diff --git a/docs/source/development/set_up_vscode.md b/docs/source/development/set_up_vscode.md
index a27dff6257..cd0b062a98 100644
--- a/docs/source/development/set_up_vscode.md
+++ b/docs/source/development/set_up_vscode.md
@@ -256,7 +256,7 @@ Enter the following in your `settings.json` file:
 ```json
 {
   "yaml.schemas": {
-    "https://raw.githubusercontent.com/kedro-org/kedro/develop/static/jsonschema/kedro-catalog-0.18.json": "conf/**/*catalog*"
+    "https://raw.githubusercontent.com/kedro-org/kedro/develop/static/jsonschema/kedro-catalog-0.19.json": "conf/**/*catalog*"
   }
 }
 ```
diff --git a/static/jsonschema/kedro-catalog-0.19.json b/static/jsonschema/kedro-catalog-0.19.json
index d7093004b2..f7c271b01e 100644
--- a/static/jsonschema/kedro-catalog-0.19.json
+++ b/static/jsonschema/kedro-catalog-0.19.json
@@ -13,7 +13,7 @@
             "IncrementalDataset",
             "MemoryDataset",
             "LambdaDataset",
-            "PartitionedDataset",
+            "partitions.PartitionedDataset",
             "api.APIDataset",
             "biosequence.BioSequenceDataset",
             "dask.ParquetDataset",