LLM Job #14297 - generate_story_title

Conversation

LLM Model
aiaiai/qwen3-30B
Outcome
success
Duration
251 ms
Started At
2025-12-05T13:29:36Z
Completed At
2025-12-05T13:29:36Z
Iterations
1
System

You are a financial news editor. Generate informative, detailed headlines for news stories that will be used for article matching and linking.

User

Analyze these article titles covering the same news story and generate a single, unified headline. Source Article Titles: 1. CISA Reports PRC Hackers Using BRICKSTORM for Long-Term Access in U.S. Systems 2. BRICKSTORM Backdoor 3. Chinese-linked hackers use back door for potential 'sabotage,' US and Canada say 4. Agencies, IT companies impacted by latest malware from China Requirements: - Synthesize the core news event from all titles - Be informative and include key details (company names, specific metrics, important context) - Use neutral, professional language - Focus on the key fact or development - Include enough detail to distinguish this story from similar events - Avoid clickbait or sensationalism - Don't include source names or publication info Examples of good informative headlines: - "Tesla Reports Record Q3 Earnings of $25.2B Revenue, Beats Analyst Expectations by 8%" - "Federal Reserve Raises Interest Rates by 0.25 Percentage Points to Combat 6.4% Inflation" - "Apple Announces iPhone 16 with AI-Powered Features and Enhanced Camera System" - "Amazon Warehouse Workers in Five States Strike Over $20/Hour Minimum Wage Demand"

Assistant
{
  "title": "U.S. and Canadian Authorities Warn of PRC-linked Hackers Deploying BRICKSTORM Backdoor for Persistent Access in Critical Infrastructure, Affecting Multiple Federal Agencies and IT Firms"
}

Debug Information

▶ Structured Output Schema (JSON Schema)
{
  "json_schema": {
    "description": "Generated unified title for a news story",
    "name": "story_title",
    "schema": {
      "additionalProperties": false,
      "properties": {
        "title": {
          "description": "Informative, detailed headline with key facts and context",
          "type": "string"
        }
      },
      "required": [
        "title"
      ],
      "type": "object"
    },
    "strict": true
  },
  "type": "json_schema"
}
▶ Token Usage & Performance
{
  "completion_tokens": 49,
  "predicted_ms": 0,
  "prompt_ms": 0,
  "prompt_tokens": 300,
  "total_tokens": 349
}
▶ Context & Parameters (Full JSON)
{
  "article_count": 4,
  "finish_reason": "stop",
  "generated_title": "U.S. and Canadian Authorities Warn of PRC-linked Hackers Deploying BRICKSTORM Backdoor for Persistent Access in Critical Infrastructure, Affecting Multiple Federal Agencies and IT Firms",
  "google_story_id": 18627,
  "max_tokens": 2000,
  "response_format": "json_schema",
  "response_format_details": {
    "json_schema": {
      "description": "Generated unified title for a news story",
      "name": "story_title",
      "schema": {
        "additionalProperties": false,
        "properties": {
          "title": {
            "description": "Informative, detailed headline with key facts and context",
            "type": "string"
          }
        },
        "required": [
          "title"
        ],
        "type": "object"
      },
      "strict": true
    },
    "type": "json_schema"
  },
  "temperature": 0.3
}