diff --git a/src/_data/sidenav/main.yml b/src/_data/sidenav/main.yml
index d94423c7bc..a147f80ac1 100644
--- a/src/_data/sidenav/main.yml
+++ b/src/_data/sidenav/main.yml
@@ -321,21 +321,6 @@ sections:
       title: Sample Queries
     - path: /unify/profiles-sync/tables
       title: Tables & Materialized Views
-  - section_title: Linked Profiles 
-    slug: unify/linked-profiles
-    section:
-    - section_title: Setup Guides
-      slug: unify/linked-profiles/setup-guides
-      section: 
-        - path: /unify/linked-profiles/setup-guides/bigquery-setup
-          title: BigQuery Setup
-        - path: /unify/linked-profiles/setup-guides/snowflake-setup
-          title: Snowflake Setup
-        - path: /unify/linked-profiles/setup-guides/redshift-setup
-          title: Redshift Setup
-    - path: /unify/linked-profiles/linked-events
-      title: Linked Events
- 
   - section_title: Traits
     slug: unify/traits
     section:
diff --git a/src/unify/linked-profiles/data-graph.md b/src/unify/linked-profiles/data-graph.md
index 115f564946..20c229688e 100644
--- a/src/unify/linked-profiles/data-graph.md
+++ b/src/unify/linked-profiles/data-graph.md
@@ -5,8 +5,8 @@ beta: true
 hidden: true
 ---
 
-> info "Segment's Data Graph is in private beta"
-> The Data Graph is in private beta, and Segment is actively working on this feature. Some functionality may change before it becomes generally available. 
+> info "Segment's Data Graph is in public beta"
+> The Data Graph is in public beta, and Segment is actively working on this feature. Some functionality may change before it becomes generally available. 
 
 With Linked Profiles, you can build a Data Graph that defines relationships between any entity data set in the warehouse and the Segment Profiles you send with Profiles Sync. 
 
@@ -18,6 +18,13 @@ Make this relational data accessible to marketers and business stakeholders to e
 > success ""
 > To help you get started with the Data Graph, [view this short setup demo](https://drive.google.com/file/d/1oZNvs0raYaxK6tds3OEF0Ri3NGVCoXys/view?pli=1){:target="_blank"}.
 
+## Breaking changes 
+
+A breaking change occurs when deleting an entity or relationship that is being referenced by a data consumer. Note that an entity or relationship slug is immutable and treated as a delete if you make changes. Data consumers affected by breaking changes will fail on the next run. 
+
+### Potential breaking change 
+
+Editing the Data Graph may lead to errors with data consumers. If there’s a breaking change, the data consumer will fail on the next run. Unaffected data consumers will continue to work. 
 
 ## Prerequisites
 
@@ -347,11 +354,7 @@ To edit your Data Graph:
 1. Navigate to **Unify > Data Graph**.
 2. Select the **Builder** tab, and click **Edit Data Graph**.
 
-Deleting entities and relationships are not yet supported. 
-
-> info ""
-> While you can edit entities and relationships in the Data Graph, this may lead to errors in downstream services referencing these entities and relationships. Segment recommends you recreate your existing Linked Audience and/or remove the entity from your existing Linked Events mappings.
-
+A data consumer refers to a Segment feature referencing entities and relationships from the Data Graph.
 
 ## Next steps 
 
diff --git a/src/unify/linked-profiles/linked-events.md b/src/unify/linked-profiles/linked-events.md
index 9aece5b100..bc441c2947 100644
--- a/src/unify/linked-profiles/linked-events.md
+++ b/src/unify/linked-profiles/linked-events.md
@@ -2,6 +2,7 @@
 title: Linked Events
 beta: true
 plan: unify
+hidden: true
 ---
 
 > info "Linked Events is in private beta"
diff --git a/src/unify/linked-profiles/setup-guides/BigQuery-setup.md b/src/unify/linked-profiles/setup-guides/BigQuery-setup.md
index b60bdba8f6..69900da775 100644
--- a/src/unify/linked-profiles/setup-guides/BigQuery-setup.md
+++ b/src/unify/linked-profiles/setup-guides/BigQuery-setup.md
@@ -2,6 +2,7 @@
 title: BigQuery Setup
 beta: true
 plan: unify
+hidden: true
 ---
 
 > info "Linked Events is in private beta"
diff --git a/src/unify/linked-profiles/setup-guides/redshift-setup.md b/src/unify/linked-profiles/setup-guides/redshift-setup.md
index 08a776d31e..7737038f95 100644
--- a/src/unify/linked-profiles/setup-guides/redshift-setup.md
+++ b/src/unify/linked-profiles/setup-guides/redshift-setup.md
@@ -2,6 +2,7 @@
 title: Redshift Setup
 beta: true
 plan: unify
+hidden: true
 ---
 
 > info "Linked Events is in private beta"
diff --git a/src/unify/linked-profiles/setup-guides/snowflake-setup.md b/src/unify/linked-profiles/setup-guides/snowflake-setup.md
index c38c8e7672..1462a70443 100644
--- a/src/unify/linked-profiles/setup-guides/snowflake-setup.md
+++ b/src/unify/linked-profiles/setup-guides/snowflake-setup.md
@@ -2,6 +2,7 @@
 title: Snowflake Setup
 plan: unify
 beta: true
+hidden: true
 ---
 
 > info "Linked Profiles is in private beta"