There are several old quarries in this area.
Stones cut from the quarry were used for construction.
Standard spelling with okurigana, clearly indicating the reading.
Variant without okurigana; also common but may be slightly less explicit.
Compound of 石 (stone) + 切り (cutting) + 場 (place).