The most appropriate option to complete the sentence is:
A1961, this speech
So the complete sentence would read: "President John F. Kennedy delivered his inaugural address on January 20, 1961; this speech contained his famous line, 'Ask not what your country can do for you—ask what you can do for your country.'"