Here's why:
* It refers to a specific place. Hyde Park is a well-known park in London, England.
* It is capitalized. Proper nouns are always capitalized.
If you were talking about any park in general, you would use the common noun "park." But since you're referring to a specific park, you use the proper noun "Hyde Park."