---
title: "Automating Knowledge Graph Population: Extracting Entities and Triples from Unstructured Text with an LLM"
date: 2026-09-29
source: https://machinelearningmastery.com/automating-knowledge-graph-population-extracting-entities-and-triples-from-unstructured-text-with-an-llm/
description: "In this article, you will learn how to automatically extract structured knowledge from raw text and populate a knowledge graph with SPOC quads using a..."
---

# Automating Knowledge Graph Population: Extracting Entities and Triples from Unstructured Text with an LLM

In this article, you will learn how to automatically extract structured knowledge from raw text and populate a knowledge graph with SPOC quads using a...

*Published: 2026-09-29*