cs.AIOct 5, 2026

OntoInk: Interactive Ontology Visualization, Validation, and Reasoning

Authors: Ebrahim Norouzi, Jörg Waitelonis, Harald Sack

Organizations: FIZ Karlsruhe – Leibniz Institute for Information Infrastructure, Germany · Karlsruhe Institute of Technology (KIT), Institute AIFB, Germany

Abstract

Ontology documentation, visualization, and validation are usually carried out with separate tools. This split workflow slows down development and makes knowledge transfer harder. We present OntoInk, an open-source MkDocs plugin that brings these activities together. Within a single documentation-as-code pipeline, OntoInk renders interactive ontology diagrams, validates instance data against SHACL shapes, runs OWL,DL reasoning, and supports inline Turtle editing. General-purpose diagram plugins for MkDocs cannot parse RDF, dereference IRIs, overlay SHACL constraints, or run OWL reasoning. Compared with standalone ontology visualization tools, OntoInk embeds interactive and editable diagrams directly into documentation pages. A live demo and source code are available at https://ise-fizkarlsruhe.github.io/ontoink/.

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