A beautiful woman was sitting one row ahead of me.

Literal

Beautiful woman [subject-が] my one-row ahead [in-に] was-sitting.

私の一列前に座っていた — 一列前 means 'one row in front.' 座っていた marks the past state. A narrative detail about seating.