updating entities

Author: aahill

articles/cognitive-services/text-analytics/includes/entity-types/general-entities.md

@@ -14,13 +14,13 @@ The following entity categories are returned when sending requests to the `/enti
 
 | Category   | Subcategory | Description                          | Starting model version                                                    | Notes |
 |------------|-------------|--------------------------------------|-------------------------------------------------------------|--------------------------------------|
-| Person     | N/A         | Names of people.  | `2019-10-01`  | |
+| Person     | N/A         | Names of people.  | `2019-10-01`  | Also returned by NER v2.1 |
 | PersonType | N/A         | Job types or roles held by a person. | `2020-02-01` | |
-|Location    | N/A         | Natural and human-made landmarks, structures, geographical features, and geopolitical entities     |  `2019-10-01` | |
+|Location    | N/A         | Natural and human-made landmarks, structures, geographical features, and geopolitical entities     |  `2019-10-01` | Also returned by NER v2.1 |
 |Location     | Geopolitical Entity (GPE)        | Cities, countries/regions, states.      | `2020-02-01` | |
 |Location     | Structural                       | Manmade structures. | `2020-04-01` | |
 |Location     | Geographical       | Geographic and natural features such as rivers, oceans, and deserts. |  `2020-04-01` | |
-|Organization  | N/A | Companies, political groups, musical bands, sport clubs, government bodies, and public organizations.  | `2019-10-01` | Nationalities and religions are not included in this entity type. |
+|Organization  | N/A | Companies, political groups, musical bands, sport clubs, government bodies, and public organizations.  | `2019-10-01` | Nationalities and religions are not included in this entity type. Also returned by NER v2.1 |
 |Organization | Medical | Medical companies and groups. | `2020-04-01` |  |
 |Organization | Stock exchange | Stock exchange groups. | `2020-04-01` | |
 | Organization | Sports | Sports-related organizations. | `2020-04-01` |  |
@@ -32,22 +32,22 @@ The following entity categories are returned when sending requests to the `/enti
 | Product | Computing products | Computing products. |  `2020-02-01 ` | |
 | Skill | N/A | A capability, skill, or expertise. | `2020-02-01` |  |
 | Address | N/A | Full mailing addresses.  | `2020-04-01` |  |
-| PhoneNumber | N/A | Phone numbers (US and EU phone numbers only). | `2019-10-01` | |
-| Email | N/A | Email addresses. | `2019-10-01` |  |
-| URL | N/A | URLs to websites. | `2019-10-01` |  |
-| IP | N/A | Network IP addresses. | `2019-10-01` | |
-| DateTime | N/A | Dates and times of day. | `2019-10-01` |  | 
-| DateTime | Date | Calender dates. | `2019-10-01` |  |
-| DateTime | Time | Times of day | `2019-10-01` | |
-| DateTime | DateRange | Date ranges. | `2019-10-01` | |
-| DateTime | TimeRange | Time ranges. | `2019-10-01` | |
-| DateTime | Duration | Durations. | `2019-10-01` | |
-| DateTime | Set | Set, repeated times. |  `2019-10-01` | |
+| PhoneNumber | N/A | Phone numbers (US and EU phone numbers only). | `2019-10-01` | Also returned by NER v2.1 |
+| Email | N/A | Email addresses. | `2019-10-01` | Also returned by NER v2.1 |
+| URL | N/A | URLs to websites. | `2019-10-01` | Also returned by NER v2.1  |
+| IP | N/A | Network IP addresses. | `2019-10-01` | Also returned by NER v2.1 |
+| DateTime | N/A | Dates and times of day. | `2019-10-01` | Also returned by NER v2.1 | 
+| DateTime | Date | Calender dates. | `2019-10-01` | Also returned by NER v2.1 |
+| DateTime | Time | Times of day | `2019-10-01` | Also returned by NER v2.1 |
+| DateTime | DateRange | Date ranges. | `2019-10-01` | Also returned by NER v2.1 |
+| DateTime | TimeRange | Time ranges. | `2019-10-01` | Also returned by NER v2.1 |
+| DateTime | Duration | Durations. | `2019-10-01` | Also returned by NER v2.1 |
+| DateTime | Set | Set, repeated times. |  `2019-10-01` | Also returned by NER v2.1 |
 | Quantity | N/A | Numbers and numeric quantities. | `2019-10-01` |  |
-| Quantity | Number | Numbers. | `2019-10-01` | |
-| Quantity | Percentage | Percentages.| `2019-10-01` | |
-| Quantity | Ordinal | Ordinal numbers. | `2019-10-01` | |
-| Quantity | Age | Ages. | `2019-10-01` |  | |
-| Quantity | Currency | Currencies. | `2019-10-01` | |
-| Quantity | Dimension | Dimensions and measurements. | `2019-10-01` | |
-| Quantity | Temperature | Temperatures. | `2019-10-01` | |
+| Quantity | Number | Numbers. | `2019-10-01` | Also returned by NER v2.1 |
+| Quantity | Percentage | Percentages.| `2019-10-01` | Also returned by NER v2.1 |
+| Quantity | Ordinal | Ordinal numbers. | `2019-10-01` | Also returned by NER v2.1 |
+| Quantity | Age | Ages. | `2019-10-01` |  | Also returned by NER v2.1 |
+| Quantity | Currency | Currencies. | `2019-10-01` | Also returned by NER v2.1 |
+| Quantity | Dimension | Dimensions and measurements. | `2019-10-01` | Also returned by NER v2.1 |
+| Quantity | Temperature | Temperatures. | `2019-10-01` | Also returned by NER v2.1 |

articles/cognitive-services/text-analytics/language-support.md

@@ -14,8 +14,7 @@ ms.author: aahi
 # Text Analytics API v3 language support 
 
 > [!IMPORTANT]
-> * This article only describes v3.0 and v3.1-preview.1 of the Text Analytics API. For version 2.1 language support, see the [migration guide](migration-guide.md#version-21-language-support).
-> * version 3.x of the Text Analytics API is currently unavailable in the following regions: Central India, UAE North, South Africa North, China North 2, China East 2.
+> Version 3.x of the Text Analytics API is currently unavailable in the following regions: Central India, UAE North, South Africa North, China North 2, China East 2.
 
 
 #### [Sentiment Analysis](#tab/sentiment-analysis)
@@ -52,9 +51,10 @@ ms.author: aahi
 #### [Named Entity Recognition (NER)](#tab/named-entity-recognition)
 
 > [!NOTE]
-> Currently, [v3 entity categories](named-entity-types.md) are only returned on English text. If you call the NER v3 with a different langauge,  The API will return [version 2.1](migration-guide.md?tabs=named-entity-recognition#ner-v21-entity-categories) results, provided the language is supported in version 2.1.
+> * NER v3 currently only supports the English language. If you call NER v3 with a different language,  The API will return v2.1 results, provided the language is supported in version 2.1.
+> * v2.1 only returns the full set of available entities for the English, Chinese-Simplified, French, German, and Spanish languages. the "Person", "Location" and "Organization" entities are returned for other languages.
 
-| Language               | Language code | v2 support | v3 support | Starting with v3 model version: |       Notes        |
+| Language               | Language code | v2.1 support | v3 support | Starting with v3 model version: |       Notes        |
 |:-----------------------|:-------------:|:----------:|:----------:|:-------------------------------:|:------------------:|
 | Arabic*                |     `ar`      |     ✓      |            |                                 |                    |
 | Czech*                 |     `cs`      |     ✓      |            |                                 |                    |

articles/cognitive-services/text-analytics/migration-guide.md

@@ -64,40 +64,6 @@ You will also need to update your application to use the [entity categories](nam
 [!INCLUDE [Client library migration information](includes/client-library-migration-section.md)]
 
 
-## NER v2.1 entity categories
-
-NER v2.1 is limited to the entity categories below.
-
-> [!NOTE] 
-> The full set of supported NER entities listed are available only for the English, Chinese-Simplified, French, German, and Spanish languages. Only the "Person", "Location" and "Organization" entities are returned for the other languages.
-
-| Type  | Subcategories | Example |
-|:-----------   |:------------- |:---------|
-| Person        | N/A\*         | "Jeff", "Bill Gates"     |
-| Location      | N/A\*         | "Redmond, Washington", "Paris"  |
-| Organization  | N/A\*         | "Microsoft"   |
-| Quantity      | Number        | "6", "six"     |
-| Quantity      | Percentage    | "50%", "fifty percent"|
-| Quantity      | Ordinal       | "2nd", "second"     |
-| Quantity      | Age           | "90 day old", "30 years old"    |
-| Quantity      | Currency      | "$10.99"     |
-| Quantity      | Dimension     | "10 miles", "40 cm"     |
-| Quantity      | Temperature   | "32 degrees"    |
-| DateTime      | N/A\*         | "6:30PM February 4, 2012"      |
-| DateTime      | Date          | "May 2nd, 2017", "05/02/2017"   |
-| DateTime      | Time          | "8am", "8:00"  |
-| DateTime      | DateRange     | "May 2nd to May 5th"    |
-| DateTime      | TimeRange     | "6pm to 7pm"     |
-| DateTime      | Duration      | "1 minute and 45 seconds"   |
-| DateTime      | Set           | "every Tuesday"     |
-| URL           | N/A\*         | "https:\//www.bing.com"    |
-| Email         | N/A\*         | "[email protected]" |
-| US Phone Number  | N/A\*         | (US phone numbers only) "(312) 555-0176" |
-| IP Address    | N/A\*         | "10.0.0.100" |
-
-\* Depending on the input and extracted entities, certain entities may omit the `SubType`.  
-
-
 #### [Language detection](#tab/language-detection)
 
 ## Feature changes 

articles/cognitive-services/text-analytics/named-entity-types.md

@@ -15,7 +15,7 @@ ms.author: aahi
 
 # Supported entity categories in Named Entity Recognition v3
 
-Use this article to find the entity categories that can be returned by [Named Entity Recognition](how-tos/text-analytics-how-to-entity-linking.md) (NER) starting in version 3.0. A preview of NER v3.1 is also available, which includes the ability to detect personal (`PII`) and health (`PHI`) information.
+Use this article to find the entity categories that can be returned by [Named Entity Recognition](how-tos/text-analytics-how-to-entity-linking.md) (NER). A preview of NER v3.1 is also available, which includes the ability to detect personal (`PII`) and health (`PHI`) information.
 
 ## Entity categories