Conversation so far:
What illness did Bob Hope have at the time of his death?
Hope died of pneumonia.
How long did Bob Hope suffer with pneumonia in 2001?
In August 2001, he spent close to two weeks in a hospital recovering from pneumonia.
Did Bob Hope recover from gastrointestinal bleeding?
Bob Hope was released from the hospital Wednesday nearly a week after being hospitalized for gastrointestinal bleeding.
When did Bob Hope die?
Hope died at the age of 100 in 2003.

Question: Where was he when he died?
Self-contained rewrite: Where was Bob Hope at death?