diff --git a/src/include/duckdb/parser/parsed_data/create_property_graph_info.hpp b/src/include/duckdb/parser/parsed_data/create_property_graph_info.hpp
index e519dd1f8034..a31354b21d6e 100644
--- a/src/include/duckdb/parser/parsed_data/create_property_graph_info.hpp
+++ b/src/include/duckdb/parser/parsed_data/create_property_graph_info.hpp
@@ -58,6 +58,18 @@ struct CreatePropertyGraphInfo : public CreateInfo {
 		return result;
 	};
 
+	shared_ptr<PropertyGraphTable> GetTable(const string &table_name, bool error_not_found = true) {
+		auto entry = label_map.find(table_name);
+		if (entry == label_map.end()) {
+			if (error_not_found) {
+				throw Exception(ExceptionType::INVALID,
+		    "Table " + table_name + " not found in property graph " + property_graph_name);
+			}
+			return nullptr;
+		}
+		return entry->second;
+	}
+
 	//! Serializes a blob into a CreatePropertyGraphInfo
 	void Serialize(Serializer &serializer) const override;
 	//! Deserializes a blob back into a CreatePropertyGraphInfo
diff --git a/src/include/duckdb/parser/property_graph_table.hpp b/src/include/duckdb/parser/property_graph_table.hpp
index 243d3ed2a553..9b0517f1d01f 100644
--- a/src/include/duckdb/parser/property_graph_table.hpp
+++ b/src/include/duckdb/parser/property_graph_table.hpp
@@ -69,5 +69,9 @@ class PropertyGraphTable {
 	bool hasTableNameAlias() {
 		return !table_name_alias.empty();
 	}
+
+	string ToLower(const std::string &str);
+
+	bool IsSourceTable(const string &table_name);
 };
 } // namespace duckdb
diff --git a/src/parser/property_graph_table.cpp b/src/parser/property_graph_table.cpp
index d251df535636..778a7424175b 100644
--- a/src/parser/property_graph_table.cpp
+++ b/src/parser/property_graph_table.cpp
@@ -257,6 +257,20 @@ shared_ptr<PropertyGraphTable> PropertyGraphTable::Deserialize(Deserializer &des
 	return pg_table;
 }
 
+
+// Helper function to convert a string to lowercase
+string PropertyGraphTable::ToLower(const std::string &str) {
+	string result = str;
+	transform(result.begin(), result.end(), result.begin(),
+				   [](unsigned char c){ return std::tolower(c); });
+	return result;
+}
+
+
+bool PropertyGraphTable::IsSourceTable(const string& table_name) {
+	return ToLower(this->source_reference) == ToLower(table_name);
+}
+
 shared_ptr<PropertyGraphTable> PropertyGraphTable::Copy() const {
 	auto result = make_shared_ptr<PropertyGraphTable>();
 
diff --git a/src/parser/transform/statement/transform_create_property_graph.cpp b/src/parser/transform/statement/transform_create_property_graph.cpp
index 3497280ce802..7f42970f2331 100644
--- a/src/parser/transform/statement/transform_create_property_graph.cpp
+++ b/src/parser/transform/statement/transform_create_property_graph.cpp
@@ -92,7 +92,6 @@ Transformer::TransformPropertyGraphTable(duckdb_libpgquery::PGPropertyGraphTable
 		} else {
 			pg_table->source_reference = possible_src_alias->second;
 		}
-
 		D_ASSERT(graph_table->dst_name);
 		auto dst_name = TransformQualifiedName(*graph_table->dst_name);
 		auto possible_dst_alias = table_alias_map.find(dst_name.name);