Hypothesis-Level Evidence Edges: Automated Generation and Validation of Speculative Knowledge Graph Relations

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

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Authors: Rogier Meulenaar
DOI: 10.5281/zenodo.19026297
Cited by: 0

Abstract

Paper 12 in the Prioris research series. Extends the evidence taxonomy to hypothesis-level edges (Level 4). Defines the alpha_hyp confidence formula, graph-structure-based link prediction, and a mandatory falsification protocol. Part of the Evidence-Graded Knowledge Graphs research programme (Paper 0: 10.5281/zenodo.19024611).

Fields of Study & Subjects

Semantic Web and Ontologies Complex Network Analysis Techniques Advanced Graph Neural Networks

Publication details

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