Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAziGsdNa-891aWD1B1EU2iE8VBrclYOoh9NJF6pcHAng/assertion>. }
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- arXiv.2507.17273 type Entity assertion.
- directQa type Workflow assertion.
- directQaSr type Workflow assertion.
- iterativeReasoningLlmAgentForWarehousePlanningAssistance type Workflow assertion.
- directQa label "Direct QA" assertion.
- directQaSr label "Direct QA + SR" assertion.
- iterativeReasoningLlmAgentForWarehousePlanningAssistance label "Iterative Reasoning LLM Agent for Warehouse Planning Assistance" assertion.
- iterativeReasoningLlmAgentForWarehousePlanningAssistance comment "The method introduces a novel LLM-based agent designed with an iterative reasoning mechanism to diagnose operational bottlenecks by interacting with a Knowledge Graph (KG) derived from Discrete Event Simulation data. The agent employs a sophisticated dual-path architecture (QA Chain and Iterative Reasoning Chain) that generates sequential, conditioned sub-questions, formulates Cypher queries for KG interaction, retrieves evidence, and performs self-reflection, thus treating the LLM as an agent to conduct complex, multi-step reasoning over KGs." assertion.
- arXiv.2507.17273 describes iterativeReasoningLlmAgentForWarehousePlanningAssistance assertion.
- arXiv.2507.17273 discusses directQa assertion.
- arXiv.2507.17273 discusses directQaSr assertion.
- iterativeReasoningLlmAgentForWarehousePlanningAssistance subject SynergizedReasoning assertion.
- arXiv.2507.17273 title "Leveraging Knowledge Graphs and LLM Reasoning to Identify Operational Bottlenecks for Warehouse Planning Assistance" assertion.
- iterativeReasoningLlmAgentForWarehousePlanningAssistance hasTopCategory SynergizedLLMKG assertion.