Table: preakness_2007
Columns: date
track
race
dist
purse_us
track_surf
winning_horse
win_jockey

Question: What was the Illinois Derby purse?
SQL: SELECT "purse_us" FROM preakness_2007 WHERE "race" = 'illinois derby'

Question: How much money did Crafty Bear wins with a dist of 1 mile?
SQL: SELECT "purse_us" FROM preakness_2007 WHERE "dist" = '1 mile' AND "winning_horse" = 'crafty bear'

Question: What track did they race on at the Fountain of Youth Stakes?
SQL: SELECT "track" FROM preakness_2007 WHERE "race" = 'fountain of youth stakes'