Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T19:24:27.956603Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 3 inbound Pith citation observations for arXiv:2509.09292.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T19:24:27.956603Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T05:07:10.609762Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-19T17:42:42.413630Z
63 of 63 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8fa0f59a-af76-46ff-8546-2835600dc55f · outbound
LightAgent: Production-level Open-source Agentic AI Framework Initially, a thor- ough analysis of the problem is required to clarify the key issues and goals, ensuring that subsequent analysis and actions are directed appropriately
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a96a5b5c-fa99-457b-b4c1-536e46eaf911 · outbound
LightAgent: Production-level Open-source Agentic AI Framework This process involves gathering not only all known data related to the problem but also extending to potential sources that may impact the solution
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98fba77e-8397-4448-9d00-8a3dd14790a7 · outbound
LightAgent: Production-level Open-source Agentic AI Framework This step helps to decompose the large problem into smaller, more manageable parts, allowing for a more detailed analysis
Reference 3
Source-reported events for the cited work
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Observation 6584c37b-c069-4f07-b312-a5b316683506 · outbound
LightAgent: Production-level Open-source Agentic AI Framework This phase ensures that the problem is examined thoroughly from multiple viewpoints to avoid overlooking any critical factors
Reference 4
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Unavailable: canonical work link unavailable.
Observation 15940d97-bab7-4b87-bb4c-a60728603982 · outbound
LightAgent: Production-level Open-source Agentic AI Framework This step reveals the inherent connections between issues, providing a foundation for integrating and optimizing solutions
Reference 5
Source-reported events for the cited work
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Observation 3626e0cb-1e3b-4182-96a9-dd534bb2d1d2 · outbound
LightAgent: Production-level Open-source Agentic AI Framework This process emphasizes creative thinking to generate multiple response strategies, offering a range of options for decision-making
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4d2368b-6699-48cf-8744-3a3d373d857b · outbound
LightAgent: Production-level Open-source Agentic AI Framework "" 9␣␣␣␣Search␣news␣based␣on␣keywords 10␣␣␣␣
Reference 7
Source-reported events for the cited work
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Observation 84874a04-b834-4bc5-b0d2-2b427bdae49c · outbound
LightAgent: Production-level Open-source Agentic AI Framework qwen-turbo-2024-11-01
Reference 8
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Observation 1b2fa217-e88e-4c68-8585-d79062868cbf · outbound
LightAgent: Production-level Open-source Agentic AI Framework This phase focuses on assessing both the practical effectiveness and long-term consequences of each solution
Reference 9
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Observation 15e4769c-76c1-4be1-9899-93864eeba2c8 · outbound
LightAgent: Production-level Open-source Agentic AI Framework W., & Karnouskos, S
Reference 10
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Observation ca7f526a-ca69-4a13-ac33-1d5533ef6840 · outbound
LightAgent: Production-level Open-source Agentic AI Framework GPT-4 Technical Report
Reference 11
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Unavailable: canonical work link unavailable.
Observation 8ad1e581-2a47-44a1-a0c3-1c280384d85b · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 13
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Unavailable: canonical work link unavailable.
Observation 79c28152-0f9e-45bb-be59-c344c7620ddc · outbound
LightAgent: Production-level Open-source Agentic AI Framework Qwen Technical Report
Reference 14
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Unavailable: canonical work link unavailable.
Observation 5101240a-7a64-4f23-b990-0db298989f59 · outbound
LightAgent: Production-level Open-source Agentic AI Framework AutoAgents: A Framework for Automatic Agent Generation
Reference 15
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Unavailable: canonical work link unavailable.
Observation 3acdf204-d377-474a-bb36-90762896fe77 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 16
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Unavailable: canonical work link unavailable.
Observation 21e78185-afde-4196-a4dd-a953f144d979 · outbound
LightAgent: Production-level Open-source Agentic AI Framework MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
Reference 17
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Unavailable: canonical work link unavailable.
Observation 8e4e3f2e-db63-4168-842a-6f4b3dcae3b3 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 18
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Observation 371a0f67-f893-4e20-abbd-34720ea6870d · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 19
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Unavailable: canonical work link unavailable.
Observation fb441f93-a811-4a6d-9352-a172f1ce0f0e · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22d658b0-6430-42db-9b6a-5c41c60fa1ff · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7a010b2-ee8d-481d-b8a8-68bd8ffb2188 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 22
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Unavailable: canonical work link unavailable.
Observation b7f1f3ba-34f5-4159-a3c5-db96e0aa27fd · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 23
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Observation ee2290c2-428b-4d55-acba-ad339c866598 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 24
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Observation 4783445d-4a18-4d03-8dea-cd9c58b38c98 · outbound
LightAgent: Production-level Open-source Agentic AI Framework DeepSeek-V3 Technical Report
Reference 25
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Observation 3cc82d19-35ac-4ff8-a7ca-c626cc71c4ef · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 26
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Unavailable: canonical work link unavailable.
Observation 0f493465-3b8e-418b-89b7-b50b71e46757 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 27
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Unavailable: canonical work link unavailable.
Observation acb58f22-7576-4ad0-854d-b4998ec395d1 · outbound
LightAgent: Production-level Open-source Agentic AI Framework J., Oliveira, E., & Jorge, A
Reference 28
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Observation 2b778cb4-695b-49b9-a39c-fd6e43cb89dd · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 29
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Unavailable: canonical work link unavailable.
Observation 15737016-3c2a-44f7-ad2f-767de63abe67 · outbound
LightAgent: Production-level Open-source Agentic AI Framework ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
Reference 30
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Unavailable: canonical work link unavailable.
Observation 9d37f5f9-747b-47ce-ab7d-82ae13b5e729 · outbound
LightAgent: Production-level Open-source Agentic AI Framework S., O’Brien, J
Reference 31
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Unavailable: canonical work link unavailable.
Observation 8da30c46-16ab-4f8e-8625-40f1027ebcda · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 32
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Unavailable: canonical work link unavailable.
Observation a67d6d0f-5ad0-401c-8de8-adc2f8eb0d33 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 33
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Unavailable: canonical work link unavailable.
Observation 5267f626-7f0a-41e5-b98d-6b03aec258e4 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d162b20e-7b6e-4981-b272-f6d7d39e924e · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a7304f4-8393-4c44-831c-6d248b50c5bc · outbound
LightAgent: Production-level Open-source Agentic AI Framework ur ein Laue-Neutroneninterferometer Teil 1: Dynamische Beugung(Report No. AIAU 74405b). Atominstitut der
Reference 36
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Unavailable: canonical work link unavailable.
Observation d5ddc2fd-2b7c-4be8-b41d-4ff21d99baad · outbound
LightAgent: Production-level Open-source Agentic AI Framework A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
Reference 37
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Observation abc83901-252e-430a-8424-7119257ee654 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 38
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Observation 5a7b1f66-ff95-430b-ab7c-b92df62b650e · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 39
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Observation e251be89-7e15-44f4-a1c4-6b37616b17ac · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 40
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Observation 1300aa82-ee75-4fe6-be02-0323bbadc725 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 41
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Observation db97649e-cb3c-4d07-a98b-fa8a2b7ea65f · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6257af6e-8e18-49fb-8d59-861f559d6255 · outbound
LightAgent: Production-level Open-source Agentic AI Framework LLaMA: Open and Efficient Foundation Language Models
Reference 43
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Observation 7a78c482-9325-48f8-933d-968347c2c5ac · outbound
LightAgent: Production-level Open-source Agentic AI Framework Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 44
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Unavailable: canonical work link unavailable.
Observation 3feca3d6-e524-4fb1-bca2-07efe82bd8f1 · outbound
LightAgent: Production-level Open-source Agentic AI Framework A Survey on Large Language Model based Autonomous Agents
Reference 45
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Unavailable: canonical work link unavailable.
Observation e9c498ad-2ab9-49ab-85aa-d303366466dd · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 46
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Unavailable: canonical work link unavailable.
Observation fbb6f31b-6dff-4409-992e-6a3da0a9c284 · outbound
LightAgent: Production-level Open-source Agentic AI Framework (2009).An introduction to multiagent systems
Reference 47
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Unavailable: canonical work link unavailable.
Observation bee95b2d-2d01-45d2-ba19-7e8bab64b726 · outbound
LightAgent: Production-level Open-source Agentic AI Framework AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 48
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Unavailable: canonical work link unavailable.
Observation 387123e8-5a11-4827-b0e4-e026ef5517f3 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 49
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Unavailable: canonical work link unavailable.
Observation 6d67871c-efbf-4db0-85fc-60fc0b700e5a · outbound
LightAgent: Production-level Open-source Agentic AI Framework The Rise and Potential of Large Language Model Based Agents: A Survey
Reference 51
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Unavailable: canonical work link unavailable.
Observation a085686d-ecbb-4a1d-be2b-d35dbb91227b · outbound
LightAgent: Production-level Open-source Agentic AI Framework ReAct: Synergizing Reasoning and Acting in Language Models
Reference 52
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Observation 1fc1cb84-74bb-4359-a876-43a59b6c2ba4 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 53
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Unavailable: canonical work link unavailable.
Observation e5933ff6-b7bb-4bf9-a1b2-a976616b4bed · outbound
LightAgent: Production-level Open-source Agentic AI Framework Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
Reference 54
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Unavailable: canonical work link unavailable.
Observation c7233a6f-6bcf-4a32-b588-120bcaaefb7c · outbound
LightAgent: Production-level Open-source Agentic AI Framework Hawaii␣of␣the␣East,
Reference 71
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Unavailable: canonical work link unavailable.
Observation 7f566c4e-9421-4d04-bc11-7eea8977b94f · outbound
LightAgent: Production-level Open-source Agentic AI Framework Tianya" and
Reference 92
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Unavailable: canonical work link unavailable.
Observation 036319bc-d338-4542-b0f5-a000604758c2 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Visitors can experience Buddhist culture and visit temples and gardens
Reference 113
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Unavailable: canonical work link unavailable.
Observation 2b50f3f8-3a05-465a-b737-e753ab4205f1 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Visitors can engage in diving, snorkeling, and sea fishing among other activities
Reference 134
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Observation 9ebd18d9-ee9b-4e71-a47d-923932f7eaf7 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 155
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Unavailable: canonical work link unavailable.
Observation f870b085-b46e-44cd-8f20-91d1ba059481 · outbound
LightAgent: Production-level Open-source Agentic AI Framework This beach is relatively quiet, suitable for visitors who enjoy tranquility
Reference 176
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Unavailable: canonical work link unavailable.
Observation 97e3102b-53ea-4fab-9e3d-da3ee71ce385 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 197
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Observation 3868fb5e-7b94-4010-a83a-5b834d9950e6 · outbound
LightAgent: Production-level Open-source Agentic AI Framework There is also a beautiful legend about a deer
Reference 218
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Observation 62ab3686-84b3-491c-8520-e3b62fbe92d0 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Unresolved cited work
Reference 239
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Observation 674f5257-e1e1-4b49-af84-4a6d028e4fdf · outbound
LightAgent: Production-level Open-source Agentic AI Framework gpt-4o-mini
Reference 2024
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Unavailable: canonical work link unavailable.
Observation b995cbf7-4940-4280-b30e-e3b5b67a8677 · outbound
LightAgent: Production-level Open-source Agentic AI Framework Hawaii␣of␣the␣East,
Reference 2510
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Unavailable: canonical work link unavailable.
Observation 28c0410d-25a4-4c55-afae-a56bb316ae32 · inbound
ShadowMerge: A Novel Poisoning Attack on Graph-Based Agent Memory via Relation-Channel Conflicts LightAgent: Production-level Open-source Agentic AI Framework
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 62c8cd61-22e2-40b0-89ba-39809e44a500 · inbound
ShadowMerge: A Novel Poisoning Attack on Graph-Based Agent Memory via Relation-Channel Conflicts LightAgent: Production-level Open-source Agentic AI Framework
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3e8e429b-4fc9-491d-988d-e2475179da7f · inbound
MyAG: A Graph-Based Framework for Designing and Analyzing Composable LLM Agent Systems LightAgent: Production-level Open-source Agentic AI Framework
Reference 19
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Unavailable: canonical work link unavailable.