updates

Author: genwhittTTD

docs/guides/integration-databricks.md

@@ -12,7 +12,7 @@ import Link from '@docusaurus/Link';
 
 # UID2 Databricks Clean Room Integration Guide
 
-This guide is for advertisers and data providers who want to manage their raw UID2s in a Databricks environment.
+This guide is for advertisers and data providers who want to convert their user data to raw UID2s in a Databricks environment.
 
 [**GWH__MC01 "Amazon Web Services, Google Cloud Platform, or Microsoft Azure." -- which do we use? Or, any and all?**]
 
@@ -86,7 +86,7 @@ Add one or more tables or views to the clean room. You can use any names for the
 
 ### Map DII
 
-Run the `identity_map_v3` clean room [notebook](#https://docs.databricks.com/aws/en/notebooks/) to map email addresses, phone numbers, or their respective hashes to raw UID2s.
+Run the `identity_map_v3` clean room [notebook](https://docs.databricks.com/aws/en/notebooks/) to map email addresses, phone numbers, or their respective hashes to raw UID2s.
 
 ## Running the Clean Room Notebook
 
@@ -156,9 +156,8 @@ The following table shows possible values for the `UNMAPPED` column.
 | `INVALID INPUT TYPE` | The value of `INPUT_TYPE` is invalid. Valid values for `INPUT_TYPE` are: `email`, `email_hash`, `phone`, `phone_hash`. |
 
 
-<!-- 
 
-------------------- BELOW IS A COPY OF SNOWFLAKE DOC HEADINGS ------------------------------
+## BELOW IS A COPY OF SNOWFLAKE DOC HEADINGS
 
 ## Testing in the Integ Environment
 
@@ -176,6 +175,8 @@ xxx
 
 ### Map DII
 
+(**we have this... but, leaving these notes in in case we want to add anything**)
+
 Define types of <Link href="../ref-info/glossary-uid#gl-dii">DII</Link>?
 
 Does the service normalize? (for email / for phone)
@@ -380,5 +381,4 @@ xxx
 
 Query results:
 
-xxx
- -->
+xxx

docs/ref-info/updates-doc.md

@@ -20,6 +20,24 @@ Check out the latest updates to our UID2 documentation resources.
 Use the Tags toolbar to view a subset of documentation updates.
 :::
 
+## Q4 2025
+
+The following documents were released in this quarter.
+
+<CustomTagsContainer tags="Guides">
+
+### Databricks Integration Guide
+
+November 25, 2025
+
+We've added an integration guide for the UID2 Databricks integration.
+
+For details, see [UID2 Databricks Clean Room Integration Guide](../guides/integration-databricks.md).
+
+<!-- APIDOCS-2552 -->
+
+</CustomTagsContainer>
+
 ## Q3 2025
 
 The following documents were released in this quarter.
@@ -37,13 +55,13 @@ We updated the following additional implementations and corresponding documentat
 - Python SDK: see [SDK for Python Reference Guide](../sdks/sdk-ref-python.md)
 - Snowflake: see [Snowflake Integration Guide](../guides/integration-snowflake.md)
 
-<!-- PIDOCS-3320 -->
+<!-- APIDOCS-3320 -->
 
 </CustomTagsContainer>
 
 <CustomTagsContainer tags="Endpoints, Guides, SDKs">
 
-### Identity Map v3
+### Identity Map v3 (Endpoint Doc)
 
 July 11, 2025