URL-only KazakhBitum Case

KazakhBitum is the URL-only regression case.

It protects against:

• blank reports
• generic subject wording like “this company”
• overconfident website-derived office confirmation
• weak third-party website noise becoming selected evidence

MiniMax remains blocked for URL-only use.