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北 supplies a faint phonetic clue - běi drifted to jì - and anchors the meaning, since
冀 originally named
冀州, the northernmost of the nine ancient provinces. Same
北 appears in
背,
邶. Indexed under Kangxi #12
八 by tradition, taken from the splayed strokes at the bottom of
異.