Turner was captured on March 5 in North Carolina. On Monday, he appeared in court in Rosenberg.
Investigators say he stabbed both his wife, Keitha Turner, and her mother, Betty Jo Frank, the day after Christmas. Police think the Turner's children witnessed the murders.