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Key Concepts

ConceptDefinitionExample
OntologyFormal representation of the knowledge of a domain: its concepts (nodes), their attributes and the relations that link them. It is the semantic map of your business knowledge, written in English and understandable by the AI agent.VEHICLE — is_composed_of — BOM — includes — PART
Knowledge GraphAn ontology instantiated with real data. The ontology defines the model; the Knowledge Graph is its concrete use. This is what the AI agent queries to answer business questions.The node “308 VIN-X” is an instance of the VEHICLE type.
Reference ontologyIndustry standard designed by experts (ETSI, W3C, EU…). Not required for an AI agent, which understands explicit English names, not standard codes. Only useful to reconcile or compare several ontologies.If used, document it with the reference_standard attribute: "eCl@ss: 27-01-04-01"

Ontology, Knowledge Graph and reference ontology