ner - remove preview

Author: sdgilley

articles/machine-learning/how-to-label-data.md

@@ -143,7 +143,7 @@ To delete *all* bounding boxes in the current image, select the **Delete all reg
 
 After you create the bounding boxes for an image, select **Submit** to save your work, or your work in progress won't be saved.
 
-## Tag images and specify polygons for image segmentation 
+## Tag images and specify polygons for image segmentation
 
 If your project is of type "Instance Segmentation (Polygon)," you'll specify one or more polygons in the image and apply a tag to each polygon. Images can have multiple bounding polygons, each with a single tag. Use **View detailed instructions** to determine if multiple bounding polygons are used in your project.
 
@@ -165,7 +165,7 @@ To delete *all* polygons in the current image, select the **Delete all regions**
 
 After you create the polygons for an image, select **Submit** to save your work, or your work in progress won't be saved.
 
-## <a name="label-text"></a>Label text
+## Label text
 
 When tagging text, use the toolbar to:
 
@@ -181,16 +181,12 @@ There are three text project types:
 |---------|---------|
 | Classification Multi-Class | Assign a single tag to the entire text entry.  You can only select one tag for each text item.  Select a tag and then select **Submit** to move to the next entry.  |
 | Classification Multi-Label     | Assign one *or more* tags to each text entry.  You can select multiple tags for each text item.   Select all the tags that apply and then select **Submit** to move to the next entry.    |
-| Named entity recognition (preview) | Tag different words or phrases in each text entry.  See directions in the section below.
+| Named entity recognition | Tag different words or phrases in each text entry.  See directions in the section below.
 
-> [!IMPORTANT]
-> Named entity recognition is in public preview.
-> The preview version is provided without a service level agreement, and it's not recommended for production workloads. Certain features might not be supported or might have constrained capabilities. 
-> For more information, see [Supplemental Terms of Use for Microsoft Azure Previews](https://azure.microsoft.com/support/legal/preview-supplemental-terms/).
 
 To see the project-specific directions, select **Instructions** and go to **View detailed instructions**.
 
-### Tag words and phrases (preview)
+### Tag words and phrases 
 
 If your project is set up for named entity recognition, you tag different words or phrases in each text item. To label text: