Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:13:52.382791Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 11 inbound Pith citation observations for arXiv:2506.15741.
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 2026-08-07T00:13:52.382791Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:26:57.038651Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-22T06:24:40.471116Z
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1c2e5f87-3c6c-4900-abe0-0f82f1cd354d · outbound
OAgents: An Empirical Study of Building Effective Agents Desearch, 2024
Reference 1
Source-reported events for the cited work
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Observation 32cde615-9d40-41b5-ba87-0cf56ed760d4 · outbound
OAgents: An Empirical Study of Building Effective Agents Aworld: A unified agent playground for computer and phone use tasks, 2025
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 517a56ce-baf2-49b9-8484-b28d07eee0a5 · outbound
OAgents: An Empirical Study of Building Effective Agents TapeAgents: a Holistic Framework for Agent Development and Optimization
Reference 3
Source-reported events for the cited work
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Observation 9662039e-dded-47ef-9d42-eb50299f61db · outbound
OAgents: An Empirical Study of Building Effective Agents AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
Reference 4
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Unavailable: canonical work link unavailable.
Observation 6602ca8c-2192-4c0e-a62c-d16f4def7342 · outbound
OAgents: An Empirical Study of Building Effective Agents Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56575d40-60e7-4397-930f-807a351a95a8 · outbound
OAgents: An Empirical Study of Building Effective Agents Griffiths, and Mengdi Wang
Reference 6
Source-reported events for the cited work
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Observation ce5a719d-e66d-40ea-bf6d-2406cf7db66c · outbound
OAgents: An Empirical Study of Building Effective Agents Autonomous agentic ai: execute multi-step workflows autonomously
Reference 7
Source-reported events for the cited work
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Observation f231c89c-18db-4460-8b70-5d884f17681f · outbound
OAgents: An Empirical Study of Building Effective Agents MetaGPT: Meta programming for a multi-agent collaborative framework
Reference 8
Source-reported events for the cited work
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Observation 9d444fbc-a769-4a0c-bcaa-4965c99e0bd7 · outbound
OAgents: An Empirical Study of Building Effective Agents Owl: Optimized workforce learning for general multi-agent assistance in real-world task automation, 2025
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7030cfdd-7577-4c56-acf6-40c51ad4e6ac · outbound
OAgents: An Empirical Study of Building Effective Agents Open deep research
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4dfa39b5-8eea-48fe-91f4-e2f3fa9b463b · outbound
OAgents: An Empirical Study of Building Effective Agents Camel: Communicative agents for" mind" exploration of large language model society.Advances in Neural Information Processing Systems, 36:51991–52008, 2023
Reference 11
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Unavailable: canonical work link unavailable.
Observation cf71a29c-a9fe-40af-9f63-a17feb677c9f · outbound
OAgents: An Empirical Study of Building Effective Agents From LLM to Conversational Agent: A Memory Enhanced Architecture with Fine-Tuning of Large Language Models
Reference 12
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Unavailable: canonical work link unavailable.
Observation a318c2c2-242e-4e2d-85d8-ab507e60d21f · outbound
OAgents: An Empirical Study of Building Effective Agents A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration
Reference 13
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Observation a029f4df-3170-4735-a621-01eb1333c0b8 · outbound
OAgents: An Empirical Study of Building Effective Agents Gaia: a benchmark for general ai assistants
Reference 14
Source-reported events for the cited work
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Observation 09284918-7d08-4389-ae64-70d857f16c79 · outbound
OAgents: An Empirical Study of Building Effective Agents deepresearch, 2024
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a58c4ffa-a65a-479d-9746-1d9f83a9008f · outbound
OAgents: An Empirical Study of Building Effective Agents Langfun, September 2023
Reference 16
Source-reported events for the cited work
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Observation aa708518-f1a7-4c0e-b16c-79530d039ff6 · outbound
OAgents: An Empirical Study of Building Effective Agents Tool learning with foundation models.ACM Computing Surveys, 57(4):1–40, 2024
Reference 17
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Unavailable: canonical work link unavailable.
Observation 257d6c74-d24e-4af1-a632-8c7075dc5f02 · outbound
OAgents: An Empirical Study of Building Effective Agents Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
Reference 18
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Unavailable: canonical work link unavailable.
Observation bc0b9500-9fe1-440f-8939-d443b9a2a928 · outbound
OAgents: An Empirical Study of Building Effective Agents ‘smola- gents‘: a smol library to build great agentic systems.https://github.com/huggingface/smolagents, 2025
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 30bb535c-fea0-402b-8eb2-5f7190344157 · outbound
OAgents: An Empirical Study of Building Effective Agents TaskCraft: Automated Generation of Agentic Tasks
Reference 20
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Unavailable: canonical work link unavailable.
Observation e7cc551d-e8b5-49b7-8241-de8912368ede · outbound
OAgents: An Empirical Study of Building Effective Agents Reflexion: Language Agents with Verbal Reinforcement Learning
Reference 21
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Observation 9dcdfdb0-cac5-40b0-b5e3-694e0748f893 · outbound
OAgents: An Empirical Study of Building Effective Agents Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation acf36474-ef64-4132-9ed8-74118fc1fa70 · outbound
OAgents: An Empirical Study of Building Effective Agents Llm-planner: Few-shot grounded planning for embodied agents with large language models
Reference 23
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Observation 2bf78b9b-8add-4c0d-a191-8326152c9403 · outbound
OAgents: An Empirical Study of Building Effective Agents Autoagent: A fully-automated and zero-code framework for llm agents
Reference 24
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Observation 56eb469b-a933-4aa2-b3dd-738230d1c4f8 · outbound
OAgents: An Empirical Study of Building Effective Agents Mader: Trajectory planner in multiagent and dynamic environments
Reference 25
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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2c4f7090-b4fc-40e2-9533-343166abd221 · outbound
OAgents: An Empirical Study of Building Effective Agents Meet trase systems
Reference 26
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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c8249628-3b99-4e0c-86e2-382bbe2b8d0c · outbound
OAgents: An Empirical Study of Building Effective Agents Executable code actions elicit better llm agents
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fbeb1393-1d01-4ce8-b7ee-eda0c4b5eda1 · outbound
OAgents: An Empirical Study of Building Effective Agents BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents
Reference 28
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Observation 40b2c95d-0446-484a-8fbd-ac417a603094 · outbound
OAgents: An Empirical Study of Building Effective Agents AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 29
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Unavailable: canonical work link unavailable.
Observation 9f31fd52-3a40-4355-a660-eea0383ba07d · outbound
OAgents: An Empirical Study of Building Effective Agents OS-Copilot: Towards Generalist Computer Agents with Self-Improvement
Reference 30
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Observation aca259be-0650-4848-9022-c86c2b99020d · outbound
OAgents: An Empirical Study of Building Effective Agents OpenAgents: An Open Platform for Language Agents in the Wild
Reference 31
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Observation d3d9f78e-9592-410e-baea-7d813de282d3 · outbound
OAgents: An Empirical Study of Building Effective Agents A-MEM: Agentic Memory for LLM Agents
Reference 32
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Observation bd04901f-879e-4a62-b4ea-8a2ffb5d2dd2 · outbound
OAgents: An Empirical Study of Building Effective Agents How2comm: Communication-efficient and collaboration-pragmatic multi-agent perception.Advances in Neural Information Processing Systems, 36:25151–25164, 2023
Reference 33
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Observation 178aa423-dc47-4d33-99cc-595f46adc1ce · outbound
OAgents: An Empirical Study of Building Effective Agents What2comm: Towards communication-efficient collaborative perception via feature decoupling
Reference 34
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Observation 4d353de9-ff16-4f19-8e08-7f8c288f80a5 · outbound
OAgents: An Empirical Study of Building Effective Agents React: Synergizing reasoning and acting in language models
Reference 35
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Observation bfc8af92-1a06-414f-bb76-96da9f60c168 · outbound
OAgents: An Empirical Study of Building Effective Agents A Survey on the Memory Mechanism of Large Language Model based Agents
Reference 36
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Observation a7c2c337-e179-4623-bc4b-7dce25895179 · outbound
OAgents: An Empirical Study of Building Effective Agents Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Reference 37
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Observation c12c299a-8194-4fdd-928b-d321c851a2c7 · outbound
OAgents: An Empirical Study of Building Effective Agents RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text
Reference 38
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Observation aa4feb40-a097-4dbc-ac34-d055ba8dc988 · outbound
OAgents: An Empirical Study of Building Effective Agents Agents: An open-source framework for autonomous language agents
Reference 39
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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e13ef49e-0936-4778-bcdb-029bb6b7089a · outbound
OAgents: An Empirical Study of Building Effective Agents Symbolic Learning Enables Self-Evolving Agents
Reference 40
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Observation 924c4453-17dc-4848-b6f4-d32204b24415 · outbound
OAgents: An Empirical Study of Building Effective Agents ELSE if given task can be broken down into subtasks, you will: • Identify all subtasks needed to complete the overall task
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fafbd3ef-9b3e-42a7-b2f8-9c659d3c622e · outbound
OAgents: An Empirical Study of Building Effective Agents **ST2:[Subtask Description]
Reference 43
Source-reported events for the cited work
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Observation 0f674fae-4ac5-4b76-9f6c-6495a1129a75 · outbound
OAgents: An Empirical Study of Building Effective Agents Wait for ST[X] to complete
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1135642d-f588-4f14-81d2-c6e28ebb9f4c · outbound
OAgents: An Empirical Study of Building Effective Agents Problems
Reference 45
Source-reported events for the cited work
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Observation 633fa9d3-ef5b-491f-b70f-7b83f22c5e28 · outbound
OAgents: An Empirical Study of Building Effective Agents Agents: An Open-source Framework for Autonomous Language Agents
Reference 2023
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Observation 38d0509b-bed6-4c1e-85a3-b505c1abfd2d · inbound
Deep Research Agents: A Systematic Examination And Roadmap OAgents: An Empirical Study of Building Effective Agents
Reference 143
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Observation 8aa57a3f-e075-4268-8be8-77b50d92301c · inbound
WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization OAgents: An Empirical Study of Building Effective Agents
Reference 19
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Observation 9b65c159-bdc7-4a02-8fda-10dd6451f6da · inbound
Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training OAgents: An Empirical Study of Building Effective Agents
Reference 15
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Observation 703b22d4-151c-4059-879e-d92854343ae8 · inbound
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent OAgents: An Empirical Study of Building Effective Agents
Reference 31
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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bea47f24-507f-4a7c-aacb-ab5965079b03 · inbound
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL OAgents: An Empirical Study of Building Effective Agents
Reference 82
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Observation 9a6d389b-024e-4c88-b3ec-1592c6b15c37 · inbound
ToolSelf: Unifying Task Execution and Self-Reconfiguration via Tool-Driven Emergent Adaptation OAgents: An Empirical Study of Building Effective Agents
Reference 15
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Observation dfc8d42a-dda4-4fb9-8e97-463134c52c78 · inbound
EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies OAgents: An Empirical Study of Building Effective Agents
Reference 44
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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0601ba42-504c-42ff-b7f7-86680d6627e3 · inbound
Inference-Time Budget Control for LLM Search Agents OAgents: An Empirical Study of Building Effective Agents
Reference 78
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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4f8c48d2-936e-48ae-8c29-7a326fb2f776 · inbound
IdleSpec: Exploiting Idle Time via Speculative Planning for LLM Agents OAgents: An Empirical Study of Building Effective Agents
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6df39a40-b9af-475c-8dc7-f291ec2cb39b · inbound
AgentCheck: A Reproduce-Intervene-Mitigate Workbench for LLM Agents over MCP OAgents: An Empirical Study of Building Effective Agents
Reference 21
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Observation 9094bdf8-1db1-4264-8932-e7b57c3c1a40 · inbound
AgentCheck: A Reproduce-Intervene-Mitigate Workbench for LLM Agents over MCP OAgents: An Empirical Study of Building Effective Agents
Reference 21
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Unavailable: canonical work link unavailable.