diff --git a/src/memos/graph_dbs/polardb.py b/src/memos/graph_dbs/polardb.py
index 88aef6d33..3f059e8ad 100644
--- a/src/memos/graph_dbs/polardb.py
+++ b/src/memos/graph_dbs/polardb.py
@@ -1178,6 +1178,8 @@ def get_subgraph(
                     MATCH(center: Memory)-[r * 1..{depth}]->(neighbor:Memory)
                     WHERE
                     center.id = '{center_id}'
+                    AND center.status = '{center_status}'
+                    AND center.user_name = '{user_name}'
                     RETURN
                     collect(DISTINCT
                     center), collect(DISTINCT
@@ -1255,7 +1257,9 @@ def get_subgraph(
                                         }
                                     )
 
-                return {"core_node": core_node, "neighbors": neighbors, "edges": edges}
+                return self._convert_graph_edges(
+                    {"core_node": core_node, "neighbors": neighbors, "edges": edges}
+                )
 
         except Exception as e:
             logger.error(f"Failed to get subgraph: {e}", exc_info=True)
@@ -2839,3 +2843,25 @@ def get_edges(
         except Exception as e:
             logger.error(f"Failed to get edges: {e}", exc_info=True)
             return []
+
+    def _convert_graph_edges(self, core_node: dict) -> dict:
+        import copy
+
+        data = copy.deepcopy(core_node)
+        id_map = {}
+        core_node = data.get("core_node", {})
+        core_meta = core_node.get("metadata", {})
+        if "graph_id" in core_meta and "id" in core_node:
+            id_map[core_meta["graph_id"]] = core_node["id"]
+        for neighbor in data.get("neighbors", []):
+            n_meta = neighbor.get("metadata", {})
+            if "graph_id" in n_meta and "id" in neighbor:
+                id_map[n_meta["graph_id"]] = neighbor["id"]
+        for edge in data.get("edges", []):
+            src = edge.get("source")
+            tgt = edge.get("target")
+            if src in id_map:
+                edge["source"] = id_map[src]
+            if tgt in id_map:
+                edge["target"] = id_map[tgt]
+        return data