LLM Job #14981 - score_story_relevance
Conversation
You are a financial news analyst. Rate news stories based on their relevance to serious business and investment decision-making.
Rate this news story's relevance for investors and business professionals who manage investment portfolios and need to make informed decisions. This is ONE news story covered by MULTIPLE news sources. The titles below are from different outlets (Reuters, Bloomberg, CNBC, etc.) all reporting on the SAME business event. Rate the overall story's relevance. Article Titles: 1. DOT selects winner in overhaul of air traffic control system 2. Trump's Transportation Secretary Duffy & FAA Administrator Bedford Announce Prime Integrator to Oversee Construction of Brand New Air Traffic Control System | US Department of Transportation 3. Brand New Air Traffic Control System (BNATCS) Fact Sheet 4. US FAA picks Peraton to oversee air traffic control reform Scoring Guidelines: - 9-10: Critical business news (earnings reports, Fed decisions, major M&A, sector-wide impact, regulatory changes) - 7-8: Important analysis (market trends, analyst insights, significant company developments, economic indicators) - 5-6: Relevant news (notable company announcements, industry developments, financial performance) - 3-4: Minor business news (routine updates, small moves, tangential business stories) - 1-2: Fluff/entertainment (celebrity CEO drama, viral marketing, cultural controversies, consumer complaints) High-value examples: - "Wall Street Sentiment on AI Companies Shifts as Earnings Disappoint" (9-10) - "Federal Reserve Minutes Reveal Concerns About Inflation Persistence" (9-10) - "Apple Supplier Cuts Production by 20% Amid Weak iPhone Demand" (8-9) - "Banking Sector Faces Regulatory Scrutiny After Failed Stress Tests" (8-9) Low-value examples: - "Starbucks Cup Design Sparks Outrage on Social Media" (1-2) - "CEO's Dog Makes Appearance at Company Event" (1-2) - "Company Changes Office Snack Selection" (1-2)
{
"explanation": "This news story is highly relevant to investors and business professionals managing investment portfolios. The selection of Peraton (via the U.S. Department of Transportation and FAA) to oversee the construction of the Brand New Air Traffic Control System (BNATCS) represents a major government infrastructure initiative with significant long-term implications. The overhaul of the nation’s air traffic control system is a critical modernization effort that impacts national security, transportation efficiency, economic productivity, and defense readiness. Peraton’s role as the prime integrator signals a multi-billion-dollar federal contract with substantial revenue potential, making it a material development for defense, aerospace, and government technology sectors. Additionally, this decision reflects broader federal investment trends in critical infrastructure and digital transformation, which are key themes for portfolio managers tracking government spending, defense contractors, and tech infrastructure plays. The story carries regulatory and policy significance, with potential ripple effects across aviation, logistics, and national infrastructure spending. While not a direct earnings or Fed decision, it qualifies as critical business news due to its scale, sector-wide impact, and strategic importance to national infrastructure and federal contracting.",
"score": 9
}Debug Information
▶ Structured Output Schema (JSON Schema)
{
"json_schema": {
"description": "Business relevance score for a news story",
"name": "story_relevance",
"schema": {
"additionalProperties": false,
"properties": {
"explanation": {
"description": "1-2 sentence explanation of the score",
"type": "string"
},
"score": {
"description": "Relevance score (1-10)",
"maximum": 10,
"minimum": 1,
"type": "integer"
}
},
"required": [
"score",
"explanation"
],
"type": "object"
},
"strict": true
},
"type": "json_schema"
}▶ Token Usage & Performance
{
"completion_tokens": 236,
"predicted_ms": 0,
"prompt_ms": 0,
"prompt_tokens": 443,
"total_tokens": 679
}▶ Context & Parameters (Full JSON)
{
"article_count": 4,
"explanation": "This news story is highly relevant to investors and business professionals managing investment portfolios. The selection of Peraton (via the U.S. Department of Transportation and FAA) to oversee the construction of the Brand New Air Traffic Control System (BNATCS) represents a major government infrastructure initiative with significant long-term implications. The overhaul of the nation’s air traffic control system is a critical modernization effort that impacts national security, transportation efficiency, economic productivity, and defense readiness. Peraton’s role as the prime integrator signals a multi-billion-dollar federal contract with substantial revenue potential, making it a material development for defense, aerospace, and government technology sectors. Additionally, this decision reflects broader federal investment trends in critical infrastructure and digital transformation, which are key themes for portfolio managers tracking government spending, defense contractors, and tech infrastructure plays. The story carries regulatory and policy significance, with potential ripple effects across aviation, logistics, and national infrastructure spending. While not a direct earnings or Fed decision, it qualifies as critical business news due to its scale, sector-wide impact, and strategic importance to national infrastructure and federal contracting.",
"finish_reason": "stop",
"google_story_id": 19226,
"max_tokens": 2000,
"relevance_score": 9,
"response_format": "json_schema",
"response_format_details": {
"json_schema": {
"description": "Business relevance score for a news story",
"name": "story_relevance",
"schema": {
"additionalProperties": false,
"properties": {
"explanation": {
"description": "1-2 sentence explanation of the score",
"type": "string"
},
"score": {
"description": "Relevance score (1-10)",
"maximum": 10,
"minimum": 1,
"type": "integer"
}
},
"required": [
"score",
"explanation"
],
"type": "object"
},
"strict": true
},
"type": "json_schema"
},
"temperature": 0
}