lunch celebration near southern turnpike
I don't have great things to offer, but:
There's a Charlie Brown's Steakhouse just east of exit 5.
At exit 4, there's the Sage Diner (pretty good) and several major hotels with restaurants that could probably accommodate.
And here's a link to places a little farther from the turnpike than the above: