Not relevant at all for the determination of pitch angle.
The very definition of PITCH = the angle between the longitudinal axis and the horizon. The chord line changes when extending leading edge or trailing edge devices so its not even a fixed reference.
That is exactly why the chord line is not used as a reference for pitch.
As for chord line: