diff --git a/pep-0519.txt b/pep-0519.txt
index 949ec7c0b..8f088aa74 100644
--- a/pep-0519.txt
+++ b/pep-0519.txt
@@ -350,7 +350,7 @@ Python 3.6:
 #. Update ``builtins.open()``
    (`done <https://hg.python.org/lookup/254125a265d2>`__)
 #. Update ``os.path``
-   (http://bugs.python.org/issue27186)
+   (`bug <http://bugs.python.org/issue27186>`__)
 #. Add a `glossary <https://docs.python.org/3.6/glossary.html>`__ entry for "path-like"
    (`bug <http://bugs.python.org/issue27186>`__)
 #. Update `"What's New" <https://docs.python.org/3.6/whatsnew/3.6.html>`_