#!/usr/bin/env python3
"""
Finalize Batch 11 Matches - Manual Validation
=============================================

After review, these are the VALIDATED matches from Batch 11
"""

import json

# Manually validated matches after review
VALIDATED_MATCHES = [
    {
        "museum_name": "Museo Histórico-Arqueológico",
        "city": "Quillota",
        "q_number": "Q12184920",
        "wikidata_name": "Museo Histórico - Arqueológico de Quillota",
        "confidence": "HIGH",
        "reason": "Perfect name and location match"
    },
    {
        "museum_name": "Museo Mapuche de Purén",
        "city": "Capitán Pastene",
        "q_number": "Q86282614",
        "wikidata_name": "Museo Mapuche de Purén",
        "confidence": "HIGH",
        "reason": "Exact name match, Capitán Pastene is in Purén commune"
    },
    {
        "museum_name": "Museo Pleistocénico",
        "city": "Osorno",
        "q_number": "Q112044601",
        "wikidata_name": "Museo del Pleistoceno de Osorno",
        "confidence": "HIGH",
        "reason": "Perfect name and location match"
    },
    {
        "museum_name": "Red de Museos Aysén",
        "city": "Coyhaique",
        "q_number": "Q53877849",
        "wikidata_name": "Museo Regional de Aysén",
        "confidence": "HIGH",
        "reason": "Regional museum network, Coyhaique location matches"
    },
    {
        "museum_name": "Museo Territorial Yagan Usi",
        "city": "Cabo de Hornos",
        "q_number": "Q6775581",
        "wikidata_name": "Museo Territorial Yagán Usi - Martín González Calderón",
        "confidence": "HIGH",
        "reason": "Exact name match, Puerto Williams is capital of Cabo de Hornos"
    }
]

# Rejected matches (keep for documentation)
REJECTED_MATCHES = [
    {
        "museum_name": "Museo de Tocopilla",
        "q_number": "Q112135646",
        "wikidata_name": "Museo Di",
        "reason": "Virtual LGBT museum, completely different subject"
    },
    {
        "museum_name": "Museo Rodulfo Philippi",
        "q_number": "Q112135646",
        "wikidata_name": "Museo Di",
        "reason": "Same false positive"
    },
    {
        "museum_name": "Museo del Libro del Mar",
        "q_number": "Q112135646",
        "wikidata_name": "Museo Di",
        "reason": "Same false positive"
    },
    {
        "museum_name": "Museo de Historia Local Los Perales",
        "q_number": "Q6171788",
        "wikidata_name": "Zoológico de Quilpué",
        "reason": "Zoo, not a museum"
    },
    {
        "museum_name": "Museo de las Iglesias",
        "q_number": "Q112135646",
        "wikidata_name": "Museo Di",
        "reason": "Same false positive"
    },
    {
        "museum_name": "Museo Histórico Municipal",
        "q_number": "Q112135646",
        "wikidata_name": "Museo Di",
        "reason": "Same false positive"
    }
]

# Needs manual research (no Wikidata entry found)
NEEDS_RESEARCH = [
    {
        "museum_name": "Museo de Tocopilla",
        "city": "María Elena / Tocopilla",
        "status": "No Wikidata entry found"
    },
    {
        "museum_name": "Museo Rodulfo Philippi",
        "city": "Chañaral",
        "status": "No Wikidata entry found (possibly confused with Rudolf Philippi museums elsewhere)"
    },
    {
        "museum_name": "Museo del Libro del Mar",
        "city": "San Antonio",
        "status": "No Wikidata entry found"
    },
    {
        "museum_name": "Museo de Historia Local Los Perales",
        "city": "Quilpué",
        "status": "No Wikidata entry found"
    },
    {
        "museum_name": "Museo de las Iglesias",
        "city": "Castro, Chiloé",
        "status": "No Wikidata entry found"
    },
    {
        "museum_name": "Museo Histórico Municipal",
        "city": "Puerto Natales, Última Esperanza",
        "status": "No Wikidata entry found"
    }
]

# Items requiring further investigation
NEEDS_VERIFICATION = [
    {
        "museum_name": "Museo Histórico y Cultural",
        "city": "Cauquenes",
        "q_number": "Q86281191",
        "wikidata_name": "Museo Histórico Cultural Antuhuenu",
        "location": "Nacimiento",
        "issue": "Location mismatch - Nacimiento is in Bío Bío, not Cauquenes in Maule",
        "recommendation": "REJECT - Different museum"
    },
    {
        "museum_name": "Museo Rudolph Philippi",
        "city": "Valdivia",
        "q_number": "Q86283174",
        "wikidata_name": "Mira Valdivia",
        "issue": "Name doesn't match - unclear if 'Mira Valdivia' is Rudolph Philippi museum",
        "recommendation": "REJECT - Needs manual Wikidata search for 'Museo Rudolph Philippi Valdivia'"
    }
]

def main():
    print("="*80)
    print("BATCH 11 FINAL VALIDATION")
    print("="*80)
    
    print(f"\n✅ VALIDATED MATCHES: {len(VALIDATED_MATCHES)}")
    for match in VALIDATED_MATCHES:
        print(f"\n{match['museum_name']}")
        print(f"  → {match['wikidata_name']} ({match['q_number']})")
        print(f"  Confidence: {match['confidence']}")
        print(f"  Reason: {match['reason']}")
    
    print(f"\n\n❌ REJECTED MATCHES: {len(REJECTED_MATCHES)}")
    for match in REJECTED_MATCHES:
        print(f"\n{match['museum_name']}")
        print(f"  ✗ {match['wikidata_name']} ({match['q_number']})")
        print(f"  Reason: {match['reason']}")
    
    print(f"\n\n🔍 NEEDS MANUAL RESEARCH: {len(NEEDS_RESEARCH)}")
    for item in NEEDS_RESEARCH:
        print(f"  • {item['museum_name']} ({item['city']})")
    
    print(f"\n\n⚠️  NEEDS VERIFICATION: {len(NEEDS_VERIFICATION)}")
    for item in NEEDS_VERIFICATION:
        print(f"\n{item['museum_name']}")
        print(f"  → {item['wikidata_name']} ({item['q_number']})")
        print(f"  Issue: {item['issue']}")
        print(f"  Recommendation: {item['recommendation']}")
    
    # Summary
    current_coverage = 55
    validated_additions = len(VALIDATED_MATCHES)
    new_coverage = current_coverage + validated_additions
    
    print("\n" + "="*80)
    print("BATCH 11 SUMMARY")
    print("="*80)
    print(f"Current coverage: {current_coverage}/90 (61.1%)")
    print(f"Validated matches: {validated_additions}")
    print(f"New coverage: {new_coverage}/90 ({(new_coverage/90*100):.1f}%)")
    print(f"Museums without Wikidata: {len(NEEDS_RESEARCH)}")
    
    if new_coverage / 90 >= 0.67:
        print(f"\n✅ Reached 67% coverage milestone!")
    
    # Save final results
    output = {
        'batch': 11,
        'validation_date': '2025-11-09',
        'validated_matches': VALIDATED_MATCHES,
        'rejected_matches': REJECTED_MATCHES,
        'needs_research': NEEDS_RESEARCH,
        'needs_verification': NEEDS_VERIFICATION,
        'summary': {
            'validated': len(VALIDATED_MATCHES),
            'rejected': len(REJECTED_MATCHES),
            'needs_research': len(NEEDS_RESEARCH),
            'current_coverage': f"{current_coverage}/90",
            'new_coverage': f"{new_coverage}/90 ({(new_coverage/90*100):.1f}%)"
        }
    }
    
    with open('scripts/batch11_final_validation.json', 'w', encoding='utf-8') as f:
        json.dump(output, f, indent=2, ensure_ascii=False)
    
    print(f"\n💾 Final validation saved to: scripts/batch11_final_validation.json")

if __name__ == "__main__":
    main()