LLM Context Bundle
Payload health
warnings: 4 | errors: 0 | strong evidence %: 100.0% | title_only %: 0.0%
Week: 2026-03-16 - 2026-03-22 | Market: PL
Total: 1 | Strong: 1 | Summary: 1 | Title only: 0
Direct market events: 0 | Related airline events: 0 | Macro context events: 1
Direct strong evidence: 0 | Related strong evidence: 0 | Macro strong evidence: 1
Direct ratio: 0.0% | Macro ratio: 100.0%
LLM Input Quality
Strong evidence %: 100.0%
Summary evidence %: 100.0%
Title only %: 0.0%
Avg quality: 0.60
Rejected by min_quality:
Legend: full = strongest context, summary = medium context, title_only = weak signal only
Signals
disruption_signal: False 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
LLM Category Breakdown
Active categories: 1 / 14
aviation_news
Count: 0 | Strong: 0
Direct: 0 | Related: 0 | Macro: 0
Top 3:
airport_disruptions
Count: 0 | Strong: 0
Direct: 0 | Related: 0 | Macro: 0
Top 3:
strikes
Count: 0 | Strong: 0
Direct: 0 | Related: 0 | Macro: 0
Top 3:
delays_cancellations
Count: 0 | Strong: 0
Direct: 0 | Related: 0 | Macro: 0
Top 3:
promotions
Count: 0 | Strong: 0
Direct: 0 | Related: 0 | Macro: 0
Top 3:
tourist_demand
Count: 0 | Strong: 0
Direct: 0 | Related: 0 | Macro: 0
Top 3:
weather_disruptions
Count: 0 | Strong: 0
Direct: 0 | Related: 0 | Macro: 0
Top 3:
geopolitics
Count: 1 | Strong: 1
Direct: 0 | Related: 0 | Macro: 1
Top 3:
- Europe’s biggest airlines say fuel price spike caused by Iran war will drive up fares
macro_aviation_pressure
Count: 0 | Strong: 0
Direct: 0 | Related: 0 | Macro: 0
Top 3:
capacity_network_changes
Count: 0 | Strong: 0
Direct: 0 | Related: 0 | Macro: 0
Top 3:
pricing_fares
Count: 0 | Strong: 0
Direct: 0 | Related: 0 | Macro: 0
Top 3:
airline_financial_outlook
Count: 0 | Strong: 0
Direct: 0 | Related: 0 | Macro: 0
Top 3:
safety_security_incidents
Count: 0 | Strong: 0
Direct: 0 | Related: 0 | Macro: 0
Top 3:
airport_traffic_performance
Count: 0 | Strong: 0
Direct: 0 | Related: 0 | Macro: 0
Top 3:
Topic Groups
disruptions
Direct: 0 | Related: 0 | Macro: 0
Avg quality: 0.00
Top direct:
Top related:
Top macro:
network
Direct: 0 | Related: 0 | Macro: 0
Avg quality: 0.00
Top direct:
Top related:
Top macro:
pricing
Direct: 0 | Related: 0 | Macro: 1
Avg quality: 0.60
Top direct:
Top related:
Top macro:
- Europe’s biggest airlines say fuel price spike caused by Iran war will drive up fares
airline_results
Direct: 0 | Related: 0 | Macro: 0
Avg quality: 0.00
Top direct:
Top related:
Top macro:
airport_ops
Direct: 0 | Related: 0 | Macro: 0
Avg quality: 0.00
Top direct:
Top related:
Top macro:
other
Direct: 0 | Related: 0 | Macro: 0
Avg quality: 0.00
Top direct:
Top related:
Top macro:
Coverage Summary
Bundle mode: LOW_LOCAL_SIGNAL
Direct events: 0
Related events: 0
Macro events: 1
Direct strong evidence: 0
Related strong evidence: 0
Macro strong evidence: 1
Direct ratio: 0.0%
Direct Market Evidence
| Date | Source | Title | Type | Impact | Quality | Strong | Priority | URL |
|---|
Related Airline Context
Related events: 0
Top airlines (related):
| Date | Source | Title | Airlines | Type | Impact | Quality | Priority | URL |
|---|
Macro Context
Macro events: 1
Geopolitics (macro): 1
Macro aviation pressure: 0
Top categories in macro context:
- geopolitics (1)
Top sources in macro context:
- The Guardian Airline Industry (1)
| Date | Source | Title | LLM Category | Impact | Quality | Strong | Why macro | Priority | URL |
|---|---|---|---|---|---|---|---|---|---|
| 2026-03-19 | The Guardian Airline Industry | Europe’s biggest airlines say fuel price spike caused by Iran war will drive up fares | geopolitics | low | 0.60 | yes | quality,strong_evidence,priority | 6.80 | open |
Source Ranking
Top sources for direct events
Top sources for related events
Most strong evidence
- The Guardian Airline Industry (1)
Top sources for macro context
- The Guardian Airline Industry (1)
Macro Selection Diagnostics
rejected_as_not_geopolitics: 6 | rejected_as_not_market_relevant: 3 | rejected_by_negative_filter: 1
Evidence Table
| Date | Source | Context | Title | Content | Quality | Strong | Market | Type | Impact | URL |
|---|---|---|---|---|---|---|---|---|---|---|
| 2026-03-19 | The Guardian Airline Industry | 🔵 macro | Europe’s biggest airlines say fuel price spike caused by Iran war will drive up fares | SUMMARY | 0.60 MEDIUM QUALITY | STRONGyes | EU | pricing_fares | low | open |
Preview JSON
Show bundle JSON
{
"week_start": "2026-03-16",
"week_end": "2026-03-22",
"market": "PL",
"coverage": {
"direct_events_count": 0,
"related_airline_events_count": 0,
"macro_context_events_count": 1,
"direct_strong_evidence_count": 0,
"related_strong_evidence_count": 0,
"macro_strong_evidence_count": 1,
"trusted_direct_events_count": 0,
"trusted_direct_strong_evidence_count": 0,
"direct_ratio": 0.0,
"macro_ratio": 1.0,
"bundle_mode": "LOW_LOCAL_SIGNAL"
},
"stats": {
"total_events": 1,
"strong_evidence": 1,
"summary_evidence": 1,
"title_only": 0,
"avg_quality": 0.6
},
"direct_market_events": [],
"related_airline_events": [],
"macro_context_events": [
{
"id": 1596,
"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": 6.8,
"source_tier": "tier_2",
"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,priority",
"llm_category": "geopolitics",
"market_confidence_score": 0.0,
"group": "pricing"
}
],
"groups": {
"disruptions": {
"direct": [],
"related": [],
"macro": [],
"direct_count": 0,
"related_count": 0,
"macro_count": 0
},
"network": {
"direct": [],
"related": [],
"macro": [],
"direct_count": 0,
"related_count": 0,
"macro_count": 0
},
"pricing": {
"direct": [],
"related": [],
"macro": [
{
"id": 1596,
"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": 6.8,
"source_tier": "tier_2",
"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,priority",
"llm_category": "geopolitics",
"market_confidence_score": 0.0,
"group": "pricing"
}
],
"direct_count": 0,
"related_count": 0,
"macro_count": 1
},
"airline_results": {
"direct": [],
"related": [],
"macro": [],
"direct_count": 0,
"related_count": 0,
"macro_count": 0
},
"airport_ops": {
"direct": [],
"related": [],
"macro": [],
"direct_count": 0,
"related_count": 0,
"macro_count": 0
},
"other": {
"direct": [],
"related": [],
"macro": [],
"direct_count": 0,
"related_count": 0,
"macro_count": 0
}
},
"llm_categories": {
"aviation_news": {
"direct": [],
"related": [],
"macro": [],
"count": 0,
"strong_evidence_count": 0,
"top_titles": []
},
"airport_disruptions": {
"direct": [],
"related": [],
"macro": [],
"count": 0,
"strong_evidence_count": 0,
"top_titles": []
},
"strikes": {
"direct": [],
"related": [],
"macro": [],
"count": 0,
"strong_evidence_count": 0,
"top_titles": []
},
"delays_cancellations": {
"direct": [],
"related": [],
"macro": [],
"count": 0,
"strong_evidence_count": 0,
"top_titles": []
},
"promotions": {
"direct": [],
"related": [],
"macro": [],
"count": 0,
"strong_evidence_count": 0,
"top_titles": []
},
"tourist_demand": {
"direct": [],
"related": [],
"macro": [],
"count": 0,
"strong_evidence_count": 0,
"top_titles": []
},
"weather_disruptions": {
"direct": [],
"related": [],
"macro": [],
"count": 0,
"strong_evidence_count": 0,
"top_titles": []
},
"geopolitics": {
"direct": [],
"related": [],
"macro": [
{
"id": 1596,
"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": 6.8,
"source_tier": "tier_2",
"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,priority",
"llm_category": "geopolitics",
"market_confidence_score": 0.0,
"group": "pricing"
}
],
"count": 1,
"strong_evidence_count": 1,
"top_titles": [
"Europe’s biggest airlines say fuel price spike caused by Iran war will drive up fares"
]
},
"macro_aviation_pressure": {
"direct": [],
"related": [],
"macro": [],
"count": 0,
"strong_evidence_count": 0,
"top_titles": []
},
"capacity_network_changes": {
"direct": [],
"related": [],
"macro": [],
"count": 0,
"strong_evidence_count": 0,
"top_titles": []
},
"pricing_fares": {
"direct": [],
"related": [],
"macro": [],
"count": 0,
"strong_evidence_count": 0,
"top_titles": []
},
"airline_financial_outlook": {
"direct": [],
"related": [],
"macro": [],
"count": 0,
"strong_evidence_count": 0,
"top_titles": []
},
"safety_security_incidents": {
"direct": [],
"related": [],
"macro": [],
"count": 0,
"strong_evidence_count": 0,
"top_titles": []
},
"airport_traffic_performance": {
"direct": [],
"related": [],
"macro": [],
"count": 0,
"strong_evidence_count": 0,
"top_titles": []
}
},
"signals": {
"disruption_signal": false,
"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
},
"source_contribution": {
"direct_sources": [],
"related_sources": [],
"macro_sources": [
[
"The Guardian Airline Industry",
1
]
],
"strong_sources": [
[
"The Guardian Airline Industry",
1
]
]
},
"related_top_airlines": [],
"bundle_suitability": "READY",
"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."
],
"active_llm_categories_count": 1,
"active_llm_categories": [
"geopolitics"
],
"llm_category_counts": {
"aviation_news": 0,
"airport_disruptions": 0,
"strikes": 0,
"delays_cancellations": 0,
"promotions": 0,
"tourist_demand": 0,
"weather_disruptions": 0,
"geopolitics": 1,
"macro_aviation_pressure": 0,
"capacity_network_changes": 0,
"pricing_fares": 0,
"airline_financial_outlook": 0,
"safety_security_incidents": 0,
"airport_traffic_performance": 0
},
"aviation_news_diagnostics": [],
"macro_context_diagnostics": [
{
"id": 1596,
"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": 6.8,
"source_tier": "tier_2",
"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,priority",
"llm_category": "geopolitics",
"market_confidence_score": 0.0,
"group": "pricing"
}
],
"macro_selection_diagnostics": {
"rejected_as_not_geopolitics": 6,
"rejected_as_not_market_relevant": 3,
"rejected_by_negative_filter": 1
},
"meta": {
"min_quality": 0.0,
"include_related": true,
"include_macro": true,
"strong_evidence_pct": 1.0,
"quality_breakdown": {
"strong_pct": 1.0,
"summary_pct": 1.0,
"title_only_pct": 0.0
}
}
}
Classifier Diagnostics (general fallback)
| Date | Source | Title | event_type | llm_category | Market | Quality | Content |
|---|
Macro Diagnostics (latest context events)
| Date | Source | Title | llm_category | Impact | Market | Quality | Why macro |
|---|---|---|---|---|---|---|---|
| 2026-03-19 | The Guardian Airline Industry | Europe’s biggest airlines say fuel price spike caused by Iran war will drive up fares | geopolitics | low | EU | 0.60 | quality,strong_evidence,priority |