Angelina Jolie in Chicago -- For Reals

Angelina Jolie and partner Brad Pitt arrive in Chicago via private jet on on Tuesday.

Angie carried baby Shiloh, 14 months, as Brad held onto a napping Maddox, now 6. The boy sure went all out on at his army-style birthday party on Sunday!

Jolie is in Chicago filming her latest crime action thriller Wanted. This shoot is the final leg of filming and is expected to last three weeks.

UPDATE 1: Brad also carried Zahara, 2, off the plane (see below).

UPDATE 2: The Chicago Sun-Times is now reporting that the Angie restaurant sighting in Chicago was on Friday. “She was here doing some pre-production stuff for the film,” The Sun-Times adds. “Then she flew out of town… then returned.”