diff --git a/ChangeLog.md b/ChangeLog.md
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@@ -4,6 +4,7 @@ Starting with v1.31.6, this file will contain a record of major features and upd
 
 ## Upcoming
 
+- Add documentation for group keys in `%%graph_notebook_vis_options` ([Link to PR](https://github.com/aws/graph-notebook/pull/703))
 - Enabled `--query-timeout` on `%%oc explain` for Neptune Analytics ([Link to PR](https://github.com/aws/graph-notebook/pull/701))
 
 ## Release 4.6.0 (September 19, 2024)