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monarch-initiative/ontogpt
ONTOGPT: ONTOLOGY EXTRACTION
Ontogpt — an LLM‑tool for extracting ontologies from text, including the SPIRES method. It builds hierarchical taxonomies and generates OWL/RDF schemas ready for use in data modeling.
// KEY FEATURES
- Extracts ontology concepts and relations from text using LLM (GPT‑3/4).
- Builds a hierarchical taxonomy of classes and subclasses from extracted terms.
- Generates OWL and RDF schemas ready for import into Protege, Apache Jena or triple‑store.
- Includes SPIRES implementation for quality assessment and Jupyter notebooks with examples.
#ai#chat-gpt#data-modeling#gpt-3#information-extraction#language-models#large-language-models#linkml#llm#monarchinitiative#named-entity-recognition#ner
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