The word "Gingie" is typically spelled with a "g" rather than a "j". The correct phonetic transcription for this word would be /ˈdʒɪndʒi/, with the "j" sound represented by the IPA symbol /dʒ/. However, it is possible that some individuals or regions may spell the word with a "g" instead of a "j", resulting in "Gingie". It is important to note that correct spelling can vary depending on cultural or regional influences, but proper pronunciation remains consistent across all spellings.