JSON-LD With Multiple @type?

[Campaignium]

I'm working with an organization that is equal parts restaurant, hotel, and conference center. How should I place JSON-LD script on their website? I want to use @type specifications of restaurant, hotel, and meeting room because all those aspects of the organization function separately. What's the best way to go about this? Should I place three different scripts on the homepage or place each script on the individual pages dedicated to dining, lodging, conference center?

[Everett]

I think you will have the best search result features if you put the appropriate script on the matching page for each of those functions. The home page can be just Organization, or the most important @type, such as Hotel, if that's the case.