diff --git a/Doc/library/inspect.rst b/Doc/library/inspect.rst
index 41a784d..3fa44a0 100644
--- a/Doc/library/inspect.rst
+++ b/Doc/library/inspect.rst
@@ -905,10 +905,8 @@
    are the names of the ``*`` and ``**`` arguments or ``None``.  *locals* is the
    locals dictionary of the given frame.
 
-   .. deprecated:: 3.5
-      Use :func:`signature` and
-      :ref:`Signature Object <inspect-signature-object>`, which provide a
-      better introspecting API for callables.
+   .. note::
+      This function was inadvertently marked as deprecated in Python 3.5.
 
 
 .. function:: formatargspec(args[, varargs, varkw, defaults, kwonlyargs, kwonlydefaults, annotations[, formatarg, formatvarargs, formatvarkw, formatvalue, formatreturns, formatannotations]])
@@ -944,10 +942,8 @@
    :func:`getargvalues`.  The format\* arguments are the corresponding optional
    formatting functions that are called to turn names and values into strings.
 
-   .. deprecated:: 3.5
-      Use :func:`signature` and
-      :ref:`Signature Object <inspect-signature-object>`, which provide a
-      better introspecting API for callables.
+   .. note::
+      This function was inadvertently marked as deprecated in Python 3.5.
 
 
 .. function:: getmro(cls)
diff --git a/Doc/whatsnew/3.5.rst b/Doc/whatsnew/3.5.rst
index edb74f0..a6ba5bb 100644
--- a/Doc/whatsnew/3.5.rst
+++ b/Doc/whatsnew/3.5.rst
@@ -2327,11 +2327,12 @@
 removed in Python 3.6.  (See :issue:`20438` for details.)
 
 The :mod:`inspect` :func:`~inspect.getfullargspec`,
-:func:`~inspect.getargvalues`, :func:`~inspect.getcallargs`,
-:func:`~inspect.getargvalues`, :func:`~inspect.formatargspec`, and
-:func:`~inspect.formatargvalues` functions are deprecated in favor of
-the :func:`inspect.signature` API.
-(Contributed by Yury Selivanov in :issue:`20438`.)
+:func:`~inspect.getcallargs`, and :func:`~inspect.formatargspec` functions are
+deprecated in favor of the :func:`inspect.signature` API. (Contributed by Yury
+Selivanov in :issue:`20438`.)
+
+:func:`~inspect.getargvalues` and :func:`~inspect.formatargvalues` functions
+were inadvertently marked as deprecated with the release of Python 3.5.0.
 
 Use of :const:`re.LOCALE` flag with str patterns or :const:`re.ASCII` is now
 deprecated.  (Contributed by Serhiy Storchaka in :issue:`22407`.)