AeroIntel aviation market intelligence

Calendar

Event Summary Inputs

Single-event payloads and generated outputs used to debug compact LLM summaries from merged calendar data.

Market: PL Year: 2027
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Events

event_summary_input

PL_2027-01-01_new_year
event_summary_input
{
    "event_id": "PL_2027-01-01_new_year",
    "market": "PL",
    "summary_mode": "event_level",
    "summary_inputs": {
        "event_identity": {
            "canonical_name": "Nowy Rok",
            "date_start": "2027-01-01",
            "date_end": "2027-01-01",
            "event_category": "public_holiday",
            "holiday_subtype": "public",
            "school_break_type": null,
            "scope": "national",
            "is_nationwide": true,
            "regions": []
        },
        "time_off": {
            "days_off_in_row": 3,
            "working_days_lost": 1,
            "official_working_days_lost": 1,
            "bridge_potential": "none",
            "bridge_days_used": 0,
            "off_day_pattern": "friday_holiday",
            "travel_window": {
                "from": "2027-01-01",
                "to": "2027-01-03",
                "type": "long_weekend_window"
            }
        },
        "calendar_context": {
            "day_of_week_start": "Friday",
            "adjacent_to_weekend": true,
            "adjacent_off_days_before": 0,
            "adjacent_off_days_after": 2,
            "long_weekend_potential": "natural"
        },
        "travel_signal": {
            "coverage": "nationwide",
            "intensity_band": "high",
            "travel_relevance_score": 0.65,
            "tags": [
                "leisure",
                "city_break",
                "short_break",
                "business_negative"
            ]
        },
        "product_impact": {
            "flights": {
                "direction": "positive",
                "strength": "high",
                "drivers": [
                    "long_weekend",
                    "short_break",
                    "outbound_peak"
                ]
            },
            "holiday_packages": {
                "direction": "positive",
                "strength": "medium",
                "drivers": [
                    "family_planning",
                    "longer_stays"
                ]
            }
        },
        "timing_effects": {
            "previous_week": {
                "direction": "positive",
                "strength": "medium",
                "effect_types": [
                    "planning",
                    "pre_holiday_search_lift"
                ]
            },
            "event_week": {
                "direction": "mixed",
                "strength": "high",
                "effect_types": [
                    "departures_peak",
                    "mixed_booking_behavior"
                ]
            },
            "next_week": {
                "direction": "neutral",
                "strength": "low",
                "effect_types": [
                    "post_trip_cooldown"
                ]
            }
        },
        "llm_summary_ready": true
    },
    "llm_constraints": {
        "grounding_mode": "strict",
        "allow_external_knowledge": false,
        "max_sentences_per_field": 2,
        "focus_fields": [
            "summary_short",
            "summary_flights",
            "summary_packages",
            "summary_risk",
            "market_context"
        ],
        "forbidden_topics": [
            "holiday history",
            "religious background",
            "political background",
            "facts not present in input"
        ]
    },
    "llm_output_schema": {
        "summary_short": "",
        "summary_flights": "",
        "summary_packages": "",
        "summary_risk": "",
        "market_context": "",
        "confidence": "low|medium|high",
        "used_signals": []
    }
}
event_summary_output
[]