Toneless bian is the locality suffix attached to direction words to form nouns of place: 上边 (above), 下边 (below), 里边 (inside), 外边 (outside), 前边 (in front), 后边 (behind), 左边 (on the left), 右边 (on the right). Functions like English '-side / -ward'.
mistakes
Not every compass compound is toneless. 东边 / 南边 reduce bian, but 西边 / 北边 keep the full tone — an inconsistency frozen by the dictionary tradition. Similarly 这边 (full tone) vs 那边 (toneless). When in doubt, treat the unstressed-suffix bian as the marked case and learn the toneless compounds as a closed list.
Same graph as the full-tone 边: motion radical wrapping the bottom-left, indexed under Kangxi #162 walking. In this toneless locality-suffix use the etymology is bleached — speakers no longer feel 'going to the edge', only the abstract '-side' function — but the radical home address is unchanged.
Inherited from the 1956 simplification of 邊. A graphic stand-in for the original phonetic 臱, not a real sound clue — and in the toneless locality use the syllable has reduced further from biān to bian, so any phonetic value 力 ever carried is gone.