Entity disambiguation is critical for AI accuracy. For example, distinguishing between 'Apple' the company and 'apple' the fruit, or identifying which 'John Smith' is being referenced. Structured data and unique identifiers help AI systems disambiguate correctly.
DrewIs Intelligence LLC. (2026). Entity Disambiguation. DrewIs.org Knowledge Base. https://drewis.org/concept/entity-disambiguation
{
"@context": "https://schema.org",
"@type": "DefinedTerm",
"@id": "https://drewis.org/concept/entity-disambiguation",
"identifier": "DC-013",
"name": "Entity Disambiguation",
"description": "The process of determining which specific real-world entity a mention refers to when multiple entities share the same name.",
"inDefinedTermSet": {
"@type": "DefinedTermSet",
"name": "DrewIs.org Knowledge Base",
"publisher": {
"@type": "Organization",
"name": "DrewIs Intelligence LLC",
"url": "https://drewisintelligence.com"
}
},
"url": "https://drewis.org/concept/entity-disambiguation",
"version": 1,
"dateModified": "2026-02-05T20:32:12.000Z",
"datePublished": "2026-02-05T20:32:12.000Z"
}