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Merge pull request #95650 from diberry/diberry/1112-luis-42265
[Cogsvcs] LUIS - publich issue 42265
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articles/cognitive-services/LUIS/luis-concept-entity-types.md

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ms.service: cognitive-services
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ms.subservice: language-understanding
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ms.topic: conceptual
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ms.date: 10/25/2019
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ms.date: 11/12/2019
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ms.author: diberry
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---
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# Entities and their purpose in LUIS
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|Entity type|Purpose|
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|--|--|
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|[**Machine-learned**](#composite-entity)|Parent grouping of entities, regardless of entity type. Machine-learned entities learn from context in the utterance. This makes variation of placement in example utterances significant. |
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|[**List**](#list-entity)|List of items and their synonyms extracted with **exact text match**.|
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|[**Pattern.any**](#patternany-entity)|Entity where end of entity is difficult to determine. |
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|[**Prebuilt**](#prebuilt-entity)|Already trained to extract specific kind of data such as URL or email. Some of these prebuilt entities are defined in the open-source [Recognizers-Text](https://github.com/Microsoft/Recognizers-Text) project. If your specific culture or entity isn't currently supported, contribute to the project.|
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|[**Regular Expression**](#regular-expression-entity)|Uses regular expression for **exact text match**.|
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|[**Machine-learned**](tutorial-machine-learned-entity.md)|Parent grouping of entities, regardless of entity type. Machine-learned entities learn from context in the utterance. This makes variation of placement in example utterances significant. |
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|[**List**](reference-entity-list.md)|List of items and their synonyms extracted with **exact text match**.|
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|[**Pattern.any**](reference-entity-pattern-any.md)|Entity where end of entity is difficult to determine. |
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|[**Prebuilt**](luis-reference-prebuilt-entities.md)|Already trained to extract specific kind of data such as URL or email. Some of these prebuilt entities are defined in the open-source [Recognizers-Text](https://github.com/Microsoft/Recognizers-Text) project. If your specific culture or entity isn't currently supported, contribute to the project.|
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|[**Regular Expression**](reference-entity-regular-expression.md)|Uses regular expression for **exact text match**.|
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### Entity role defines context
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