What’s the difference between merchant identification and transaction categorisation?

Merchant identification reveals who the money was paid to by cleaning messy string data into a recognizable brand name (e.g., AMZN MKTP becomes Amazon), while transaction categorisation explains what the spending was for by assigning it to a specific bucket (e.g., Groceries or Entertainment).