collaborative distributed diffusion-based AI- generated content (AIGC) in wireless networks,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Exploring collaborative distributed diffusion-based AI- generated content (AIGC) in wireless networks,

Reference 19

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Observation 75e1f4e5-330c-433d-adc7-c9678307151a · outbound

This paper cites Learning a Diffusion Model Policy from Rewards via Q-Score Matching,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Learning a Diffusion Model Policy from Rewards via Q-Score Matching,

Reference 20

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Observation 8c851e03-0522-4e20-bb41-f8afb8eb366f · outbound

This paper cites The metaverse: Survey, trends, novel pipeline ecosystem & future directions,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses The metaverse: Survey, trends, novel pipeline ecosystem & future directions,

Reference 21

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Observation 572cd670-9a31-4352-a973-da8c70bef1d0 · outbound

This paper cites Metaverse beyond the hype: Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Metaverse beyond the hype: Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy,

Reference 22

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Observation 808e9650-e0b8-4761-96e4-eaf322ee0691 · outbound

This paper cites Mobility AI Agents and Networks,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Mobility AI Agents and Networks,

Reference 23

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This paper cites Arti- ficial intelligence powered Metaverse: analysis, challenges and future perspectives,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Arti- ficial intelligence powered Metaverse: analysis, challenges and future perspectives,

Reference 24

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Observation fd971e3a-1d92-4455-94e8-98dba85896c8 · outbound

This paper cites Defending Against Network Attacks for Secure AI Agent Migration in Vehicular Metaverses.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Defending Against Network Attacks for Secure AI Agent Migration in Vehicular Metaverses

Reference 25

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Observation 5bc216c6-af1d-44b8-bcb3-8b861f3a4b80 · outbound

This paper cites Task freshness-aware incentive mechanism for vehicle twin migration in vehicular metaverses,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Task freshness-aware incentive mechanism for vehicle twin migration in vehicular metaverses,

Reference 26

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Observation 67c34dc0-040b-47db-a729-cfafd9130106 · outbound

This paper cites Generative Diffusion-Based Contract Design for Efficient AI Twin Migration in Vehicular Embodied AI Networks,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Generative Diffusion-Based Contract Design for Efficient AI Twin Migration in Vehicular Embodied AI Networks,

Reference 27

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Observation 982ead61-46b5-45ca-9095-de6a8a093add · outbound

This paper cites Metaslicing: A novel resource allocation framework for metaverse,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Metaslicing: A novel resource allocation framework for metaverse,

Reference 28

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Observation 8ea599ec-5b0e-4bd9-854e-80780f20848b · outbound

This paper cites When Metaverses Meet Vehicle Road Cooperation: Multiagent DRL-Based Stackelberg Game for Vehicular Twins Migration,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses When Metaverses Meet Vehicle Road Cooperation: Multiagent DRL-Based Stackelberg Game for Vehicular Twins Migration,

Reference 29

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Privacy attacks and defenses for digital twin migrations in vehicular metaverses,

Reference 30

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Diffusion Actor- Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning,

Reference 32

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Policy Representation via Diffusion Probability Model for Reinforcement Learning

Reference 33

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization,

Reference 34

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Diffusion Actor-Critic with entropy regulator,

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Collaborative sensing in Internet of Things: A comprehensive survey,

Reference 36

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Deep reinforcement learning for dy- namic uplink/downlink resource allocation in high mobility 5G HetNet,

Reference 37

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Communication in the presence of noise,

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses A game-theoretical approach for mitigating edge DDoS attack,

Reference 39

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Observation 85a4b2df-7a02-4e75-89e9-c334465e69d3 · outbound

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses How to mitigate DDoS intelligently in SD-IoV: A moving target defense approach,

Reference 40

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Observation 557a4523-2a9f-4369-be72-3cbf4f95b255 · outbound

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Trust value evaluation of cloud service providers using fuzzy inference based analytical process,

Reference 41

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Observation 96b3cbf7-a981-474e-90d7-dae7fa1fcb5f · outbound

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses The theory of planned behavior,

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Design and evaluation of a novel hierarchical trust assessment approach for vehicular networks,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:34:12.970254Z

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Observation 10e12b80-1223-41ad-a269-d35daf57ada1 · outbound

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Marginal Policy Gradients: A Unified Family of Estimators for Bounded Action Spaces with Applications

Reference 44

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Observation d28f0d40-e643-4f41-9b8a-ab9b06208b12 · outbound

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Reparameterized policy learning for multimodal trajectory optimization,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:34:12.959398Z

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Observation b75fc26f-e06b-4c57-bad8-23c9878534ad · outbound

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Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Denoising Diffusion Probabilistic Models,

Reference 46

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Observation a4bb14d6-13da-4449-ada5-26d1dcb47dbd · outbound

This paper cites Learning multimodal behaviors from scratch with diffusion policy gradient,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Learning multimodal behaviors from scratch with diffusion policy gradient,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:34:12.942403Z

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Observation afdac6d2-81f3-42f9-9e9f-01b96228f526 · outbound

This paper cites Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Pro- tein Design,.

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Pro- tein Design,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:34:12.931574Z

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Pith citing papers

Observation 760b1826-ecbd-4659-9330-86540ae04214 · inbound

HybridRAG-based LLM Agents for Low-Carbon Optimization in Low-Altitude Economy Networks cites this paper.

HybridRAG-based LLM Agents for Low-Carbon Optimization in Low-Altitude Economy Networks Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T23:50:02.668159Z

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Observation e0524cec-81d3-406c-b8fa-4f7eb71497dc · inbound

RadioDiff-3D: A 3D$\times$3D Radio Map Dataset and Generative Diffusion Based Benchmark for 6G Environment-Aware Communication cites this paper.

RadioDiff-3D: A 3D$\times$3D Radio Map Dataset and Generative Diffusion Based Benchmark for 6G Environment-Aware Communication Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T16:57:34.945241Z

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Observation 7d44bc57-7f1f-48e0-81bd-f599c8a9b2b9 · inbound

RadioDiff-v2: Generative Angular Radio Maps for Multi-Beam Selection and Localization cites this paper.

RadioDiff-v2: Generative Angular Radio Maps for Multi-Beam Selection and Localization Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-07-10T01:16:41.177263Z

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