LLM Report Payload

{
  "meta": {
    "week_start": "2026-01-26",
    "week_end": "2026-02-01",
    "market": "PL",
    "min_quality": 0.0,
    "include_related": true,
    "include_macro": true
  },
  "structured_context": {
    "bundle_mode": "LOW_LOCAL_SIGNAL",
    "warnings": [
      "Low local signal: fewer than 4 direct market events available for this week."
    ],
    "coverage": {
      "direct_events_count": 0,
      "related_airline_events_count": 2,
      "macro_context_events_count": 0,
      "direct_strong_evidence_count": 0,
      "related_strong_evidence_count": 1,
      "macro_strong_evidence_count": 0,
      "direct_ratio": 0.0,
      "macro_ratio": 0.0,
      "bundle_mode": "LOW_LOCAL_SIGNAL"
    },
    "signals": {
      "disruption_signal": false,
      "capacity_signal": true,
      "pricing_signal": false,
      "network_expansion_signal": true,
      "weather_signal": false,
      "geopolitics_signal": false,
      "tourist_demand_signal": false,
      "promotions_signal": false,
      "macro_pressure_signal": false
    },
    "active_llm_categories": [
      "capacity_network_changes",
      "pricing_fares"
    ],
    "macro_context_strength": "low",
    "macro_categories_active": [],
    "macro_findings": [],
    "macro_caveats": []
  },
  "event_clusters": [
    {
      "cluster_id": "644bdea1e4f1",
      "llm_category": "capacity_network_changes",
      "market_relation": "related",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "medium",
      "representative_title": "Wizz Air poleci do Nowego Jorku?",
      "representative_source": "Business Insider - Linie Lotnicze",
      "top_sources": [
        [
          "Business Insider - Linie Lotnicze",
          1
        ]
      ],
      "priority_score": 3.9
    },
    {
      "cluster_id": "ca608787c2fb",
      "llm_category": "pricing_fares",
      "market_relation": "related",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "low",
      "representative_title": "Ryanair podnosi prognozy. Przewoźnik liczy na rekordową liczbę pasażerów",
      "representative_source": "Business Insider - Linie Lotnicze",
      "top_sources": [
        [
          "Business Insider - Linie Lotnicze",
          1
        ]
      ],
      "priority_score": 3.9
    }
  ],
  "evidence_articles": [
    {
      "cluster_id": "ca608787c2fb",
      "event_id": 13,
      "llm_category": "pricing_fares",
      "market_relation": "related",
      "title": "Ryanair podnosi prognozy. Przewoźnik liczy na rekordową liczbę pasażerów",
      "source": "Business Insider - Linie Lotnicze",
      "date": "2026-01-26",
      "content_source": "rss_description",
      "quality": 0.7,
      "priority_score": 3.9,
      "excerpt": "Ryanair podniósł prognozy dotyczące liczby pasażerów, zysków oraz cen biletów na najbliższy rok. Do marca przyszłego roku przewoźnik planuje przewieźć 208 mln osób, a ceny biletów mają wzrosnąć o 7–8 proc. Firma podkreśla, że zmiana to efekt rosnącego popytu i ograniczonej podaży miejsc na rynku lotniczym. Większy ma być także zysk. Najnowsze szacunki wskazują, że roczny zysk przed opodatkowaniem ma wynieść od 2,13 mld euro do 2,23 mld euro.",
      "url": "https://businessinsider.com.pl/gospodarka/ryanair-stawia-na-wzrost-co-oznaczaja-nowe-prognozy-dla-pasazerow/63x7lqk"
    }
  ],
  "macro_context_events": [],
  "macro_summary": {
    "count": 0,
    "strong_evidence_count": 0,
    "categories_active": [],
    "top_sources": [],
    "strength": "low"
  },
  "macro_findings": [],
  "macro_caveats": [],
  "qa": {
    "warnings": [
      "no direct events for selected market",
      "low_local_coverage"
    ],
    "errors": []
  }
}