diff --git a/.changeset/catalog-graph-use-presentation-api.md b/.changeset/catalog-graph-use-presentation-api.md
new file mode 100644
index 0000000000..b0d73629b4
--- /dev/null
+++ b/.changeset/catalog-graph-use-presentation-api.md
@@ -0,0 +1,5 @@
+---
+'@backstage/plugin-catalog-graph': patch
+---
+
+Replaced `humanizeEntityRef` with the Catalog Presentation API in `CatalogGraphCard` and `CatalogGraphPage` components for consistent entity display.
diff --git a/plugins/catalog-graph/src/alpha.test.tsx b/plugins/catalog-graph/src/alpha.test.tsx
index e0241ec7b0..873ebaa476 100644
--- a/plugins/catalog-graph/src/alpha.test.tsx
+++ b/plugins/catalog-graph/src/alpha.test.tsx
@@ -21,10 +21,21 @@ import {
   createTestEntityPage,
   catalogApiMock,
 } from '@backstage/plugin-catalog-react/testUtils';
+import {
+  defaultEntityPresentation,
+  entityPresentationApiRef,
+} from '@backstage/plugin-catalog-react';
 import catalogGraphPlugin from './alpha';
 import { catalogGraphRouteRef } from './routes';
 import { catalogGraphApiRef, DefaultCatalogGraphApi } from './api';
 
+const mockEntityPresentationApi = {
+  forEntity(entityOrRef: Parameters<typeof defaultEntityPresentation>[0]) {
+    const snapshot = defaultEntityPresentation(entityOrRef);
+    return { snapshot, promise: Promise.resolve(snapshot) };
+  },
+};
+
 const CatalogGraphEntityCard = catalogGraphPlugin.getExtension(
   'entity-card:catalog-graph/relations',
 );
@@ -59,6 +70,7 @@ describe('catalog-graph alpha plugin', () => {
         apis: [
           catalogApiMock({ entities: [entity] }),
           [catalogGraphApiRef, new DefaultCatalogGraphApi()],
+          [entityPresentationApiRef, mockEntityPresentationApi],
         ],
       });
 
@@ -96,6 +108,7 @@ describe('catalog-graph alpha plugin', () => {
         apis: [
           catalogApiMock({ entities: [entity] }),
           [catalogGraphApiRef, new DefaultCatalogGraphApi()],
+          [entityPresentationApiRef, mockEntityPresentationApi],
         ],
       });
 
@@ -132,6 +145,7 @@ describe('catalog-graph alpha plugin', () => {
         apis: [
           catalogApiMock({ entities: [entity] }),
           [catalogGraphApiRef, new DefaultCatalogGraphApi()],
+          [entityPresentationApiRef, mockEntityPresentationApi],
         ],
       });
 
diff --git a/plugins/catalog-graph/src/components/CatalogGraphCard/CatalogGraphCard.test.tsx b/plugins/catalog-graph/src/components/CatalogGraphCard/CatalogGraphCard.test.tsx
index 3ae8310280..e65d40b955 100644
--- a/plugins/catalog-graph/src/components/CatalogGraphCard/CatalogGraphCard.test.tsx
+++ b/plugins/catalog-graph/src/components/CatalogGraphCard/CatalogGraphCard.test.tsx
@@ -20,6 +20,7 @@ import { analyticsApiRef } from '@backstage/core-plugin-api';
 import {
   catalogApiRef,
   EntityProvider,
+  entityPresentationApiRef,
   entityRouteRef,
 } from '@backstage/plugin-catalog-react';
 import { catalogApiMock } from '@backstage/plugin-catalog-react/testUtils';
@@ -36,6 +37,14 @@ import { CatalogGraphCard } from './CatalogGraphCard';
 import Button from '@material-ui/core/Button';
 import { translationApiRef } from '@backstage/core-plugin-api/alpha';
 import { catalogGraphApiRef, DefaultCatalogGraphApi } from '../../api';
+import { defaultEntityPresentation } from '@backstage/plugin-catalog-react';
+
+const mockEntityPresentationApi = {
+  forEntity(entityOrRef: Parameters<typeof defaultEntityPresentation>[0]) {
+    const snapshot = defaultEntityPresentation(entityOrRef);
+    return { snapshot, promise: Promise.resolve(snapshot) };
+  },
+};
 
 describe('<CatalogGraphCard/>', () => {
   let entity: Entity;
@@ -58,6 +67,7 @@ describe('<CatalogGraphCard/>', () => {
       [catalogApiRef, catalog],
       [translationApiRef, mockApis.translation()],
       [catalogGraphApiRef, new DefaultCatalogGraphApi()],
+      [entityPresentationApiRef, mockEntityPresentationApi],
     );
 
     wrapper = (
@@ -241,7 +251,7 @@ describe('<CatalogGraphCard/>', () => {
     expect(analyticsApi.captureEvent).toHaveBeenCalledWith(
       expect.objectContaining({
         action: 'click',
-        subject: 'b:d/c',
+        subject: 'd/c',
         attributes: {
           to: '/entity/{kind}/{namespace}/{name}',
         },
diff --git a/plugins/catalog-graph/src/components/CatalogGraphCard/CatalogGraphCard.tsx b/plugins/catalog-graph/src/components/CatalogGraphCard/CatalogGraphCard.tsx
index 10ba73e2b6..6032f0a3d2 100644
--- a/plugins/catalog-graph/src/components/CatalogGraphCard/CatalogGraphCard.tsx
+++ b/plugins/catalog-graph/src/components/CatalogGraphCard/CatalogGraphCard.tsx
@@ -19,10 +19,10 @@ import {
   parseEntityRef,
   stringifyEntityRef,
 } from '@backstage/catalog-model';
-import { useAnalytics, useRouteRef } from '@backstage/core-plugin-api';
+import { useAnalytics, useRouteRef, useApi } from '@backstage/core-plugin-api';
 import {
   EntityInfoCard,
-  humanizeEntityRef,
+  entityPresentationApiRef,
   useEntity,
   entityRouteRef,
 } from '@backstage/plugin-catalog-react';
@@ -89,6 +89,7 @@ export const CatalogGraphCard = (
   const navigate = useNavigate();
   const classes = useStyles({ height });
   const analytics = useAnalytics();
+  const entityPresentationApi = useApi(entityPresentationApiRef);
 
   const defaultOnNodeClick = useCallback(
     (node: EntityNode, _: MouseEvent<unknown>) => {
@@ -100,12 +101,12 @@ export const CatalogGraphCard = (
       });
       analytics.captureEvent(
         'click',
-        node.entity.metadata.title ?? humanizeEntityRef(nodeEntityName),
+        entityPresentationApi.forEntity(node.entity).snapshot.primaryTitle,
         { attributes: { to: path } },
       );
       navigate(path);
     },
-    [catalogEntityRoute, navigate, analytics],
+    [catalogEntityRoute, navigate, analytics, entityPresentationApi],
   );
 
   const catalogGraphParams = qs.stringify(
diff --git a/plugins/catalog-graph/src/components/CatalogGraphPage/CatalogGraphPage.tsx b/plugins/catalog-graph/src/components/CatalogGraphPage/CatalogGraphPage.tsx
index 93bdc94860..1df2ec1961 100644
--- a/plugins/catalog-graph/src/components/CatalogGraphPage/CatalogGraphPage.tsx
+++ b/plugins/catalog-graph/src/components/CatalogGraphPage/CatalogGraphPage.tsx
@@ -14,7 +14,7 @@
  * limitations under the License.
  */
 
-import { parseEntityRef } from '@backstage/catalog-model';
+import { parseEntityRef, stringifyEntityRef } from '@backstage/catalog-model';
 import {
   Content,
   ContentHeader,
@@ -22,10 +22,10 @@ import {
   Page,
   SupportButton,
 } from '@backstage/core-components';
-import { useAnalytics, useRouteRef } from '@backstage/core-plugin-api';
+import { useAnalytics, useRouteRef, useApi } from '@backstage/core-plugin-api';
 import {
+  entityPresentationApiRef,
   entityRouteRef,
-  humanizeEntityRef,
 } from '@backstage/plugin-catalog-react';
 import Grid from '@material-ui/core/Grid';
 import Paper from '@material-ui/core/Paper';
@@ -157,9 +157,12 @@ export const CatalogGraphPage = (
     toggleShowFilters,
   } = useCatalogGraphPage({ initialState });
   const analytics = useAnalytics();
+  const entityPresentationApi = useApi(entityPresentationApiRef);
   const onNodeClick = useCallback(
     (node: EntityNode, event: MouseEvent<unknown>) => {
       const nodeEntityName = parseEntityRef(node.id);
+      const nodeTitle = entityPresentationApi.forEntity(node.entity).snapshot
+        .primaryTitle;
 
       if (event.shiftKey) {
         const path = catalogEntityRoute({
@@ -168,28 +171,35 @@ export const CatalogGraphPage = (
           name: nodeEntityName.name,
         });
 
-        analytics.captureEvent(
-          'click',
-          node.entity.metadata.title ?? humanizeEntityRef(nodeEntityName),
-          { attributes: { to: path } },
-        );
+        analytics.captureEvent('click', nodeTitle, {
+          attributes: { to: path },
+        });
         navigate(path);
       } else {
-        analytics.captureEvent(
-          'click',
-          node.entity.metadata.title ?? humanizeEntityRef(nodeEntityName),
-        );
+        analytics.captureEvent('click', nodeTitle);
         setRootEntityNames([nodeEntityName]);
       }
     },
-    [catalogEntityRoute, navigate, setRootEntityNames, analytics],
+    [
+      catalogEntityRoute,
+      navigate,
+      setRootEntityNames,
+      analytics,
+      entityPresentationApi,
+    ],
   );
 
   return (
     <Page themeId="home">
       <Header
         title={t('catalogGraphPage.title')}
-        subtitle={rootEntityNames.map(e => humanizeEntityRef(e)).join(', ')}
+        subtitle={rootEntityNames
+          .map(
+            e =>
+              entityPresentationApi.forEntity(stringifyEntityRef(e)).snapshot
+                .primaryTitle,
+          )
+          .join(', ')}
       />
       <Content stretch className={classes.content}>
         <ContentHeader