diff --git a/arches/app/models/resource.py b/arches/app/models/resource.py
index 9cafd8f7b8e..54ceb3b5445 100644
--- a/arches/app/models/resource.py
+++ b/arches/app/models/resource.py
@@ -859,6 +859,7 @@ def get_relations(
 
         ret["total"] = {"value": resource_relations["total"]}
         instanceids = set()
+        preflabel_lookup = dict()
 
         readable_graphids = set(
             permission_backend.get_resource_types_by_perm(
@@ -895,9 +896,18 @@ def get_relations(
                 and str(resourceinstancefrom_graphid) in readable_graphids
             ):
                 try:
-                    preflabel = get_preflabel_from_valueid(
-                        relation["relationshiptype"], lang
-                    )
+                    if f'{relation["relationshiptype"]}{lang}' in preflabel_lookup:
+                        preflabel = preflabel_lookup[
+                            f'{relation["relationshiptype"]}{lang}'
+                        ]
+                    else:
+                        preflabel = get_preflabel_from_valueid(
+                            relation["relationshiptype"], lang
+                        )
+                        preflabel_lookup[f'{relation["relationshiptype"]}{lang}'] = (
+                            preflabel
+                        )
+
                     relation["relationshiptype_label"] = preflabel["value"] or ""
                 except:
                     relation["relationshiptype_label"] = (
diff --git a/releases/7.6.4.md b/releases/7.6.4.md
index 80df85c3c6f..c321eda81bf 100644
--- a/releases/7.6.4.md
+++ b/releases/7.6.4.md
@@ -5,6 +5,7 @@
 -   Remove unnecessary creation of guardian permissions for principal user #[11564](https://github.com/archesproject/arches/issues/11564)
 -   Fix Graph Designer failure when editing large graphs #[11615](https://github.com/archesproject/arches/issues/11615)
 -   Fix failure to download exported search results when using non file-system based storages #[11620](https://github.com/archesproject/arches/issues/11620)
+- Cache resource relationship preflabels to improve report load time #[11583](https://github.com/archesproject/arches/issues/11583)
 
 ### Dependency changes:
 
diff --git a/tests/test_settings.py b/tests/test_settings.py
index 78982437c8b..da9d69a4a83 100644
--- a/tests/test_settings.py
+++ b/tests/test_settings.py
@@ -44,6 +44,7 @@
         "graphs",
         "resource_models",
     ),
+    os.path.join(TEST_ROOT, "fixtures", "jsonld_base", "models"),
 ]
 REFERENCE_DATA_FIXTURE_LOCATION = os.path.join(
     TEST_ROOT, "fixtures", "testing_prj", "testing_prj", "pkg", "reference_data"
diff --git a/tests/views/resource_tests.py b/tests/views/resource_tests.py
index d250d1ec7ec..68507887da2 100644
--- a/tests/views/resource_tests.py
+++ b/tests/views/resource_tests.py
@@ -21,6 +21,10 @@
 from tests.base_test import ArchesTestCase
 from django.urls import reverse
 from arches.app.models.models import EditLog, ResourceInstance
+from arches.app.models.resource import Resource
+from arches.app.models.tile import Tile
+from tests.utils.search_test_utils import sync_es
+from arches.app.search.search_engine_factory import SearchEngineFactory
 from arches.app.utils.betterJSONSerializer import JSONSerializer
 from django.contrib.auth.models import User
 from django.contrib.auth.models import Group
@@ -36,9 +40,12 @@
 
 
 class CommandLineTests(ArchesTestCase):
-    graph_fixtures = ["Data_Type_Model"]
+    graph_fixtures = ["Data_Type_Model", "4564-referenced", "4564-person"]
     data_type_graphid = "330802c5-95bd-11e8-b7ac-acde48001122"
     resource_instance_id = "f562c2fa-48d3-4798-a723-10209806c068"
+    reference_graphid = "e3d4505e-bfa7-11e9-b4dc-0242ac160002"
+    reference_nodeid = "fc3c8080-bfa7-11e9-b4dc-0242ac160002"
+    person_graphid = "0c6269e8-bfa8-11e9-bd39-0242ac160002"
 
     @classmethod
     def setUpTestData(cls):
@@ -314,3 +321,36 @@ def test_crud_allowed_if_no_explicit_permissions(self):
         self.assertEqual(view.status_code, 200)
         self.assertEqual(edit.status_code, 200)
         self.assertEqual(delete.status_code, 200)
+
+    def test_get_related_resource(self):
+        se = SearchEngineFactory().create()
+        user = User.objects.get(username="admin")
+        is_related_to_valueid = "ac41d9be-79db-4256-b368-2f4559cfbe55"
+        en_preflabel = "is related to"
+        person_resourceid = "b6754e7a-7f18-40d1-93fe-61763d37d55e"
+        person_resource = Resource(
+            graph_id=self.person_graphid, resourceinstanceid=person_resourceid
+        )
+        person_resource.save()
+
+        reference_resourceid = "380b8364-50e6-4f5b-af08-0ea3ab56a406"
+        reference_resource = Resource(
+            graph_id=self.reference_graphid, resourceinstanceid=reference_resourceid
+        )
+        reference_resource.save()
+        reference_tile = Tile.get_blank_tile(
+            self.reference_nodeid, reference_resourceid
+        )
+        reference_tile.data[self.reference_nodeid] = [
+            {
+                "resourceName": "",
+                "ontologyProperty": is_related_to_valueid,
+                "inverseOntologyProperty": is_related_to_valueid,
+                "resourceId": person_resourceid,
+            }
+        ]
+        reference_tile.save()
+        sync_es(se)
+        ret = reference_resource.get_related_resources(user=user)
+        relationship = ret["resource_relationships"][0]["relationshiptype_label"]
+        self.assertEqual(relationship, en_preflabel)