diff --git a/data/build_graph.py b/data/build_graph.py
index a3e794e..7276de4 100755
--- a/data/build_graph.py
+++ b/data/build_graph.py
@@ -1,12 +1,15 @@
 #!/usr/bin/env python
 from fetch import wikidata
 from neo4j import GraphDatabase
+import json
 
 
 NEO4J_URI = "bolt://localhost:7687"
 NEO4J_USR = "neo4j"
 NEO4J_PSW = "test"
 
+ALIGNEMENT_FILE_PATH = "data/alignment_result.json"
+
 
 
 def define_link_from_type(link_id):
@@ -88,10 +91,29 @@ def create_graph():
 
 
 
+def align_with_wikimedica():
+    """
+    Align neo4j graph and Wikidata
+    """
+    with open(ALIGNEMENT_FILE_PATH, "r") as align_file:
+        align = json.loads(align_file.read())
+        
+        for entity in align:
+            if 'wikidata_id' in entity:
+                with driver.session() as session:
+                    session.run(
+                        "MATCH (d {id:$wikidata_id})"
+                        "SET d.wikimedia_id = $wikimedica_uri",
+                        wikidata_id=entity['wikidata_id'],
+                        wikimedica_uri=entity['wikimedica_uri'],
+                    )
+
+
 # Conection with Neo4j
 driver = GraphDatabase.driver(NEO4J_URI, auth=(NEO4J_USR, NEO4J_PSW))
 
 create_graph()
+align_with_wikimedica()
 
 # Close Neo4j connection
 driver.close()