> [!bot-text] AI-generated > This text was drafted by [[Jake]] and has been reviewed. > [!info] Source > [LLMs, Knowledge Graphs and Property Graphs](https://medium.com/@dallemang/llms-knowledge-graphs-and-property-graphs-5b6fc2cf9f55) > by [[Dean Allemang]] > Related: [[AI]], [[information architecture|IA]], [[knowledge graph]] ## Summary The text discusses using ontologies and property graphs for enterprise data modeling, emphasizing the importance of explicit ontology artifacts for managing data effectively. It showcases how ontologies can inform Language Model Managers (LLMs) to generate accurate queries without seeing the actual data, highlighting the role of structured business vocabularies in sustainable data management. *(Summarized by Ghostreader)* ## Significance > [!bot-text] > Explains how ontologies and property graphs complement LLMs, including the striking idea that a good ontology lets a model generate accurate queries without seeing the data. ## Claims & insights Claims that cite this summary (claims link here via `source`): ![[Summary - LLMs, Knowledge Graphs and Property Graphs (Publish - Claims)]] ## Related summaries Summaries that point at the same concepts: ![[Summary - LLMs, Knowledge Graphs and Property Graphs (Publish - Related)]]