Below is the list of tables from the database along with their columns and datatype. Need to generate an accurate SQL query for the question.
Only use the columns present in the respective table. Only use the columns which are required to generate the SQL query. Only use table joins if required and not otherwise.

### Tables ###
TABLE: CREATE TABLE table_1046170_5 ( division VARCHAR, us_open_cup VARCHAR, year VARCHAR )

### Question ###
how many division did not qualify for u.s. open cup in 2003

### Accurate SQL ###

SELECT division FROM table_1046170_5 WHERE us_open_cup = "Did Not Qualify" AND year = 2003