diff --git a/README.rst b/README.rst
index f0d6eab5..c27bc6b4 100644
--- a/README.rst
+++ b/README.rst
@@ -105,6 +105,11 @@ stack that can cause many tempest tests to fail.
    <https://git.openstack.org/cgit/openstack-infra/elastic-recheck/tree/queries>`_)
    and push the patch up for review.
 
+You can also help classify `Unclassified failed jobs
+<http://status.openstack.org/elastic-recheck/data/uncategorized.html>`_, which is
+an aggregation of all failed gate jobs that don't currently have elastic-recheck
+fingerprints.
+
 Future Work
 ------------
 
diff --git a/web/share/templates/uncategorized.html b/web/share/templates/uncategorized.html
index 04060000..7cb5c250 100644
--- a/web/share/templates/uncategorized.html
+++ b/web/share/templates/uncategorized.html
@@ -63,6 +63,7 @@
 {% endfor %}
 </div>
 <div class='crm114-verbiage'>
+Failures on this page are collected from all gate failures that don't match current elastic-recheck bug fingerprints.<br>
 The crm114 links are logstash queries showing log messages that have been flagged as potential errors.<br>
 More information on the system can be found <a href="http://ci.openstack.org/logstash.html#crm114">here</a>
 </div>