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Path to 100% correctness: Regex finds 80%, LLM catches the rest.
1. LLM verification (llm_verify.py):
- Every regex FAIL is re-checked by Qwen (qwen3:32b)
- Binary YES/NO question with evidence extraction
- Overturned checks marked with [LLM] prefix in matched_text
- Graceful fallback if LLM unavailable
2. Section splitter hardening:
- Short lines (<16 chars) only treated as headings if preceded
by blank line — prevents table column headers ("Funktion",
"Speicherdauer") from splitting cookie sections
- Fixes IHK cookie section: 288 words → full section
3. DSFA documentation patterns expanded:
- Recognizes "4.) Ergebnis:" numbered result sections
- Matches risk assessment conclusions
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>