diff --git a/CHANGELOG.md b/CHANGELOG.md
index a3fb7ab6..e9b58ffd 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,7 @@
+## 1.5.3
+
+- Store routing in LayoutElement
+
 ## 1.5.2
 
 ### Fix
diff --git a/unstructured_inference/__version__.py b/unstructured_inference/__version__.py
index 928be505..e375e78d 100644
--- a/unstructured_inference/__version__.py
+++ b/unstructured_inference/__version__.py
@@ -1 +1 @@
-__version__ = "1.5.2"  # pragma: no cover
+__version__ = "1.5.3"  # pragma: no cover
diff --git a/unstructured_inference/inference/layout.py b/unstructured_inference/inference/layout.py
index 5b956d2a..25c510ad 100644
--- a/unstructured_inference/inference/layout.py
+++ b/unstructured_inference/inference/layout.py
@@ -203,9 +203,13 @@ def get_elements_with_detection_model(
         # remote call in the future.
         assert self.image is not None
         inferred_layout: LayoutElements = self.detection_model(self.image)
+        routing = inferred_layout.routing
+        routing_score = inferred_layout.routing_score
         inferred_layout = self.detection_model.deduplicate_detected_elements(
             inferred_layout,
         )
+        inferred_layout.routing = routing
+        inferred_layout.routing_score = routing_score
 
         if inplace:
             self.elements_array = inferred_layout
diff --git a/unstructured_inference/inference/layoutelement.py b/unstructured_inference/inference/layoutelement.py
index fb3e073e..23f87094 100644
--- a/unstructured_inference/inference/layoutelement.py
+++ b/unstructured_inference/inference/layoutelement.py
@@ -26,6 +26,8 @@ class LayoutElements(TextRegions):
     element_class_id_map: dict[int, str] = field(default_factory=dict)
     text_as_html: np.ndarray = field(default_factory=lambda: np.array([]))
     table_as_cells: np.ndarray = field(default_factory=lambda: np.array([]))
+    routing: str | None = None
+    routing_score: float | None = None
     _optional_array_attributes: list[str] = field(
         init=False,
         default_factory=lambda: [