Might be possible that 8e0907411 is the part number for the metal case around the ECU, not specific to the electronics of the ECU itself??
https://www.audiusaparts.com/oem-parts/audi-lower-cover-8e0907411hIn any case, as mentioned above the 2003 a4 ecu should be 8E0909518AF . I also have a '03 A4 and this was definitely what it came with.
If you read the ECU using nefmoto, it will report the actual ECU number.
If you start into tuning of your 8E0909518AF hardware, I would suggest re-flashing it with the 8E0909518AK-0003 .bin (from 2004 A4) which is cross-flashable onto ECU hardware: 8E0909518AF, 8E0909518AK, & 8E0909518BC as found in 2002.5-2005 Audi A4 1.8t with wideband 02 sensor..
The 8E0909518AK-0003 .bin has well developed map definitions available and this was the software version used in the
Nefmoto community project: Stage1 1.8t ME7.5 A4 (8E0909518AK-0003)
http://nefariousmotorsports.com/forum/index.php?topic=6955.0