TC specs are:
Type K
8 gauge
12-14" leads with ceramic spacers
Type K TC block
Type K TC wire to connect to the PID or readout ( Everything from TC tip to PID connection is polarized and type K. It all must be the properly wired with type K wires to get accurate readings)
Type K plug and socket for connecting to the PID/readout (this allows the forge TC to be unplugged and the PID to be plugged into other TC's or devices to read the temp on temper ovens, checking the quench oil temp, etc.)
3/4" ceramic sheath tube ( keeps TC out of corrosive gasses) Get the 12" tube.
The Auber Instruments unit you linked to is exactly what you want. It has the TC, TC block, and TC wire already matched.:
http://www.auberins.com/index.php?main_page=product_info&cPath=20_3&products_id=40
This is the Auberins TC sheath:
http://www.auberins.com/index.php?main_page=product_info&cPath=20_3&products_id=40
This is the Auberins TC connectors:
http://www.auberins.com/index.php?main_page=product_info&cPath=7_43&products_id=427
This is the Auberins PID that works quite well for a forge readout and can easily convert your forge to PID control by adding a few parts:
http://www.auberins.com/index.php?main_page=product_info&cPath=1&products_id=106
Total cost about $100. You might save a few bucks on eBay, but why not get properly tested and matched parts of known quality from a major supplier for almost the same price. You also get great tech support and info from Auber or Omega that you won't get from the Chinese folks on eBay.
Omega has all the above, too. You will have to research each part number individually, so I would suggest going with Auberins. If you want Omega parts, I suggest calling Omega and telling them what your parameters are and letting them give you all the part numbers. It may also be a bit higher price from Omega.
To make the forge run on PID control, add an SSR with heat sink and a solenoid valve made for the propane. In the stickys are the plans for my two-stage PID control that will run the forge at an exact temp plus or minus a few degrees. It works on either venturi or blown burners ( blown is best, though). Make sure you purchase a solenoid valve that is made for propane. It will say something like "propane, natural gas, fuel gas". Just the word "gas" or "air/gas" is not sufficient, as that refers to non-fuel/non-flammable gasses. Conversion to PID control can be done anytime, as it does not change anything in the forge or TC setup. It costs about $100-150 to do if you shop around a bit, and makes your forge three times better, IMHO.