Update ✨Entity Linking Application✨.py

✨Entity Linking Application✨.py

@@ -475,46 +475,46 @@ def main_cli():
                             
                         my_bar.empty()
                         st.write(f"✅ Applined Candidate Selection module (4/5) [{number}/{len(list_with_full_names)}]")
-                        with st.spinner(f"Applying Candidate Matching module... (5/5) [{number}/{len(list_with_full_names)}]"):
-                            if sorted_data:
-                                sorted_top = sorted_data[0]
-                                for k, v in sorted_top.items():
-                                    qid = k.split("/")[-1]
-                                    
-                                    wikidata2wikipedia = f"""
-                                        SELECT ?wikipedia
-                                        WHERE {{
-                                              ?wikipedia schema:about wd:{qid} .
-                                              ?wikipedia schema:isPartOf <https://en.wikipedia.org/> .
-                                        }}
-                                        """
-                                    results = get_resultss(wikidata2wikipedia)
-    
-                                    for result in results["results"]["bindings"]:
-                                        for key, value in result.items():
-                                            wikipedia = value.get("value", "None")
-                                    
-                                    sparql = SPARQLWrapper("http://dbpedia.org/sparql")
-                                    wikidata2dbpedia = f"""
-                                        SELECT ?dbpedia
-                                        WHERE {{
-                                              ?dbpedia owl:sameAs <http://www.wikidata.org/entity/{qid}>.
-                                        }}
-                                        """
-                                    sparql.setQuery(wikidata2dbpedia)
-                                    sparql.setReturnFormat(JSON)
-                                    results = sparql.query().convert()
+                    with st.spinner(f"Applying Candidate Matching module... (5/5) [{number}/{len(list_with_full_names)}]"):
+                        if sorted_data:
+                            sorted_top = sorted_data[0]
+                            for k, v in sorted_top.items():
+                                qid = k.split("/")[-1]
+                                
+                                wikidata2wikipedia = f"""
+                                    SELECT ?wikipedia
+                                    WHERE {{
+                                          ?wikipedia schema:about wd:{qid} .
+                                          ?wikipedia schema:isPartOf <https://en.wikipedia.org/> .
+                                    }}
+                                    """
+                                results = get_resultss(wikidata2wikipedia)
+
+                                for result in results["results"]["bindings"]:
+                                    for key, value in result.items():
+                                        wikipedia = value.get("value", "None")
+                                
+                                sparql = SPARQLWrapper("http://dbpedia.org/sparql")
+                                wikidata2dbpedia = f"""
+                                    SELECT ?dbpedia
+                                    WHERE {{
+                                          ?dbpedia owl:sameAs <http://www.wikidata.org/entity/{qid}>.
+                                    }}
+                                    """
+                                sparql.setQuery(wikidata2dbpedia)
+                                sparql.setReturnFormat(JSON)
+                                results = sparql.query().convert()
+                                
+                                for result in results["results"]["bindings"]:
+                                    dbpedia = result["dbpedia"]["value"]
                                     
-                                    for result in results["results"]["bindings"]:
-                                        dbpedia = result["dbpedia"]["value"]
-                                        
-                                    st.write(f"✅ Applied Candidate Matching module (5/5) [{number}/{len(list_with_full_names)}]")    
-                                    st.text(f"The correct entity for '{o}' is:")    
-                                    st.success(f"Wikipedia: {wikipedia}")
-                                    st.success(f"Wikidata: {k}")
-                                    st.success(f"DBpedia: {dbpedia}")
-                            else:
-                                st.warning(f"The entity: {o} is NIL.")
+                                st.write(f"✅ Applied Candidate Matching module (5/5) [{number}/{len(list_with_full_names)}]")    
+                                st.text(f"The correct entity for '{o}' is:")    
+                                st.success(f"Wikipedia: {wikipedia}")
+                                st.success(f"Wikidata: {k}")
+                                st.success(f"DBpedia: {dbpedia}")
+                        else:
+                            st.warning(f"The entity: {o} is NIL.")
             else:
                 st.warning(f"The mention '{input_mention_user}' was NOT found in the sentence.")
         else: