To put on an event like Hyde Park Unity Day you have need to apply to the local council for a Public Entertainments License (PEL).
Examples of some of the documentation required are included below
Application for permission to use
You will also need plans of the site and a cheque. Note - since November 2005 licensing an event larger than 6000 people has been a lot more expensive !