diff --git a/scraibe/tasks.py b/scraibe/tasks.py
index e9d88e2..610b186 100644
--- a/scraibe/tasks.py
+++ b/scraibe/tasks.py
@@ -328,13 +328,18 @@ def process_transcription_task(
 
                 prompt = (
                     "Below is a transcript with speaker labels like 'SPEAKER 1', 'SPEAKER 2', etc. "
-                    "Based on how they speak and the context, suggest realistic names for each speaker. "
-                    "Do not add extra commentary. Output ONLY a mapping in this exact format, one per line:\n"
-                    "SPEAKER 1: Suggested Name\n"
-                    "SPEAKER 2: Suggested Name\n"
-                    "SPEAKER 3: Suggested Name\n"
-                    "\n"
-                    "Transcript:\n"
+                    "Based on the context and how each speaker talks, identify each speaker as:
+"                    "- Their real name, if it is clearly mentioned or strongly implied, OR
+"                    "- A concise role/position (e.g., Judge, Doctor, Manager, Interviewer, Client, Witness), "
+                    "if their identity is not clear.
+"                    "Do not invent random personal names. "
+                    "Do not add extra commentary. Output ONLY a mapping in this exact format, one per line:
+"                    "SPEAKER 1: Name or Role
+"                    "SPEAKER 2: Name or Role
+"                    "SPEAKER 3: Name or Role
+"                    "\n"
+                    "Transcript:
+"
                     + transcript_text
                 )