{
  "url": "aeoptimizer.com/faq/can-you-build-a-knowledge-graph-if-my-data-is-messy-or-incomplete",
  "name": "Can you build a knowledge graph if my data is messy or incomplete?",
  "@type": "FAQPage",
  "@context": "https://schema.org",
  "mainEntity": [
    {
      "name": "Can you build a knowledge graph if my data is messy or incomplete?",
      "@type": "Question",
      "acceptedAnswer": {
        "text": "Yes, if your raw data contains repeated people, organizations, products, places, events, or topics, it can usually be turned into a usable entity file. The main question is whether the data is structured enough to identify entities consistently and whether enough context exists to resolve ambiguous names.",
        "@type": "Answer",
        "description": "Usually yes, if the data has identifiable entities and enough context to resolve ambiguity."
      }
    }
  ],
  "description": "Usually yes, if the data has identifiable entities and enough context to resolve ambiguity."
}