On the show, her character joked after hearing that Booker had come to her colleague's event saying, "I guess anything to get out of Newark, huh?"
Booker tweeted "Ouch!" at Kaling on Thursday. He added that he still loved her, though.
She responded that if her character "shades" it, "it means we know it's cool," and said the love was mutual. Booker then asked her to dinner in Newark.
She asked for a train schedule, which the Port Authority of New York and New Jersey quickly sent her.
Booker then called Kaling "Lyft worthy" and promised to send one.
Booker's spokesman says the date hasn't yet been scheduled.
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