Please find below the transactions on my terminal with trying to purge
and reinstall the server.  Hope it makes sense to someone:

kay...@ubuntu:~$ mysql -u root -p
Enter password: 
Welcome to the MySQL monitor.  Commands end with ; or \g.
Your MySQL connection id is 1
Server version: 5.1.41-3ubuntu12.6 (Ubuntu)

Type 'help;' or '\h' for help. Type '\c' to clear the current input
statement.

mysql> show databases;
ERROR 2006 (HY000): MySQL server has gone away
No connection. Trying to reconnect...
Connection id:    1
Current database: *** NONE ***

+---------------------------+
| Database                  |
+---------------------------+
| information_schema        |
| cssc_central_4_0          |
| ihris_manage              |
| ihris_manage_demo         |
| manage_northern_ghana_4_0 |
| manage_togo_4_0           |
| manage_togo_4_0_dev       |
| mysql                     |
| qualify_NMCN_4_0          |
| qualify_demo              |
+---------------------------+
10 rows in set (0.00 sec)

mysql> exit
Bye
kay...@ubuntu:~$ sudo apt-get purge mysql-server-5.1
[sudo] password for kayodu: 
Reading package lists... Done
Building dependency tree       
Reading state information... Done
The following packages were automatically installed and are no longer required:
  linux-headers-2.6.32-21 linux-headers-2.6.32-21-generic
Use 'apt-get autoremove' to remove them.
The following packages will be REMOVED:
  mysql-server-5.1*
0 upgraded, 0 newly installed, 1 to remove and 2 not upgraded.
After this operation, 15.0MB disk space will be freed.
Do you want to continue [Y/n]? y
(Reading database ... 175042 files and directories currently installed.)
Removing mysql-server-5.1 ...
mysql stop/waiting
Purging configuration files for mysql-server-5.1 ...
Processing triggers for man-db ...
Processing triggers for ureadahead ...
kay...@ubuntu:~$ mysql -u root -p
Enter password: 
ERROR 2002 (HY000): Can't connect to local MySQL server through socket 
'/var/run/mysqld/mysqld.sock' (111)
kay...@ubuntu:~$ sudo apt-get install mysql-server-5.1
Reading package lists... Done
Building dependency tree       
Reading state information... Done
The following packages were automatically installed and are no longer required:
  linux-headers-2.6.32-21 linux-headers-2.6.32-21-generic
Use 'apt-get autoremove' to remove them.
Suggested packages:
  tinyca
The following NEW packages will be installed:
  mysql-server-5.1
0 upgraded, 1 newly installed, 0 to remove and 2 not upgraded.
Need to get 0B/7,008kB of archives.
After this operation, 15.0MB of additional disk space will be used.
Preconfiguring packages ...
Selecting previously deselected package mysql-server-5.1.
(Reading database ... 174965 files and directories currently installed.)
Unpacking mysql-server-5.1 (from 
.../mysql-server-5.1_5.1.41-3ubuntu12.6_i386.deb) ...
Processing triggers for ureadahead ...
Processing triggers for man-db ...
Setting up mysql-server-5.1 (5.1.41-3ubuntu12.6) ...
mysql start/running, process 18314

Processing triggers for libc-bin ...
ldconfig deferred processing now taking place
kay...@ubuntu:~$ mysql -u root -p
Enter password: 
ERROR 2002 (HY000): Can't connect to local MySQL server through socket 
'/var/run/mysqld/mysqld.sock' (111)
kay...@ubuntu:~$ mysql -u root -p
Enter password: 
ERROR 2002 (HY000): Can't connect to local MySQL server through socket 
'/var/run/mysqld/mysqld.sock' (111)
kay...@ubuntu:~$

-- 
package mysql-server-5.1 5.1.41-3ubuntu12.3 failed to install/upgrade: 
subprocess new pre-installation script returned error exit status 1
https://bugs.launchpad.net/bugs/617678
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