{ "market": "PL", "summary_scope": "week_market", "input_version": "weekly_llm_payload_v2", "schema_version": "weekly_calendar_context_v2", "generated_at": "2026-04-03T17:52:01Z", "week_iso": "2026-W14", "date_from": "2026-03-30", "date_to": "2026-04-05", "calendar_context": { "events_inside_week": [ { "event_id": "PL_2026-04-02_2026-04-07_spring_break_kp_mz_sk_ld_pm_ds_pk_sl_pd_ma_zp_wn_wp_op_lu_lb", "canonical_name": "Spring Break", "event_category": "school_break", "holiday_subtype": null, "school_break_type": "spring_break", "scope": "national", "is_nationwide": true, "regions": [ "KP", "MZ", "SK", "LD", "PM", "DS", "PK", "SL", "PD", "MA", "ZP", "WN", "WP", "OP", "LU", "LB" ], "week_relation": "inside_week", "timing_phase_for_this_week": "event_week", "time_off": { "days_off_in_row": 6, "official_working_days_lost": 0, "bridge_potential": "none", "bridge_days_used": 0, "off_day_pattern": "none", "travel_window": { "from": "2026-04-02", "to": "2026-04-07", "type": "school_break_peak" }, "time_off_in_week": { "days_off_in_row_within_week": 4, "total_days_off_in_week": 4, "working_days_lost_in_week": 2, "school_break_overlap_days_in_week": 4, "active_travel_window": { "from": "2026-04-02", "to": "2026-04-05", "total_days": 4, "type": "school_break_peak" } } }, "travel_signal": { "coverage": "single_region", "intensity_band": "low", "travel_relevance_score": 0.98, "tags": [ "family", "packages", "outbound", "school_break", "leisure", "city_break", "short_break", "business_negative" ] }, "product_impact": { "flights": { "direction": "positive", "strength_label": "medium", "strength_score": 0.6, "drivers": [ "family_departures", "school_break_travel" ] }, "holiday_packages": { "direction": "positive", "strength_label": "high", "strength_score": 0.9, "drivers": [ "family_planning", "school_break_peak" ] } }, "timing_effects": { "previous_week": { "direction": "positive", "strength": "high", "effect_types": [ "last_minute_booking", "final_planning" ] }, "event_week": { "direction": "mixed", "strength": "high", "effect_types": [ "departures_peak", "lower_booking_activity" ] }, "next_week": { "direction": "positive", "strength": "medium", "effect_types": [ "return_travel", "next_trip_planning" ] } } }, { "event_id": "PL_2026-04-03_wielki_piatek", "canonical_name": "Wielki Piątek", "event_category": "observance", "holiday_subtype": null, "school_break_type": null, "scope": "national", "is_nationwide": true, "regions": [], "week_relation": "inside_week", "timing_phase_for_this_week": "event_week", "time_off": { "days_off_in_row": 0, "official_working_days_lost": 0, "bridge_potential": "none", "bridge_days_used": 0, "off_day_pattern": "none", "travel_window": { "from": "2026-04-03", "to": "2026-04-03", "type": "no_time_off_event" }, "time_off_in_week": { "days_off_in_row_within_week": 0, "total_days_off_in_week": 0, "working_days_lost_in_week": 0, "school_break_overlap_days_in_week": 0, "active_travel_window": { "from": "2026-04-03", "to": "2026-04-03", "total_days": 1, "type": "no_time_off_event" } } }, "travel_signal": { "coverage": "single_region", "intensity_band": "low", "travel_relevance_score": 0.3, "tags": [ "leisure" ] }, "product_impact": { "flights": { "direction": "neutral", "strength_label": "low", "strength_score": 0.3, "drivers": [ "observance" ] }, "holiday_packages": { "direction": "neutral", "strength_label": "low", "strength_score": 0.3, "drivers": [ "observance" ] } }, "timing_effects": { "previous_week": { "direction": "neutral_to_positive", "strength": "low", "effect_types": [ "light_planning" ] }, "event_week": { "direction": "mixed", "strength": "medium", "effect_types": [ "localized_demand_shift" ] }, "next_week": { "direction": "neutral", "strength": "low", "effect_types": [ "normalization" ] } } }, { "event_id": "PL_2026-04-04_wielka_sobota", "canonical_name": "Wielka Sobota", "event_category": "observance", "holiday_subtype": null, "school_break_type": null, "scope": "national", "is_nationwide": true, "regions": [], "week_relation": "inside_week", "timing_phase_for_this_week": "event_week", "time_off": { "days_off_in_row": 0, "official_working_days_lost": 0, "bridge_potential": "none", "bridge_days_used": 0, "off_day_pattern": "none", "travel_window": { "from": "2026-04-04", "to": "2026-04-04", "type": "no_time_off_event" }, "time_off_in_week": { "days_off_in_row_within_week": 1, "total_days_off_in_week": 1, "working_days_lost_in_week": 0, "school_break_overlap_days_in_week": 0, "active_travel_window": { "from": "2026-04-04", "to": "2026-04-04", "total_days": 1, "type": "no_time_off_event" } } }, "travel_signal": { "coverage": "single_region", "intensity_band": "low", "travel_relevance_score": 0.3, "tags": [ "leisure" ] }, "product_impact": { "flights": { "direction": "neutral", "strength_label": "low", "strength_score": 0.3, "drivers": [ "observance" ] }, "holiday_packages": { "direction": "neutral", "strength_label": "low", "strength_score": 0.3, "drivers": [ "observance" ] } }, "timing_effects": { "previous_week": { "direction": "neutral_to_positive", "strength": "low", "effect_types": [ "light_planning" ] }, "event_week": { "direction": "mixed", "strength": "medium", "effect_types": [ "localized_demand_shift" ] }, "next_week": { "direction": "neutral", "strength": "low", "effect_types": [ "normalization" ] } } }, { "event_id": "PL_2026-04-05_easter_sunday", "canonical_name": "Wielkanoc", "event_category": "public_holiday", "holiday_subtype": "public", "school_break_type": null, "scope": "national", "is_nationwide": true, "regions": [], "week_relation": "inside_week", "timing_phase_for_this_week": "event_week", "time_off": { "days_off_in_row": 3, "official_working_days_lost": 0, "bridge_potential": "none", "bridge_days_used": 0, "off_day_pattern": "none", "travel_window": { "from": "2026-04-04", "to": "2026-04-06", "type": "holiday_window" }, "time_off_in_week": { "days_off_in_row_within_week": 1, "total_days_off_in_week": 1, "working_days_lost_in_week": 0, "school_break_overlap_days_in_week": 0, "active_travel_window": { "from": "2026-04-04", "to": "2026-04-05", "total_days": 2, "type": "holiday_window" } } }, "travel_signal": { "coverage": "single_region", "intensity_band": "low", "travel_relevance_score": 0.84, "tags": [ "leisure", "city_break", "short_break", "business_negative", "family", "vfr", "homecoming" ] }, "product_impact": { "flights": { "direction": "positive", "strength_label": "high", "strength_score": 0.9, "drivers": [ "long_weekend", "short_break", "outbound_peak" ] }, "holiday_packages": { "direction": "positive", "strength_label": "medium", "strength_score": 0.6, "drivers": [ "family_planning", "longer_stays" ] } }, "timing_effects": { "previous_week": { "direction": "positive", "strength": "high", "effect_types": [ "booking_lift", "vfr_planning" ] }, "event_week": { "direction": "mixed", "strength": "high", "effect_types": [ "departures_peak", "holiday_mode" ] }, "next_week": { "direction": "neutral_to_positive", "strength": "medium", "effect_types": [ "rebound", "future_planning" ] } } } ], "events_affecting_from_past": [], "events_affecting_upcoming": [ { "event_id": "PL_2026-04-06_easter_monday", "canonical_name": "Drugi Dzień Wielkanocy", "event_category": "public_holiday", "holiday_subtype": "public", "school_break_type": null, "scope": "national", "is_nationwide": true, "regions": [], "week_relation": "upcoming_influence", "timing_phase_for_this_week": "previous_week", "time_off": { "days_off_in_row": 3, "official_working_days_lost": 0, "bridge_potential": "none", "bridge_days_used": 0, "off_day_pattern": "none", "travel_window": { "from": "2026-04-04", "to": "2026-04-06", "type": "long_weekend_candidate" }, "time_off_in_week": { "days_off_in_row_within_week": 0, "total_days_off_in_week": 0, "working_days_lost_in_week": 0, "school_break_overlap_days_in_week": 0, "active_travel_window": { "from": "2026-04-04", "to": "2026-04-05", "total_days": 2, "type": "long_weekend_candidate" } } }, "travel_signal": { "coverage": "single_region", "intensity_band": "low", "travel_relevance_score": 0.84, "tags": [ "leisure", "city_break", "short_break", "business_negative", "family", "vfr", "homecoming" ] }, "product_impact": { "flights": { "direction": "positive", "strength_label": "high", "strength_score": 0.9, "drivers": [ "long_weekend", "short_break", "outbound_peak" ] }, "holiday_packages": { "direction": "positive", "strength_label": "medium", "strength_score": 0.6, "drivers": [ "family_planning", "longer_stays" ] } }, "timing_effects": { "previous_week": { "direction": "positive", "strength": "high", "effect_types": [ "booking_lift", "vfr_planning" ] }, "event_week": { "direction": "mixed", "strength": "high", "effect_types": [ "departures_peak", "holiday_mode" ] }, "next_week": { "direction": "neutral_to_positive", "strength": "medium", "effect_types": [ "rebound", "future_planning" ] } } } ], "calendar_density": { "events_inside_week_count": 4, "events_from_past_count": 0, "events_upcoming_count": 1, "total_relevant_events": 5 }, "week_flags": { "has_long_weekend": true, "has_school_break": true, "family_travel_boost": true, "vfr_boost": true, "business_travel_pressure": true }, "time_off_summary": { "max_days_off_in_row": 6, "max_days_off_in_row_within_week": 4, "total_days_off_in_week": 4, "effective_days_off_in_week": 4, "bridge_days_used": 0, "working_days_lost": 2, "longest_travel_window": { "from": "2026-04-02", "to": "2026-04-07", "total_days": 6, "type": "school_break_peak" }, "school_break_overlap_days_in_week": 4, "active_travel_window_days_in_week": 4, "longest_travel_window_within_week": { "from": "2026-04-02", "to": "2026-04-05", "total_days": 4, "type": "school_break_peak" } }, "priority_events": { "flights": [ "PL_2026-04-05_easter_sunday", "PL_2026-04-06_easter_monday", "PL_2026-04-02_2026-04-07_spring_break_kp_mz_sk_ld_pm_ds_pk_sl_pd_ma_zp_wn_wp_op_lu_lb" ], "holiday_packages": [ "PL_2026-04-02_2026-04-07_spring_break_kp_mz_sk_ld_pm_ds_pk_sl_pd_ma_zp_wn_wp_op_lu_lb", "PL_2026-04-05_easter_sunday", "PL_2026-04-06_easter_monday" ] }, "aggregated_impacts": { "flights": { "direction": "positive", "strength_label": "medium", "strength_score": 0.52, "drivers": [ "family_departures", "school_break_travel", "school_break", "family_travel", "long_weekend", "observance", "short_break", "outbound_peak", "holiday" ] }, "holiday_packages": { "direction": "positive", "strength_label": "medium", "strength_score": 0.47, "drivers": [ "family_planning", "school_break_peak", "school_break", "family_travel", "long_weekend", "observance", "longer_stays", "holiday" ] } }, "dominant_patterns": [ "business_negative_window", "family_travel_window", "short_break_window", "school_break_overlap", "vfr_window", "holiday_overlap" ] }, "commercial_calendar_context": null, "ads_context": null, "product_context": null, "sales_context": null, "pricing_context": null, "search_context": null, "supply_context": null, "confidence_inputs": { "calendar_signal_strength": 0.65, "event_overlap_complexity": "high", "data_completeness": "high" }, "llm_constraints": { "grounding_mode": "strict", "allow_external_knowledge": false, "max_sentences_per_field": 3, "interpretation_rules": [ "Interpret time-off and travel-window metrics in the context of the analyzed week only.", "Do not describe the full multi-week event duration as if it were fully active inside the current week.", "Prefer weekly-active overlap metrics over raw full-event duration." ], "priority_time_off_fields": [ "max_days_off_in_row_within_week", "total_days_off_in_week", "effective_days_off_in_week", "working_days_lost", "school_break_overlap_days_in_week", "active_travel_window_days_in_week", "longest_travel_window_within_week" ], "focus_fields": [ "summary_short", "summary_flights", "summary_packages", "summary_risk", "market_context" ] } }