End-to-End Evaluation Framework for Evidence-Graded Knowledge Graphs: From Raw Sources to Ranked Edges

Zenodo (CERN European Organization for Nuclear Research) 2026 Preprint Open access

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Authors: Rogier Meulenaar
DOI: 10.5281/zenodo.19026295
Cited by: 0

Abstract

Paper 11 in the Prioris research series. Presents an evaluation framework for the complete pipeline from source ingestion to ranked edges. Defines stage-level quality metrics, cascade error propagation analysis, and ablation methodology. Part of the Evidence-Graded Knowledge Graphs research programme (Paper 0: 10.5281/zenodo.19024611).

Fields of Study & Subjects

Semantic Web and Ontologies Advanced Graph Neural Networks Topic Modeling

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
15 March 2026
Language
EN
Document type
Preprint