LLM Report Payload

{
  "meta": {
    "week_start": "2026-03-16",
    "week_end": "2026-03-22",
    "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.",
      "No direct local evidence was found for this market and week; conclusions rely on macro context."
    ],
    "coverage": {
      "direct_events_count": 0,
      "related_airline_events_count": 2,
      "macro_context_events_count": 2,
      "direct_strong_evidence_count": 0,
      "related_strong_evidence_count": 2,
      "macro_strong_evidence_count": 2,
      "direct_ratio": 0.0,
      "macro_ratio": 0.5,
      "bundle_mode": "LOW_LOCAL_SIGNAL"
    },
    "signals": {
      "disruption_signal": true,
      "capacity_signal": false,
      "pricing_signal": false,
      "network_expansion_signal": false,
      "weather_signal": false,
      "geopolitics_signal": true,
      "tourist_demand_signal": false,
      "promotions_signal": false,
      "macro_pressure_signal": false
    },
    "active_llm_categories": [
      "strikes",
      "geopolitics"
    ],
    "macro_context_strength": "low",
    "macro_categories_active": [
      "geopolitics"
    ],
    "macro_findings": [
      "Geopolitical disruption was active this week."
    ],
    "macro_caveats": [
      "No direct local evidence was found; interpretation depends on macro context."
    ]
  },
  "event_clusters": [
    {
      "cluster_id": "10505ae47639",
      "llm_category": "strikes",
      "market_relation": "related",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "high",
      "representative_title": "Airlines demand EU leaders set 21-day notice for air traffic control strikes",
      "representative_source": "AeroTime Airlines",
      "top_sources": [
        [
          "AeroTime Airlines",
          1
        ]
      ],
      "priority_score": 7.0
    },
    {
      "cluster_id": "313972f66487",
      "llm_category": "strikes",
      "market_relation": "related",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "medium",
      "representative_title": "As war drives up fuel costs, European airlines push back on green jet fuel rules",
      "representative_source": "AeroTime Airlines",
      "top_sources": [
        [
          "AeroTime Airlines",
          1
        ]
      ],
      "priority_score": 6.0
    },
    {
      "cluster_id": "96d5b62da6a1",
      "llm_category": "geopolitics",
      "market_relation": "macro",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "medium",
      "representative_title": "Qatar Airways sends five more widebody aircraft to safety of Teruel Airport",
      "representative_source": "AeroTime Airlines",
      "top_sources": [
        [
          "AeroTime Airlines",
          1
        ]
      ],
      "priority_score": 5.8
    },
    {
      "cluster_id": "0d17b465f1a6",
      "llm_category": "geopolitics",
      "market_relation": "macro",
      "articles_count": 1,
      "sources_count": 1,
      "cluster_strength": "weak",
      "impact_level": "low",
      "representative_title": "Europe’s biggest airlines say fuel price spike caused by Iran war will drive up fares",
      "representative_source": "The Guardian Airline Industry",
      "top_sources": [
        [
          "The Guardian Airline Industry",
          1
        ]
      ],
      "priority_score": 3.5
    }
  ],
  "evidence_articles": [
    {
      "cluster_id": "10505ae47639",
      "event_id": 345,
      "llm_category": "strikes",
      "market_relation": "related",
      "title": "Airlines demand EU leaders set 21-day notice for air traffic control strikes",
      "source": "AeroTime Airlines",
      "date": "2026-03-19",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "priority_score": 7.0,
      "excerpt": "An airline body representing some of Europe’s largest and most influential carriers is demanding that EU leaders set a 21-day advance notice for any air traffic controller strikes. On March 19, 2026, Airlines for Europe (A4E) set out a series of strategies to address concerns over higher fares and route cutbacks. Airlines for Europe highlighted the “broken air traffic management system” where industrial action can have far reaching consequences for its members and their customers. “Fragmented European airspace finds itself closed down due to air traffic controller strikes. A strike in just one member state can shut down arriving and departing flights and also force overflying planes to detour,” said a spokesperson for Airlines for Europe. They added: “EU leaders must take this concern more seriously.” Our DG Willie Walsh – a founder of A4E – at their summit. No level playing field, ATC strikes, SAF mandates among challenges facing European air transport. pic.twitter.com/bv0cVvnbbp — IATA (@IATA) March 19, 2026 The airline body is calling for mandatory arbitration before a strike is even called and leaders to set a 21-day advance notice for any industrial action. There were also cal",
      "url": "https://www.aerotime.aero/articles/airlines-demand-eu-leaders-set-21-day-notice-for-air-traffic-control-strikes"
    },
    {
      "cluster_id": "313972f66487",
      "event_id": 350,
      "llm_category": "strikes",
      "market_relation": "related",
      "title": "As war drives up fuel costs, European airlines push back on green jet fuel rules",
      "source": "AeroTime Airlines",
      "date": "2026-03-17",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "priority_score": 6.0,
      "excerpt": "Europe’s biggest airline group is set to challenge the European Union’s synthetic aviation fuel (SAF) rules, arguing that the timetable for adoption no longer matches market reality as the Iran war drives up conventional jet fuel costs and puts added pressure on airline economics. Airlines for Europe, whose members include Lufthansa, Air France-KLM, Ryanair, easyJet, and British Airways owner IAG, is preparing to call for at least a delay to the EU’s planned SAF mandate, and is also discussing whether to seek its removal altogether. The EU’s SAF rule currently requires 2% SAF use at EU airports in 2025 and is due to rise to 6% in 2030. Within that 2030 target, 1.2% must come from synthetic fuel, or eSAF, which is made using renewable electricity rather than biological feedstocks such as used cooking oil or waste oils. Reuters on March 17, 2026, reported that airlines argue there is not nearly enough eSAF production capacity available to meet the target on time, raising the prospect of sharply higher costs being passed on to passengers. Jet fuel prices, which were around $85 to $90 a barrel before the Iran conflict, surged to roughly $150 to $200 in the wake of the war, forcing airl",
      "url": "https://www.aerotime.aero/articles/european-airlines-push-back-green-jet-fuel-rules-war-costs"
    },
    {
      "cluster_id": "96d5b62da6a1",
      "event_id": 341,
      "llm_category": "geopolitics",
      "market_relation": "macro",
      "title": "Qatar Airways sends five more widebody aircraft to safety of Teruel Airport",
      "source": "AeroTime Airlines",
      "date": "2026-03-22",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "priority_score": 5.8,
      "excerpt": "Qatar Airways is sending five more widebody aircraft to the safety of Teruel Airport (TEV) as the airline looks to reposition valuable assets away from the dangers of Iranian missiles and drones. Data from Flightradar24 , indicates that four Qatar Airways Airbus A330-300s are currently on route to Teruel Airport after departing from Doha Hamad International Airport (DOH). An Airbus A350-1000 is also heading to Teruel Airport from Los Angeles Airport (LAX) after leaving the United States at around 21:00, local time, on March 21, 2026. All five widebody aircraft are expected to arrive at their destination airport later this afternoon. According to Flightradar24, the four A330s and single A350-1000, will be join 15 Qatar Airways aircraft that have already been repositioned to Teruel Airport. Anna Zvereva / Creative Commons On March 21, 2026, six Qatar Airways planes arrived at the airport from various locations including Miami, Los Angeles, Houston, Sao Paulo, Larnaca and Lagos. The group of aircraft included four Airbus A350-1000s, one A320-200 and a Boeing 787-8 Dreamliner. French Aviation website Air Plus News has reported that a Qatar Airways Airbus A380 is among the aircraft that",
      "url": "https://www.aerotime.aero/articles/qatar-airways-widebody-aircraft-teruel-airport-spain"
    },
    {
      "cluster_id": "0d17b465f1a6",
      "event_id": 536,
      "llm_category": "geopolitics",
      "market_relation": "macro",
      "title": "Europe’s biggest airlines say fuel price spike caused by Iran war will drive up fares",
      "source": "The Guardian Airline Industry",
      "date": "2026-03-19",
      "content_source": "rss_description",
      "quality": 0.6,
      "priority_score": 3.5,
      "excerpt": "Carriers warn they cannot hold off passing on costs for long, while some airlines plan to increase flights via Asia Business live – latest updates Europe’s biggest airlines have said the rise in fuel prices caused by the war in the Middle East will drive up fares and are advising passengers to book early. While carriers have partly hedged the price of jet fuel, bosses said they could not avoid passing on additional costs to passengers for long. Continue reading...",
      "url": "https://www.theguardian.com/business/2026/mar/19/europe-biggest-airlines-say-fuel-price-spike-caused-by-iran-war-will-drive-up-fares"
    }
  ],
  "macro_context_events": [
    {
      "id": 341,
      "title": "Qatar Airways sends five more widebody aircraft to safety of Teruel Airport",
      "source": "AeroTime Airlines",
      "date": "2026-03-22",
      "published_at": "2026-03-22T09:02:00+00:00",
      "content_source": "rss_full_content",
      "quality": 1.0,
      "primary_market": "EU",
      "event_type": "fleet_manufacturing",
      "impact_level": "medium",
      "evidence_text": "Qatar Airways is sending five more widebody aircraft to the safety of Teruel Airport (TEV) as the airline looks to reposition valuable assets away from the dangers of Iranian missiles and drones. Data from Flightradar24 , indicates that four Qatar Airways Airbus A330-300s are currently on route to Teruel Airport after departing from Doha Hamad International Airport (DOH). An Airbus A350-1000 is also heading to Teruel Airport from Los Angeles Airport (LAX) after leaving the United States at around 21:00, local time, on March 21, 2026. All five widebody aircraft are expected to arrive at their destination airport later this afternoon. According to Flightradar24, the four A330s and single A350-1000, will be join 15 Qatar Airways aircraft that have already been repositioned to Teruel Airport. Anna Zvereva / Creative Commons On March 21, 2026, six Qatar Airways planes arrived at the airport from various locations including Miami, Los Angeles, Houston, Sao Paulo, Larnaca and Lagos. The group of aircraft included four Airbus A350-1000s, one A320-200 and a Boeing 787-8 Dreamliner. French Aviation website Air Plus News has reported that a Qatar Airways Airbus A380 is among the aircraft that the airline has moved to Spain. There are reports that British Airways, Emirates and Air France have moved at least one aircraft to Teruel Airport in recent days. Qatar Airways n’envisage pas de reprise à 100% dans l’immédiat & envoie encore de nouveaux avions aujourd’hui en stockage longue durée à",
      "url": "https://www.aerotime.aero/articles/qatar-airways-widebody-aircraft-teruel-airport-spain",
      "strong_evidence": true,
      "entities_airlines": [
        "United Airlines"
      ],
      "priority_score": 5.8,
      "context_type": "macro",
      "content_text": "Qatar Airways is sending five more widebody aircraft to the safety of Teruel Airport (TEV) as the airline looks to reposition valuable assets away from the dangers of Iranian missiles and drones. Data from Flightradar24 , indicates that four Qatar Airways Airbus A330-300s are currently on route to Teruel Airport after departing from Doha Hamad International Airport (DOH). An Airbus A350-1000 is also heading to Teruel Airport from Los Angeles Airport (LAX) after leaving the United States at around 21:00, local time, on March 21, 2026. All five widebody aircraft are expected to arrive at their destination airport later this afternoon. According to Flightradar24, the four A330s and single A350-1000, will be join 15 Qatar Airways aircraft that have already been repositioned to Teruel Airport. Anna Zvereva / Creative Commons On March 21, 2026, six Qatar Airways planes arrived at the airport from various locations including Miami, Los Angeles, Houston, Sao Paulo, Larnaca and Lagos. The group of aircraft included four Airbus A350-1000s, one A320-200 and a Boeing 787-8 Dreamliner. French Aviation website Air Plus News has reported that a Qatar Airways Airbus A380 is among the aircraft that the airline has moved to Spain. There are reports that British Airways, Emirates and Air France have moved at least one aircraft to Teruel Airport in recent days. Qatar Airways n’envisage pas de reprise à 100% dans l’immédiat & envoie encore de nouveaux avions aujourd’hui en stockage longue durée à Teruel en Espagne. Actuellement en route vers Teruel : 1 Airbus A350-1000 depuis Los Angeles 4 Airbus A330-300 depuis Doha Déjà sur… pic.twitter.com/PK0gLIfWmV — air plus news (@airplusnews) March 22, 2026 Qatar Airways decision to move aircraft to Europe is perhaps one of the clearest indications so far of the threat the Iran war poses to the airline. Teruel Airport was used by airlines to store aircraft during the COVID-19 Pandemic and is also known as one of Europe’s largest centres for maintenance. According to an update on March 19, 2026, Qatar Airways is currently operating a limited number of flights until March 28, 2026. According to Flightradar24, on March 21, 2026, Qatar Airways operated 115 flights, not including those to storage facilities. RELATED Qatar Airways starts limited flights to Doha The post Qatar Airways sends five more widebody aircraft to safety of Teruel Airport appeared first on AeroTime .",
      "why_macro": "impact,quality,strong_evidence,priority",
      "llm_category": "geopolitics"
    },
    {
      "id": 536,
      "title": "Europe’s biggest airlines say fuel price spike caused by Iran war will drive up fares",
      "source": "The Guardian Airline Industry",
      "date": "2026-03-19",
      "published_at": "2026-03-19T13:04:21+00:00",
      "content_source": "rss_description",
      "quality": 0.6,
      "primary_market": "EU",
      "event_type": "pricing_fares",
      "impact_level": "low",
      "evidence_text": "Carriers warn they cannot hold off passing on costs for long, while some airlines plan to increase flights via Asia Business live – latest updates Europe’s biggest airlines have said the rise in fuel prices caused by the war in the Middle East will drive up fares and are advising passengers to book early. While carriers have partly hedged the price of jet fuel, bosses said they could not avoid passing on additional costs to passengers for long. Continue reading...",
      "url": "https://www.theguardian.com/business/2026/mar/19/europe-biggest-airlines-say-fuel-price-spike-caused-by-iran-war-will-drive-up-fares",
      "strong_evidence": true,
      "entities_airlines": [],
      "priority_score": 3.5,
      "context_type": "macro",
      "content_text": "Carriers warn they cannot hold off passing on costs for long, while some airlines plan to increase flights via Asia Business live – latest updates Europe’s biggest airlines have said the rise in fuel prices caused by the war in the Middle East will drive up fares and are advising passengers to book early. While carriers have partly hedged the price of jet fuel, bosses said they could not avoid passing on additional costs to passengers for long. Continue reading...",
      "why_macro": "quality,strong_evidence",
      "llm_category": "geopolitics"
    }
  ],
  "macro_summary": {
    "count": 2,
    "strong_evidence_count": 2,
    "categories_active": [
      "geopolitics"
    ],
    "top_sources": [
      [
        "AeroTime Airlines",
        1
      ],
      [
        "The Guardian Airline Industry",
        1
      ]
    ],
    "strength": "low"
  },
  "macro_findings": [
    "Geopolitical disruption was active this week."
  ],
  "macro_caveats": [
    "No direct local evidence was found; interpretation depends on macro context."
  ],
  "qa": {
    "warnings": [
      "geopolitics candidate without strong conflict+aviation signals: Qatar Airways sends five more widebody aircraft to safety of Teruel Airport",
      "no direct events for selected market",
      "low_local_coverage"
    ],
    "errors": []
  }
}