Answer
Yes, the term "prime minister" came into official usage during Campbell-Bannerman's term. Prior to Campbell-Bannerman, the prime minister was known as the "first lord of the treasury". Campbell-Bannerman was the first prime minister to be officially called "prime minister" in the British government.