diff --git a/packages/desktop-client/src/components/transactions/TransactionsTable.jsx b/packages/desktop-client/src/components/transactions/TransactionsTable.jsx
index 6a9f5d65648..fe4549a1e0f 100644
--- a/packages/desktop-client/src/components/transactions/TransactionsTable.jsx
+++ b/packages/desktop-client/src/components/transactions/TransactionsTable.jsx
@@ -1968,7 +1968,9 @@ export const TransactionTable = forwardRef((props, ref) => {
       afterSave(() => {
         const transactions = latestState.current.transactions;
         const idx = transactions.findIndex(t => t.id === id);
-        const parent = transactionMap.get(transactions[idx]?.parent_id);
+        const parent = transactions.find(
+          t => t.id === transactions[idx]?.parent_id,
+        );
 
         if (
           isLastChild(transactions, idx) &&
diff --git a/upcoming-release-notes/2144.md b/upcoming-release-notes/2144.md
new file mode 100644
index 00000000000..d03b7b0ce7d
--- /dev/null
+++ b/upcoming-release-notes/2144.md
@@ -0,0 +1,6 @@
+---
+category: Bugfix
+authors: [jasonmichalski]
+---
+
+Fix when pressing Enter adds an extra split transaction when no split remains