Jul 2026
A Structured Knowledge Infrastructure for Domain-Specific Data Asset Discovery
Enterprise data analytics agents face two structural failures: generic RAG retrieves the wrong asset (Hit@10=19.1%) and delivers no usage knowledge to prevent metric misinterpretation---stemming from four root causes (C1--C4) ranging from semantic gap and entity ambiguity to schema drift and asset-usage gap. We present...
Meng-Di Chen, Yuanxin Huang, Yulin Jiang et al.
· arXiv.org · 0 citations