diff --git a/mypaper-final.tex b/mypaper-final.tex
index e8299c85696d318c48dcf1411c1acec5cc1b979e..49fae403059179dfc2e7584a99ef28ec0499ed68 100644
--- a/mypaper-final.tex
+++ b/mypaper-final.tex
@@ -432,9 +432,9 @@ strings for each KB entity. For Twitter entities, we used the display
 names that we collected. 
 
 We consider the names of the entities that
-are part of the URL as canonical. For example in
-http://en.wikipedia.org/wiki/Benjamin\_Bronfman, Benjamin Bronfman is
-a canonical name of the entity. From the combined name variants and
+are part of the URL as canonical. For example in entity\\
+\url{http://en.wikipedia.org/wiki/Benjamin_Bronfman}\\
+Benjamin Bronfman is a canonical name of the entity. From the combined name variants and
 the canonical names, we  created four sets of profiles for each
 entity: canonical(cano) canonical partial (cano-part), all name
 variants combined (all) and partial names of all name
