Noised-oracle tracker (tutorial)

Pedagogical baseline for the ColliderML tracking task. Scores ~0.8 TrackML weighted efficiency at split_fraction=0.1, merge_fraction=0.1. Not a real tracker — serves as a calibration point for evaluating your own submissions.

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