mlsanityData to 14 Oct 2026

Consistency Is Not Coherence: Orientation Search for Certified Alignments Between 4D Defence Upper Ontologies

arXiv 2608.21914 ↗First posted 22 Aug 2026cs.AI cs.DB cs.LOcited by 0

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Abstract (arXiv)

We align three upper ontologies that sit under UK and NATO defence data infrastructure: the Information Exchange Standard (IES), the Higher Quality Data Model (HQDM) that underpins the National Digital Twin, and Basic Formal Ontology (BFO). No public alignment between IES and HQDM existed. Promoting a hand-curated 17-correspondence crosswalk to OWL and reasoning over the complete merged ontologies with HermiT produces three results that we believe matter beyond this pair.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 5 of its 21 references that are in the map. First posted on arXiv 22 Aug 2026.

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5 of 21 references.

References · 5

  1. 2021BERTMap: A BERT-based Ontology Alignment Systemcited by 46
  2. 2024LLMs4OM: Matching Ontologies with Large Language Modelscited by 22
  3. 2021A Simple Standard for Sharing Ontological Mappings (SSSOM)cited by 13
  4. 2017Repairing Ontologies via Axiom Weakeningcited by 5
  5. 2022Repairing EL Ontologies Using Weakening and Completingcited by 3

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