question: What country has an LP format, catalog s 31503?
answer: SELECT country FROM table_name_20 WHERE format = "lp" AND catalog = "s 31503"
context: CREATE TABLE table_name_20 (country VARCHAR, format VARCHAR, catalog VARCHAR)