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How to get off the phone quickly
Explain it isn't a great time.
You're busy with a project, have a deadline and you're trying to get a certain task done, etc. Ask if they can call you back and give them a better time.
Talkers sometimes don't understand subtle hints so it's alright to insist you get back to them later. Starting chatter with them only makes it harder to get off the phone.