Docs fixups following #10534

Author: TimMenninger

docs/client_advanced.rst

@@ -472,8 +472,8 @@ Custom socket creation
 ^^^^^^^^^^^^^^^^^^^^^^
 
 If the default socket is insufficient for your use case, pass an optional
-`socket_factory` to the :class:`~aiohttp.TCPConnector`, which implements
-`SocketFactoryType`. This will be used to create all sockets for the
+``socket_factory`` to the :class:`~aiohttp.TCPConnector`, which implements
+``SocketFactoryType``. This will be used to create all sockets for the
 lifetime of the class object. For example, we may want to change the
 conditions under which we consider a connection dead. The following would
 make all sockets respect 9*7200 = 18 hours::

docs/client_reference.rst

@@ -1132,7 +1132,7 @@ is controlled by *force_close* constructor's parameter).
 
    Be sure to use ``aiohttp.AddrInfoType`` rather than
    ``aiohappyeyeballs.AddrInfoType`` to avoid import breakage, as
-   it is likely to be removed from ``aiohappyeyeballs`` in the
+   it is likely to be removed from :ref:`aiohappyeyeballs` in the
    future.
 
 
@@ -1146,7 +1146,7 @@ is controlled by *force_close* constructor's parameter).
 
    Be sure to use ``aiohttp.SocketFactoryType`` rather than
    ``aiohappyeyeballs.SocketFactoryType`` to avoid import breakage,
-   as it is likely to be removed from ``aiohappyeyeballs`` in the
+   as it is likely to be removed from :ref:`aiohappyeyeballs` in the
    future.
 
 
@@ -1278,8 +1278,8 @@ is controlled by *force_close* constructor's parameter).
 
         .. versionadded:: 3.10
 
-   :param :py:data:``SocketFactoryType`` socket_factory: This function takes an
-      :py:data:``AddrInfoType`` and is used in lieu of ``socket.socket()`` when
+   :param SocketFactoryType socket_factory: This function takes an
+      :py:data:`AddrInfoType` and is used in lieu of ``socket.socket()`` when
       creating TCP connections.
 
         .. versionadded:: 3.12