LLM Context Bundle
Payload health
warnings: 1 | errors: 0 | strong evidence %: 50.0% | title_only %: 0.0%
Week: 2025-03-03 - 2025-03-09 | Market: GLOBAL
Total: 2 | Strong: 1 | Summary: 2 | Title only: 0
Direct market events: 2 | Related airline events: 0 | Macro context events: 0
Direct strong evidence: 1 | Related strong evidence: 0 | Macro strong evidence: 0
Direct ratio: 100.0% | Macro ratio: 0.0%
LLM Input Quality
Strong evidence %: 50.0%
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: 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
LLM Category Breakdown
Active categories: 2 / 14
aviation_news
Count: 1 | Strong: 1
Direct: 1 | Related: 0 | Macro: 0
Top 3:
- BCA Special Edition Newsletter
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: 0 | Strong: 0
Direct: 0 | Related: 0 | Macro: 0
Top 3:
macro_aviation_pressure
Count: 0 | Strong: 0
Direct: 0 | Related: 0 | Macro: 0
Top 3:
capacity_network_changes
Count: 1 | Strong: 0
Direct: 1 | Related: 0 | Macro: 0
Top 3:
- IndiGo To Launch Amsterdam, Manchester Routes - Aviation Week
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: 1 | Related: 0 | Macro: 0
Avg quality: 0.60
Top direct:
- IndiGo To Launch Amsterdam, Manchester Routes - Aviation Week
Top related:
Top macro:
pricing
Direct: 0 | Related: 0 | Macro: 0
Avg quality: 0.00
Top direct:
Top related:
Top macro:
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: 1 | Related: 0 | Macro: 0
Avg quality: 0.60
Top direct:
- BCA Special Edition Newsletter
Top related:
Top macro:
Coverage Summary
Bundle mode: LOW_LOCAL_SIGNAL
Direct events: 2
Related events: 0
Macro events: 0
Direct strong evidence: 1
Related strong evidence: 0
Macro strong evidence: 0
Direct ratio: 100.0%
Direct Market Evidence
| Date | Source | Title | Type | Impact | Quality | Strong | Priority | URL |
|---|---|---|---|---|---|---|---|---|
| 2025-03-07 | Aviation Week | BCA Special Edition Newsletter | general | low | 0.60 | yes | 5.70 | open |
| 2025-03-06 | Google News Aviation Week Airports Networks | IndiGo To Launch Amsterdam, Manchester Routes - Aviation Week | network_routes | medium | 0.60 | no | 5.00 | open |
Related Airline Context
Related events: 0
Top airlines (related):
| Date | Source | Title | Airlines | Type | Impact | Quality | Priority | URL |
|---|
Macro Context
Macro events: 0
Geopolitics (macro): 0
Macro aviation pressure: 0
Top categories in macro context:
Top sources in macro context:
| Date | Source | Title | LLM Category | Impact | Quality | Strong | Why macro | Priority | URL |
|---|
Source Ranking
Top sources for direct events
- Google News Aviation Week Airports Networks (1)
- Aviation Week (1)
Top sources for related events
Most strong evidence
- Aviation Week (1)
Top sources for macro context
Macro Selection Diagnostics
rejected_as_not_geopolitics: 0 | rejected_as_not_market_relevant: 0 | rejected_by_negative_filter: 0
Evidence Table
| Date | Source | Context | Title | Content | Quality | Strong | Market | Type | Impact | URL |
|---|---|---|---|---|---|---|---|---|---|---|
| 2025-03-07 | Aviation Week | 🟢 direct | BCA Special Edition Newsletter | SUMMARY | 0.60 MEDIUM QUALITY | STRONGyes | GLOBAL | general | low | open |
| 2025-03-06 | Google News Aviation Week Airports Networks | 🟢 direct | IndiGo To Launch Amsterdam, Manchester Routes - Aviation Week | SUMMARY | 0.60 MEDIUM QUALITY | no | GLOBAL | network_routes | medium | open |
Preview JSON
Show bundle JSON
{
"week_start": "2025-03-03",
"week_end": "2025-03-09",
"market": "GLOBAL",
"coverage": {
"direct_events_count": 2,
"related_airline_events_count": 0,
"macro_context_events_count": 0,
"direct_strong_evidence_count": 1,
"related_strong_evidence_count": 0,
"macro_strong_evidence_count": 0,
"direct_ratio": 1.0,
"macro_ratio": 0.0,
"bundle_mode": "LOW_LOCAL_SIGNAL"
},
"stats": {
"total_events": 2,
"strong_evidence": 1,
"summary_evidence": 2,
"title_only": 0,
"avg_quality": 0.6
},
"direct_market_events": [
{
"id": 205,
"title": "BCA Special Edition Newsletter",
"source": "Aviation Week",
"date": "2025-03-07",
"published_at": "2025-03-07T23:30:14+00:00",
"content_source": "rss_description",
"quality": 0.6,
"primary_market": "GLOBAL",
"event_type": "general",
"impact_level": "low",
"evidence_text": "BCA Special Edition Newsletter kylee.adams@in… Fri, 03/07/2025 - 23:30 Business aviation is soaring, and industry events are where game-changing decisions happen. Stay ahead with the BCA Special Edition newsletter—your exclusive source for daily event recaps, executive insights, and in-depth interviews—directly from the show floor. Gain insider access to emerging opportunities, market trends, and the key partnerships shaping the future of business aviation. Frequency Daily During Shows Email Group ID 211",
"url": "https://aviationweek.com/node/4740936",
"strong_evidence": true,
"entities_airlines": [],
"priority_score": 5.7,
"context_type": "direct",
"content_text": "<span>BCA Special Edition Newsletter</span> <span><span lang=\"\" about=\"/users/kylee-adams\" typeof=\"schema:Person\" property=\"schema:name\" datatype=\"\" content=\"kylee.adams\">kylee.adams@in…</span></span> <span><time datetime=\"2025-03-07T23:30:14+00:00\" title=\"Friday, March 7, 2025 - 23:30\">Fri, 03/07/2025 - 23:30</time> </span> <drupal-render-placeholder callback=\"Drupal\\node\\NodeViewBuilder::renderLinks\" arguments=\"0=4740936&1=rss&2=en&3=&4\" token=\"5TM_h-1NEKNFv_fQchc3cwCO-qKEzHLVNSpMw7JMons\"></drupal-render-placeholder> <div><p>Business aviation is soaring, and industry events are where game-changing decisions happen. Stay ahead with the BCA Special Edition newsletter—your exclusive source for daily event recaps, executive insights, and in-depth interviews—directly from the show floor. Gain insider access to emerging opportunities, market trends, and the key partnerships shaping the future of business aviation.</p></div> <div> <div>Frequency</div> <div>Daily During Shows</div> </div> <div> <div>Email Group ID</div> <div>211</div> </div>",
"why_macro": "",
"llm_category": "aviation_news",
"group": "other"
},
{
"id": 592,
"title": "IndiGo To Launch Amsterdam, Manchester Routes - Aviation Week",
"source": "Google News Aviation Week Airports Networks",
"date": "2025-03-06",
"published_at": "2025-03-06T08:00:00+00:00",
"content_source": "rss_description",
"quality": 0.6,
"primary_market": "GLOBAL",
"event_type": "network_routes",
"impact_level": "medium",
"evidence_text": "IndiGo To Launch Amsterdam, Manchester Routes Aviation Week",
"url": "https://news.google.com/rss/articles/CBMinwFBVV95cUxPajNXdENYYUhNR0Nrb1NidnoxR0VfT0RaNkZSMzNQQUpYY21MZS04ekx1NDJ0SjVUdFpKM0RUSEUwc1B3V2QxYk5GRzFHRFdaQ2k3TWI5VTJTNHdubWtuYWRvbWdwdnNYTVVWTUVVd1dTZjhJRXhHSXJKU2ZLdldpTlBLX2FFbFJYR056VmY1a2dkU3RGYW1RQlZQZUNkMXM?oc=5",
"strong_evidence": false,
"entities_airlines": [],
"priority_score": 5.0,
"context_type": "direct",
"content_text": "IndiGo To Launch Amsterdam, Manchester Routes Aviation Week",
"why_macro": "",
"llm_category": "capacity_network_changes",
"group": "network"
}
],
"related_airline_events": [],
"macro_context_events": [],
"groups": {
"disruptions": {
"direct": [],
"related": [],
"macro": [],
"direct_count": 0,
"related_count": 0,
"macro_count": 0
},
"network": {
"direct": [
{
"id": 592,
"title": "IndiGo To Launch Amsterdam, Manchester Routes - Aviation Week",
"source": "Google News Aviation Week Airports Networks",
"date": "2025-03-06",
"published_at": "2025-03-06T08:00:00+00:00",
"content_source": "rss_description",
"quality": 0.6,
"primary_market": "GLOBAL",
"event_type": "network_routes",
"impact_level": "medium",
"evidence_text": "IndiGo To Launch Amsterdam, Manchester Routes Aviation Week",
"url": "https://news.google.com/rss/articles/CBMinwFBVV95cUxPajNXdENYYUhNR0Nrb1NidnoxR0VfT0RaNkZSMzNQQUpYY21MZS04ekx1NDJ0SjVUdFpKM0RUSEUwc1B3V2QxYk5GRzFHRFdaQ2k3TWI5VTJTNHdubWtuYWRvbWdwdnNYTVVWTUVVd1dTZjhJRXhHSXJKU2ZLdldpTlBLX2FFbFJYR056VmY1a2dkU3RGYW1RQlZQZUNkMXM?oc=5",
"strong_evidence": false,
"entities_airlines": [],
"priority_score": 5.0,
"context_type": "direct",
"content_text": "IndiGo To Launch Amsterdam, Manchester Routes Aviation Week",
"why_macro": "",
"llm_category": "capacity_network_changes",
"group": "network"
}
],
"related": [],
"macro": [],
"direct_count": 1,
"related_count": 0,
"macro_count": 0
},
"pricing": {
"direct": [],
"related": [],
"macro": [],
"direct_count": 0,
"related_count": 0,
"macro_count": 0
},
"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": [
{
"id": 205,
"title": "BCA Special Edition Newsletter",
"source": "Aviation Week",
"date": "2025-03-07",
"published_at": "2025-03-07T23:30:14+00:00",
"content_source": "rss_description",
"quality": 0.6,
"primary_market": "GLOBAL",
"event_type": "general",
"impact_level": "low",
"evidence_text": "BCA Special Edition Newsletter kylee.adams@in… Fri, 03/07/2025 - 23:30 Business aviation is soaring, and industry events are where game-changing decisions happen. Stay ahead with the BCA Special Edition newsletter—your exclusive source for daily event recaps, executive insights, and in-depth interviews—directly from the show floor. Gain insider access to emerging opportunities, market trends, and the key partnerships shaping the future of business aviation. Frequency Daily During Shows Email Group ID 211",
"url": "https://aviationweek.com/node/4740936",
"strong_evidence": true,
"entities_airlines": [],
"priority_score": 5.7,
"context_type": "direct",
"content_text": "<span>BCA Special Edition Newsletter</span> <span><span lang=\"\" about=\"/users/kylee-adams\" typeof=\"schema:Person\" property=\"schema:name\" datatype=\"\" content=\"kylee.adams\">kylee.adams@in…</span></span> <span><time datetime=\"2025-03-07T23:30:14+00:00\" title=\"Friday, March 7, 2025 - 23:30\">Fri, 03/07/2025 - 23:30</time> </span> <drupal-render-placeholder callback=\"Drupal\\node\\NodeViewBuilder::renderLinks\" arguments=\"0=4740936&1=rss&2=en&3=&4\" token=\"5TM_h-1NEKNFv_fQchc3cwCO-qKEzHLVNSpMw7JMons\"></drupal-render-placeholder> <div><p>Business aviation is soaring, and industry events are where game-changing decisions happen. Stay ahead with the BCA Special Edition newsletter—your exclusive source for daily event recaps, executive insights, and in-depth interviews—directly from the show floor. Gain insider access to emerging opportunities, market trends, and the key partnerships shaping the future of business aviation.</p></div> <div> <div>Frequency</div> <div>Daily During Shows</div> </div> <div> <div>Email Group ID</div> <div>211</div> </div>",
"why_macro": "",
"llm_category": "aviation_news",
"group": "other"
}
],
"related": [],
"macro": [],
"direct_count": 1,
"related_count": 0,
"macro_count": 0
}
},
"llm_categories": {
"aviation_news": {
"direct": [
{
"id": 205,
"title": "BCA Special Edition Newsletter",
"source": "Aviation Week",
"date": "2025-03-07",
"published_at": "2025-03-07T23:30:14+00:00",
"content_source": "rss_description",
"quality": 0.6,
"primary_market": "GLOBAL",
"event_type": "general",
"impact_level": "low",
"evidence_text": "BCA Special Edition Newsletter kylee.adams@in… Fri, 03/07/2025 - 23:30 Business aviation is soaring, and industry events are where game-changing decisions happen. Stay ahead with the BCA Special Edition newsletter—your exclusive source for daily event recaps, executive insights, and in-depth interviews—directly from the show floor. Gain insider access to emerging opportunities, market trends, and the key partnerships shaping the future of business aviation. Frequency Daily During Shows Email Group ID 211",
"url": "https://aviationweek.com/node/4740936",
"strong_evidence": true,
"entities_airlines": [],
"priority_score": 5.7,
"context_type": "direct",
"content_text": "<span>BCA Special Edition Newsletter</span> <span><span lang=\"\" about=\"/users/kylee-adams\" typeof=\"schema:Person\" property=\"schema:name\" datatype=\"\" content=\"kylee.adams\">kylee.adams@in…</span></span> <span><time datetime=\"2025-03-07T23:30:14+00:00\" title=\"Friday, March 7, 2025 - 23:30\">Fri, 03/07/2025 - 23:30</time> </span> <drupal-render-placeholder callback=\"Drupal\\node\\NodeViewBuilder::renderLinks\" arguments=\"0=4740936&1=rss&2=en&3=&4\" token=\"5TM_h-1NEKNFv_fQchc3cwCO-qKEzHLVNSpMw7JMons\"></drupal-render-placeholder> <div><p>Business aviation is soaring, and industry events are where game-changing decisions happen. Stay ahead with the BCA Special Edition newsletter—your exclusive source for daily event recaps, executive insights, and in-depth interviews—directly from the show floor. Gain insider access to emerging opportunities, market trends, and the key partnerships shaping the future of business aviation.</p></div> <div> <div>Frequency</div> <div>Daily During Shows</div> </div> <div> <div>Email Group ID</div> <div>211</div> </div>",
"why_macro": "",
"llm_category": "aviation_news",
"group": "other"
}
],
"related": [],
"macro": [],
"count": 1,
"strong_evidence_count": 1,
"top_titles": [
"BCA Special Edition Newsletter"
]
},
"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": [],
"count": 0,
"strong_evidence_count": 0,
"top_titles": []
},
"macro_aviation_pressure": {
"direct": [],
"related": [],
"macro": [],
"count": 0,
"strong_evidence_count": 0,
"top_titles": []
},
"capacity_network_changes": {
"direct": [
{
"id": 592,
"title": "IndiGo To Launch Amsterdam, Manchester Routes - Aviation Week",
"source": "Google News Aviation Week Airports Networks",
"date": "2025-03-06",
"published_at": "2025-03-06T08:00:00+00:00",
"content_source": "rss_description",
"quality": 0.6,
"primary_market": "GLOBAL",
"event_type": "network_routes",
"impact_level": "medium",
"evidence_text": "IndiGo To Launch Amsterdam, Manchester Routes Aviation Week",
"url": "https://news.google.com/rss/articles/CBMinwFBVV95cUxPajNXdENYYUhNR0Nrb1NidnoxR0VfT0RaNkZSMzNQQUpYY21MZS04ekx1NDJ0SjVUdFpKM0RUSEUwc1B3V2QxYk5GRzFHRFdaQ2k3TWI5VTJTNHdubWtuYWRvbWdwdnNYTVVWTUVVd1dTZjhJRXhHSXJKU2ZLdldpTlBLX2FFbFJYR056VmY1a2dkU3RGYW1RQlZQZUNkMXM?oc=5",
"strong_evidence": false,
"entities_airlines": [],
"priority_score": 5.0,
"context_type": "direct",
"content_text": "IndiGo To Launch Amsterdam, Manchester Routes Aviation Week",
"why_macro": "",
"llm_category": "capacity_network_changes",
"group": "network"
}
],
"related": [],
"macro": [],
"count": 1,
"strong_evidence_count": 0,
"top_titles": [
"IndiGo To Launch Amsterdam, Manchester Routes - Aviation Week"
]
},
"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": 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
},
"source_contribution": {
"direct_sources": [
[
"Google News Aviation Week Airports Networks",
1
],
[
"Aviation Week",
1
]
],
"related_sources": [],
"macro_sources": [],
"strong_sources": [
[
"Aviation Week",
1
]
]
},
"related_top_airlines": [],
"bundle_suitability": "READY",
"warnings": [
"Low local signal: fewer than 4 direct market events available for this week."
],
"active_llm_categories_count": 2,
"active_llm_categories": [
"aviation_news",
"capacity_network_changes"
],
"llm_category_counts": {
"aviation_news": 1,
"airport_disruptions": 0,
"strikes": 0,
"delays_cancellations": 0,
"promotions": 0,
"tourist_demand": 0,
"weather_disruptions": 0,
"geopolitics": 0,
"macro_aviation_pressure": 0,
"capacity_network_changes": 1,
"pricing_fares": 0,
"airline_financial_outlook": 0,
"safety_security_incidents": 0,
"airport_traffic_performance": 0
},
"aviation_news_diagnostics": [
{
"id": 205,
"title": "BCA Special Edition Newsletter",
"source": "Aviation Week",
"date": "2025-03-07",
"published_at": "2025-03-07T23:30:14+00:00",
"content_source": "rss_description",
"quality": 0.6,
"primary_market": "GLOBAL",
"event_type": "general",
"impact_level": "low",
"evidence_text": "BCA Special Edition Newsletter kylee.adams@in… Fri, 03/07/2025 - 23:30 Business aviation is soaring, and industry events are where game-changing decisions happen. Stay ahead with the BCA Special Edition newsletter—your exclusive source for daily event recaps, executive insights, and in-depth interviews—directly from the show floor. Gain insider access to emerging opportunities, market trends, and the key partnerships shaping the future of business aviation. Frequency Daily During Shows Email Group ID 211",
"url": "https://aviationweek.com/node/4740936",
"strong_evidence": true,
"entities_airlines": [],
"priority_score": 5.7,
"context_type": "direct",
"content_text": "<span>BCA Special Edition Newsletter</span> <span><span lang=\"\" about=\"/users/kylee-adams\" typeof=\"schema:Person\" property=\"schema:name\" datatype=\"\" content=\"kylee.adams\">kylee.adams@in…</span></span> <span><time datetime=\"2025-03-07T23:30:14+00:00\" title=\"Friday, March 7, 2025 - 23:30\">Fri, 03/07/2025 - 23:30</time> </span> <drupal-render-placeholder callback=\"Drupal\\node\\NodeViewBuilder::renderLinks\" arguments=\"0=4740936&1=rss&2=en&3=&4\" token=\"5TM_h-1NEKNFv_fQchc3cwCO-qKEzHLVNSpMw7JMons\"></drupal-render-placeholder> <div><p>Business aviation is soaring, and industry events are where game-changing decisions happen. Stay ahead with the BCA Special Edition newsletter—your exclusive source for daily event recaps, executive insights, and in-depth interviews—directly from the show floor. Gain insider access to emerging opportunities, market trends, and the key partnerships shaping the future of business aviation.</p></div> <div> <div>Frequency</div> <div>Daily During Shows</div> </div> <div> <div>Email Group ID</div> <div>211</div> </div>",
"why_macro": "",
"llm_category": "aviation_news",
"group": "other"
}
],
"macro_context_diagnostics": [],
"macro_selection_diagnostics": {
"rejected_as_not_geopolitics": 0,
"rejected_as_not_market_relevant": 0,
"rejected_by_negative_filter": 0
},
"meta": {
"min_quality": 0.0,
"include_related": true,
"include_macro": true,
"strong_evidence_pct": 0.5,
"quality_breakdown": {
"strong_pct": 0.5,
"summary_pct": 1.0,
"title_only_pct": 0.0
}
}
}
Classifier Diagnostics (general fallback)
| Date | Source | Title | event_type | llm_category | Market | Quality | Content |
|---|---|---|---|---|---|---|---|
| 2025-03-07 | Aviation Week | BCA Special Edition Newsletter | general | aviation_news | GLOBAL | 0.60 | rss_description |
Macro Diagnostics (latest context events)
| Date | Source | Title | llm_category | Impact | Market | Quality | Why macro |
|---|