diff --git a/erpnext/accounts/doctype/journal_entry/journal_entry.js b/erpnext/accounts/doctype/journal_entry/journal_entry.js
index 8196589829d..5f59f036ef9 100644
--- a/erpnext/accounts/doctype/journal_entry/journal_entry.js
+++ b/erpnext/accounts/doctype/journal_entry/journal_entry.js
@@ -385,13 +385,12 @@ frappe.ui.form.on("Journal Entry Account", {
 		if(!d.account && d.party_type && d.party) {
 			if(!frm.doc.company) frappe.throw(__("Please select Company"));
 			return frm.call({
-				method: "erpnext.accounts.doctype.journal_entry.journal_entry.get_party_account_and_balance",
+				method: "erpnext.accounts.doctype.journal_entry.journal_entry.get_party_account_and_currency",
 				child: d,
 				args: {
 					company: frm.doc.company,
 					party_type: d.party_type,
 					party: d.party,
-					cost_center: d.cost_center
 				}
 			});
 		}
diff --git a/erpnext/accounts/doctype/journal_entry/journal_entry.py b/erpnext/accounts/doctype/journal_entry/journal_entry.py
index 0fbeb302aeb..fa20ecfd64e 100644
--- a/erpnext/accounts/doctype/journal_entry/journal_entry.py
+++ b/erpnext/accounts/doctype/journal_entry/journal_entry.py
@@ -1405,22 +1405,15 @@ def get_outstanding(args):
 
 
 @frappe.whitelist()
-def get_party_account_and_balance(company, party_type, party, cost_center=None):
+def get_party_account_and_currency(company, party_type, party):
 	if not frappe.has_permission("Account"):
 		frappe.msgprint(_("No Permission"), raise_exception=1)
 
 	account = get_party_account(party_type, party, company)
 
-	account_balance = get_balance_on(account=account, cost_center=cost_center)
-	party_balance = get_balance_on(
-		party_type=party_type, party=party, company=company, cost_center=cost_center
-	)
-
 	return {
 		"account": account,
-		"balance": account_balance,
-		"party_balance": party_balance,
-		"account_currency": frappe.db.get_value("Account", account, "account_currency"),
+		"account_currency": frappe.get_cached_value("Account", account, "account_currency"),
 	}