Apparently Google consider that if you are geo IP located in Belgium with your devices in English, you _have to be_ a Dutch speaker. While I would agree that French speaking Belgians are in majority using French UIs, there are exceptions. Please respect my browser settings!
The solution? I have to put French in my browser accepted languages (not necessarily first) and then Google understand I'm not a Dutch speaker and will stick to English.