{
"event": "PreToolUse",
"tool_name": "Bash",
"tool_input": {
"command": "grep -n -A80 \"def _extract_entities_2pass\" \/var\/www\/scripts\/pipeline\/analyzers\/entity_extractor.py | tail -40",
"description": "Check rest of 2pass code"
}
}
{
"tool_response": {
"stdout": "198- db.log(\"WARNING\", \"Failed to parse Pass 2 JSON\")\n199- # Fallback: return uncategorized entities\n200- return [{\"name\": e, \"type\": \"CONCEPT\", \"description\": None} for e in valid_entities]\n201-\n202- protokoll.log_llm_call(\n203- request=f\"[entity_extraction_pass2] categorize {len(valid_entities)} entities\",\n204- response=resp2[:1000],\n205- model_name=f\"ollama:{model}\",\n206- tokens_input=tok_in2,\n207- tokens_output=tok_out2,\n208- duration_ms=dur2,\n209- status=\"completed\",\n210- )\n211-\n212- # Normalize output\n213- entities = []\n214- for e in categorized:\n215- if isinstance(e, dict) and \"name\" in e and \"type\" in e:\n216- # Final validation\n217- if _validate_entity_in_text(e[\"name\"], text):\n218- entities.append({\n219- \"name\": e[\"name\"],\n220- \"type\": e[\"type\"].upper(),\n221- \"description\": e.get(\"description\"),\n222- })\n223-\n224- return entities\n225-\n226- except Exception as e:\n227- db.log(\"ERROR\", f\"2-pass entity extraction failed: {e}\")\n228- return []\n229-\n230-\n231-def _extract_entities_single_pass(text: str, model: str) -> list[dict]:\n232- \"\"\"Single-pass entity extraction (legacy fallback).\"\"\"\n233- prompt_data = db.get_prompt_by_use_case(\"entity_extraction\")\n234- prompt_template = prompt_data[\"content\"] if prompt_data else None\n235-\n236- if not prompt_template:\n237- db.log(\"WARNING\", \"entity_extraction prompt not found in DB, using fallback\")",
"stderr": "",
"interrupted": false,
"isImage": false
}
}