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Work around Markdown rendering issue surfaced in #4600 [ci skip]
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A named entity is a "real-world object" that's assigned a name – for example, a
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person, a country, a product or a book title. spaCy can **recognize**
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[various types](/api/annotation#named-entities) of named entities in a document,
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by asking the model for a **prediction**. Because models are statistical and
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strongly depend on the examples they were trained on, this doesn't always work
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_perfectly_ and might need some tuning later, depending on your use case.
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person, a country, a product or a book title. spaCy can **recognize
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[various types](/api/annotation#named-entities)** of named entities in a
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document, by asking the model for a **prediction**. Because models are
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statistical and strongly depend on the examples they were trained on, this
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doesn't always work _perfectly_ and might need some tuning later, depending on
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your use case.
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Named entities are available as the `ents` property of a `Doc`:
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