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I learned a term entity-centric knowledge base, then I wonder what the non entity-centric knowledge graphs are?

I googled by keys words "entity-centric knowledge base vs" and got some articles with this most related one: A comparison between Entity-Centric Knowledge Base and Knowledge Graph to Represent Semantic Relationships for Searching as Learning Situations, then I thought "Knowledge Graph to Represent Semantic Relationships" would be the answer. But I searched and found that knowledge graphs are just large-scale knowledge bases.

I wonder how entity-centric knowledge base, knowledge graph and knowledge base relate to each other? Maybe ontology-centric knowledge bases?

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