diff --git a/doc/source/install-guide/ops-troubleshooting-ansiblecachedfacts.rst b/doc/source/install-guide/ops-troubleshooting-ansiblecachedfacts.rst
index 704a425c9a..bdefcd4a67 100644
--- a/doc/source/install-guide/ops-troubleshooting-ansiblecachedfacts.rst
+++ b/doc/source/install-guide/ops-troubleshooting-ansiblecachedfacts.rst
@@ -8,11 +8,14 @@ Linux distribution, kernel version, and network interfaces, is gathered. To
 improve performance, particularly in larger deployments, these facts can be
 cached.
 
-OpenStack-Ansible enables fact caching by default.
+OpenStack-Ansible enables fact caching by default. The facts are cached in
+JSON files within ``/etc/openstack_deploy/ansible_facts``.
 
-`Fact Caching`_ can be disabled or reconfigured through options in ``ansible.cfg``.
+Fact caching can be disabled by commenting out the ``fact_caching``
+parameter in ``playbooks/ansible.cfg``.  Refer to Ansible's documentation on
+`fact caching`_ for more details.
 
-.. _Fact Caching: http://docs.ansible.com/ansible/playbooks_variables.html#fact-caching
+.. _fact caching: http://docs.ansible.com/ansible/playbooks_variables.html#fact-caching
 
 Forcing regeneration of cached facts
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -22,7 +25,7 @@ created on the host, its cached facts may be incorrect. This can lead to
 unexpected errors while running playbooks, and require that the cached facts be
 regenerated.
 
-Run the following command to remove currently cached facts:
+Run the following command to remove all currently cached facts for all hosts:
 
 .. code-block:: shell-session
 
@@ -30,6 +33,11 @@ Run the following command to remove currently cached facts:
 
 New facts will be gathered and cached during the next playbook run.
 
+To clear facts for a single host, find its file within
+``/etc/openstack_deploy/ansible_facts/`` and remove it.  Each host has a JSON
+file that is named after its hostname.  The facts for that host will be
+regenerated on the next playbook run.
+
 --------------
 
 .. include:: navigation.txt