diff --git a/docling/utils/layout_postprocessor.py b/docling/utils/layout_postprocessor.py
index 7274a600..8cb6bc55 100644
--- a/docling/utils/layout_postprocessor.py
+++ b/docling/utils/layout_postprocessor.py
@@ -264,29 +264,26 @@ class LayoutPostprocessor:
         # Remove clusters with no cells
         clusters = [cluster for cluster in clusters if cluster.cells]
 
-        ###########################################################################################
-        # Debug
-        # # Handle orphaned cells
-        # unassigned = self._find_unassigned_cells(clusters)
-        # if unassigned:
-        #     next_id = max((c.id for c in clusters), default=0) + 1
-        #     orphan_clusters = []
-        #     for i, cell in enumerate(unassigned):
-        #         conf = 1.0
-        #         if isinstance(cell, OcrCell):
-        #             conf = cell.confidence
+        # Handle orphaned cells
+        unassigned = self._find_unassigned_cells(clusters)
+        if unassigned:
+            next_id = max((c.id for c in clusters), default=0) + 1
+            orphan_clusters = []
+            for i, cell in enumerate(unassigned):
+                conf = 1.0
+                if isinstance(cell, OcrCell):
+                    conf = cell.confidence
 
-        #         orphan_clusters.append(
-        #             Cluster(
-        #                 id=next_id + i,
-        #                 label=DocItemLabel.TEXT,
-        #                 bbox=cell.bbox,
-        #                 confidence=conf,
-        #                 cells=[cell],
-        #             )
-        #         )
-        #     clusters.extend(orphan_clusters)
-        ###########################################################################################
+                orphan_clusters.append(
+                    Cluster(
+                        id=next_id + i,
+                        label=DocItemLabel.TEXT,
+                        bbox=cell.bbox,
+                        confidence=conf,
+                        cells=[cell],
+                    )
+                )
+            clusters.extend(orphan_clusters)
 
         # Iterative refinement
         prev_count = len(clusters) + 1