Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:10:15.389694Z
Paper Citation Record · LEDGER
Routine: A Structural Planning Framework for LLM Agent System in Enterprise
As of 20 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 4 inbound Pith citation observations for arXiv:2507.14447.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T21:13:03.346422Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-29T21:13:59.476823Z
Reference resolution
62 of 62 outbound references displayed
- verified exact0
- verified fuzzy39
- unresolved23
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b6088779-ad0c-4747-9711-2d69a8a75595 · outbound
This paper cites An Introduction to MultiAgent Systems.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise An Introduction to MultiAgent Systems
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:17.277742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 138659bb-5d30-4bda-85e6-85bf5a52f3fc · outbound
This paper cites A survey on large language model based autonomous agents.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise A survey on large language model based autonomous agents
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:11.395376Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc9a5e7f-784d-4b40-90c8-abb863ed9592 · outbound
This paper cites Data interpreter: An llm agent for data science, 2024.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Data interpreter: An llm agent for data science, 2024
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:11.586151Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf96b71b-04f2-40fa-9b4d-107a70fdf08a · outbound
This paper cites Gorilla: Large Language Model Connected with Massive APIs.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Gorilla: Large Language Model Connected with Massive APIs
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:11.753964Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce47fe08-04f2-4e24-89e2-9df894656bf7 · outbound
This paper cites Extracting knowledge graphs from user stories using langchain, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Extracting knowledge graphs from user stories using langchain, 2025
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:17.214251Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9d622d44-41f7-4c8c-836b-e4daabaf7d95 · outbound
This paper cites From mind to machine: The rise of manus ai as a fully autonomous digital agent, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise From mind to machine: The rise of manus ai as a fully autonomous digital agent, 2025
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:17.190687Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ef10b2c2-b96c-4ac0-ad67-44166c968fd9 · outbound
This paper cites Orchestrating agents and data for enterprise: A blueprint architecture for compound ai, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Orchestrating agents and data for enterprise: A blueprint architecture for compound ai, 2025
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:17.157709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 44e77f06-d690-46f9-a845-770bc9f9b1d0 · outbound
This paper cites Flowbench: Revisiting and benchmarking workflow-guided planning for llm-based agents, 2024.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Flowbench: Revisiting and benchmarking workflow-guided planning for llm-based agents, 2024
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:17.135824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 75fa2dc9-7c84-4df7-b7cb-9478dee1437d · outbound
This paper cites Reducing tool hallucination via reliability alignment, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Reducing tool hallucination via reliability alignment, 2025
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:17.098034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b735ed0b-dc2c-4b4d-bbff-082b531cd32c · outbound
This paper cites Flowmind: Automatic workflow generation with llms, 2024.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Flowmind: Automatic workflow generation with llms, 2024
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:17.077196Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 51ed6e9d-f741-4d0a-9d73-d7b791341b1f · outbound
This paper cites Beyond snippet assistance: A workflow-centric framework for end-to-end ai-driven code generation.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Beyond snippet assistance: A workflow-centric framework for end-to-end ai-driven code generation
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:17.041514Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a4acc481-7fff-4fba-9a35-ee57f3c0fdb2 · outbound
This paper cites From words to workflows: Automating business processes, 2024.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise From words to workflows: Automating business processes, 2024
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:17.014451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 27189118-e83b-4569-84dc-baec93140a0e · outbound
This paper cites Shah, and Christopher Re.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Shah, and Christopher Re
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.990533Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b55ec1ae-2f02-4d75-8559-ab58415b2721 · outbound
This paper cites Ida: Breaking barriers in no-code ui automation through large language models and human-centric design, 2024.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Ida: Breaking barriers in no-code ui automation through large language models and human-centric design, 2024
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.959872Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 31b28869-1f39-4066-8c85-d913798cf78b · outbound
This paper cites Using reasoning for routine generation.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Using reasoning for routine generation
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.926394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f0d154bf-72a0-446b-9a3e-ed7741db944b · outbound
This paper cites Tool-planner: Task planning with clusters across multiple tools, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Tool-planner: Task planning with clusters across multiple tools, 2025
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.898429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 01f84f23-8120-4934-9b56-f155409cb30d · outbound
This paper cites Towards large language model-based personal agents in the enterprise: Current trends and open problems.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Towards large language model-based personal agents in the enterprise: Current trends and open problems
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.862851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5a81b5c7-79ab-461b-8b76-0fffc7f03400 · outbound
This paper cites Auto-gpt for online decision making: Benchmarks and additional opinions, 2023.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Auto-gpt for online decision making: Benchmarks and additional opinions, 2023
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:13.166258Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18f351d0-9227-4ec5-a82f-2f7903ade126 · outbound
This paper cites Multi-agent collaboration: Harnessing the power of intelligent llm agents, 2023.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Multi-agent collaboration: Harnessing the power of intelligent llm agents, 2023
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:13.287762Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebb86ed9-31b1-40e0-a6de-833b073aa017 · outbound
This paper cites Autogen: Enabling next-gen llm applications via multi-agent conversation, 2023.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Autogen: Enabling next-gen llm applications via multi-agent conversation, 2023
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:13.380682Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a24815e-e9cd-4201-9f27-eafb2fcf2fb8 · outbound
This paper cites Chang and Longling Geng.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Chang and Longling Geng
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.785733Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 27d2a5b7-5c83-4c39-af95-2d63729d44cb · outbound
This paper cites Agentif: Benchmarking instruction following of large language models in agentic scenarios, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Agentif: Benchmarking instruction following of large language models in agentic scenarios, 2025
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.755293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 73876b32-8d5e-4c03-aaac-65868252651d · outbound
This paper cites The cost of dynamic reasoning: Demystifying ai agents and test-time scaling from an ai infrastructure perspective, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise The cost of dynamic reasoning: Demystifying ai agents and test-time scaling from an ai infrastructure perspective, 2025
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.734792Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2cb389c6-4762-48d1-92b8-d73626604cd1 · outbound
This paper cites Runaway is ashamed, but helpful: On the early-exit behavior of large language model-based agents in embodied environments, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Runaway is ashamed, but helpful: On the early-exit behavior of large language model-based agents in embodied environments, 2025
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.713413Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4837aad5-fe26-4090-a37b-fae20a6ad284 · outbound
This paper cites Manus: Markerless grasp capture using articulated 3d gaussians, 2024.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Manus: Markerless grasp capture using articulated 3d gaussians, 2024
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.690118Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a99f8686-93d6-48fc-82e2-4b717532b8dc · outbound
This paper cites Agentorchestra: A hierarchical multi-agent framework for general-purpose task solving, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Agentorchestra: A hierarchical multi-agent framework for general-purpose task solving, 2025
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:13.897049Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 615490c6-e2c5-401b-9065-f6e1aee0e4c6 · outbound
This paper cites ReAct: Synergizing reasoning and acting in language models.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise ReAct: Synergizing reasoning and acting in language models
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.643769Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bc255fc3-2739-41c9-8c54-bc2709c55ed7 · outbound
This paper cites Plan-and-act: Improving planning of agents for long-horizon tasks, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Plan-and-act: Improving planning of agents for long-horizon tasks, 2025
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.607309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3c2941a0-1e71-46b6-b2b8-f521b9d18fc3 · outbound
This paper cites Le, Ed H.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Le, Ed H
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.582524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4ee96b6e-3859-4e48-92fe-1a8b7a4ac32d · outbound
This paper cites Nl2plan: Robust llm-driven planning from minimal text descriptions, 2024.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Nl2plan: Robust llm-driven planning from minimal text descriptions, 2024
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.560614Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b6e827ac-db26-4a9c-aebe-b3ec6011ddd6 · outbound
This paper cites an unresolved cited work.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:10:16.531872Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d2416ff6-14e2-4e12-a182-f0ccfb88ce9d · outbound
This paper cites Chain-of-thought prompting elicits reasoning in large language models, 2023.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Chain-of-thought prompting elicits reasoning in large language models, 2023
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:14.399768Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e93d50d4-8853-4590-99d8-85419d0f9854 · outbound
This paper cites an unresolved cited work.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:10:16.485450Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 848a539a-a3cb-402d-9d14-df5673184ed9 · outbound
This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Smith, Daniel Khashabi, and Hannaneh Hajishirzi
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:14.677562Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd7dabdb-1389-4e37-bf80-70947c8e64d5 · outbound
This paper cites an unresolved cited work.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:10:16.431327Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1d006c9d-53da-4064-b1be-44c2fd56d4be · outbound
This paper cites an unresolved cited work.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:10:16.401472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1838df93-fd54-47cc-be84-a5e968f79dc1 · outbound
This paper cites Zhang, H.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Zhang, H
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.378535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f1ed5885-b819-4dcc-9787-d2ae736e12dc · outbound
This paper cites Synthetic Data RL: Task Definition Is All You Need.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Synthetic Data RL: Task Definition Is All You Need
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:15.160284Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8bd0de1-9624-453c-9539-bcbc264d6257 · outbound
This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:15.166234Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27a1254a-e5df-4d3b-9bd7-915e68f0de69 · outbound
This paper cites ToolACE: Winning the Points of LLM Function Calling.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise ToolACE: Winning the Points of LLM Function Calling
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:15.178297Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95f82faf-1a2d-49e9-bfa0-3155ac89a5c5 · outbound
This paper cites ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:15.185452Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 687af844-9f01-4390-9210-f737c1b56f84 · outbound
This paper cites Apigen: Automated pipeline for generating verifiable and diverse function-calling datasets.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Apigen: Automated pipeline for generating verifiable and diverse function-calling datasets
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.350931Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9314cf69-1670-4ea1-9949-f5cfb2d1e4ae · outbound
This paper cites Kimi-k2: An agentic framework for tool-augmented language models, 2024.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Kimi-k2: An agentic framework for tool-augmented language models, 2024
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.329061Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cbb387d0-01b8-44ac-b32a-e53105edf52f · outbound
This paper cites Distilling the Knowledge in a Neural Network.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Distilling the Knowledge in a Neural Network
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:15.216995Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5de3316b-c453-4b6d-84ee-fcc8f5efbb8f · outbound
This paper cites Adaptable and precise: Enterprise- scenario llm function-calling capability training pipeline, 2024.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Adaptable and precise: Enterprise- scenario llm function-calling capability training pipeline, 2024
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.284517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 00eca2dc-002d-4380-8dc2-4af392178a18 · outbound
This paper cites Tool learning with large language models: a survey.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Tool learning with large language models: a survey
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.258598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9056b4b6-6259-48fc-99e4-cd9292fcf6f1 · outbound
This paper cites Redefining enterprise data management with ai-powered automation, 2024.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Redefining enterprise data management with ai-powered automation, 2024
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.235860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 550ec226-58a4-4aa4-81b4-839b72ee032c · outbound
This paper cites Ai-powered decision intelligence in enterprise systems engineering, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Ai-powered decision intelligence in enterprise systems engineering, 2025
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.214259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f525d53e-78af-4407-99a7-e2e4cd6a8365 · outbound
This paper cites Ai-driven innovations in enterprise systems, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Ai-driven innovations in enterprise systems, 2025
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.190233Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 83a18a37-bbb4-4519-964c-289e55695fd8 · outbound
This paper cites Integrating artificial intelligence in enterprise architecture, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Integrating artificial intelligence in enterprise architecture, 2025
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.127440Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6804fa6b-04bf-48f2-bf43-363374bf1126 · outbound
This paper cites Mcp-radar: A multi-dimensional benchmark for evaluating tool use capabilities in large language models.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Mcp-radar: A multi-dimensional benchmark for evaluating tool use capabilities in large language models
Reference 51
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2351cf8e-cddd-4c6c-ac61-f3642d31eeea · outbound
This paper cites A survey on progress in llm alignment from the perspective of reward design, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise A survey on progress in llm alignment from the perspective of reward design, 2025
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.099345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bcf165ef-5e83-44eb-ae34-b6691cfa35e7 · outbound
This paper cites Longfunceval: Measuring the effective- ness of long context models for function calling, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Longfunceval: Measuring the effective- ness of long context models for function calling, 2025
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.078285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f1060d8b-8eaf-4d77-b42f-f566c7817885 · outbound
This paper cites Evaluating large language models in vulnerability detection under variable context windows, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Evaluating large language models in vulnerability detection under variable context windows, 2025
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.050092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3d544939-a646-4880-a3b3-558cc5b9e7a7 · outbound
This paper cites Knowledge injection via prompt distillation, 2024.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Knowledge injection via prompt distillation, 2024
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:16.028081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 98d4b382-b20e-4620-bce0-c23daba741c2 · outbound
This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, and Lu Wang.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, and Lu Wang
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:15.997511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a6856d81-0fa8-4f30-a276-a08880a65e64 · outbound
This paper cites Zero: Memory optimiza- tions toward training trillion parameter models, 2020.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Zero: Memory optimiza- tions toward training trillion parameter models, 2020
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:15.340378Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e82a6fd-d483-481f-a2b7-a418320e8429 · outbound
This paper cites Flashattention-2: Faster attention with better parallelism and work partitioning, 2023.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Flashattention-2: Faster attention with better parallelism and work partitioning, 2023
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:15.352873Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a45c7d3-c93a-4f71-b874-1c1180e7ba02 · outbound
This paper cites Patil, Huanzhi Mao, Charlie Cheng-Jie Ji, Fanjia Yan, Vishnu Suresh, Ion Stoica, and Joseph E.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Patil, Huanzhi Mao, Charlie Cheng-Jie Ji, Fanjia Yan, Vishnu Suresh, Ion Stoica, and Joseph E
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:15.930508Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1e414925-70a0-4855-9442-00fd7632730c · outbound
This paper cites an unresolved cited work.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:10:15.895426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2806184a-149b-4761-add7-1b28e74c7abd · outbound
This paper cites Evaluating llm-based agents for multi-turn conversations: A survey, 2025.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Evaluating llm-based agents for multi-turn conversations: A survey, 2025
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:10:15.843138Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a58b4eb6-cb52-4819-8e9e-56a11d3fcc57 · outbound
This paper cites Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning.
Routine: A Structural Planning Framework for LLM Agent System in Enterprise Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:10:15.389694Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 78d85279-aa13-437f-a163-a8b064e4fa4a · inbound
Security Considerations for Multi-agent Systems cites this paper.
Security Considerations for Multi-agent Systems Routine: A Structural Planning Framework for LLM Agent System in Enterprise
Reference 113
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T14:15:55.246825Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2f4cb30e-3795-4004-8749-5e919598d778 · inbound
From Agent Loops to Structured Graphs:A Scheduler-Theoretic Framework for LLM Agent Execution cites this paper.
From Agent Loops to Structured Graphs:A Scheduler-Theoretic Framework for LLM Agent Execution Routine: A Structural Planning Framework for LLM Agent System in Enterprise
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T10:41:05.305029Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 278dcdac-3774-4b1b-9023-691b37f23c7d · inbound
Tools as Continuous Flow for Evolving Agentic Reasoning cites this paper.
Tools as Continuous Flow for Evolving Agentic Reasoning Routine: A Structural Planning Framework for LLM Agent System in Enterprise
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T01:45:51.744076Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 09472f12-98b0-494a-b470-4c6289969136 · inbound
Your Agents Are Aging Too: Agent Lifespan Engineering for Deployed Systems cites this paper.
Your Agents Are Aging Too: Agent Lifespan Engineering for Deployed Systems Routine: A Structural Planning Framework for LLM Agent System in Enterprise
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T21:13:59.478275Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.