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Data · dataset · 2026

KG-RAG: Source Code for an Intelligent Data Governance System Based on Knowledge Graph and Large Language Model Collaboration

Listed in ScienceDB

Description

This dataset contains the system source code for the paper "Knowledge-Enhanced Large Language Models for Data Governance: A KG-RAG Framework for Data Standard Mapping and Compliance Review." It includes a knowledge graph construction module, a three-level progressive mapping engine, an LLM collaborative reasoning module, a compliance review module, a REST API web service, and a front-end interface, comprising 10 Python modules and 1 HTML file.

A small-scale sample dataset (5 tables, 40 fields, 15 standards, and 8 rules) and a data generation script are included to allow readers to fully run and verify the KG-RAG technical pipeline in a local environment.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Geoinformatics 72%
Provenance · 1 source records, 10 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.4098411 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].anzsrc:group:3704enrichment · scidb cntaxonomy-embedding@1.0.0title+keywords+description (72%)
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
license_textsource · scidb cnconnector:scidb_cn@1.0.0
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title