question: In what time period did Nanjing transform from a producer to more of a consumer city ?
answer: Into the first half of the twentieth century
turker_answer: During the first half of the twentieth century , Nanjing transformed from a producer to more of a consumer city .
rule-based: Nanjing transformed from a producer to more of a consumer city into the first half of the twentieth century .