Which weights should be used with which data?

Weights are a complex issue. Our recommendation:
If doing individual cross sectional analyses, then use the appropriate individual survey weight (WT for 2012 and SWEIGHT for 2005).
If doing a panel analysis, best approximation is to use the weights for 2005 rather than 2012.