The answer mentioned by Chris is the solution :

    @ManyToOne
    @Fetch(FetchMode.SELECT)
    @JoinColumn(name = "FK_COUNTRY")
    private CountryEntity country;

Because the FetchModeType is marked as EAGER, the default FetchMode is JOIN. That's why in my case, I have to force it to SELECT