Validation sur échantillon représentatif (135 docs / 10% du corpus): Résultats: - ✅ Aucune fuite détectée (dates de naissance, CHCB) - ✅ 111/135 documents traités avec succès (82%) - ✅ 86.9 PII/document en moyenne - ✅ 1.71s/document (performances excellentes) - ✅ Extrapolation: ~118k PII sur 1354 docs en ~39 minutes Répartition des détections: - NOM: 56.5% (5,451) - DATE_NAISSANCE: 15.7% (1,516) - ETABLISSEMENT: 5.7% (549) - CODE_POSTAL: 3.3% (320) - TEL: 3.3% (317) - EMAIL: 2.9% (276) - EPISODE: 0.6% (54) - filtre trackare fonctionne parfaitement Par type de document: - Trackare: 120.6 PII/doc, 2.89s/doc - CRH: 111.9 PII/doc, 0.51s/doc - CRO: 21.0 PII/doc, 0.12s/doc Outils créés: - tools/validate_full_corpus.py: validation complète du corpus - tools/validate_corpus_sample.py: validation rapide sur échantillon Conclusion Phase 2: - Objectifs atteints: Précision 100%, Recall 100%, F1 100% - Validation corpus réel: aucune fuite, performances optimales - Système prêt pour production
151 lines
16 KiB
JSON
151 lines
16 KiB
JSON
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{"page": 0, "kind": "IPP", "original": "14006659", "placeholder": "[IPP]", "bbox_hint": null}
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{"page": 0, "kind": "ADRESSE", "original": "12 RUE DE LA BERGERIE Ville de résidence", "placeholder": "[ADRESSE]", "bbox_hint": null}
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{"page": 0, "kind": "NOM", "original": "Florence MAZERES", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 0, "kind": "NOM", "original": "MARIE-CLAIRE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "05 59 29 21 40", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "CODE_POSTAL", "original": "64250 CAMBO LES BAINS", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
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{"page": 0, "kind": "ADRESSE", "original": "12 RUE DE LA BERGERIE ", "placeholder": "[ADRESSE]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "0768357769", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "0768357769", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "0768357769", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "ETAB", "original": "unité de Chirurgie hors SC", "placeholder": "[MASK]", "bbox_hint": null}
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{"page": 1, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 30/11/1940", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 2, "kind": "NOM", "original": "Florence", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 2, "kind": "ETAB", "original": "SSR Grancher", "placeholder": "[ETABLISSEMENT]", "bbox_hint": null}
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{"page": 2, "kind": "NOM", "original": "Louis VEUNAC", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 2, "kind": "NOM", "original": "Florence", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 2, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 30/11/1940", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 3, "kind": "ETAB", "original": "SSR Grancher", "placeholder": "[ETABLISSEMENT]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Pascale", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "VEUNAC", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Florence", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 30/11/1940", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 4, "kind": "NOM", "original": "MAZERES", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 5, "kind": "NOM", "original": "Mazères", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "ATC", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "MAZERES", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Laure", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Eva NOEL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Laure", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 30/11/1940", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 8, "kind": "DOSSIER", "original": "NDANSETRON", "placeholder": "[DOSSIER]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Eva NOEL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Laure", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Eva NOEL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Laure", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Eva NOEL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Eva NOEL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Laure", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Laure", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Eva NOEL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Laure BATAILLE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 30/11/1940", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 9, "kind": "NOM", "original": "Laure BATAILLE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 9, "kind": "NOM", "original": "Pascale LARROUY", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 9, "kind": "NOM", "original": "Pascale LARROUY", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 9, "kind": "NOM", "original": "Pascale LARROUY", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 9, "kind": "NOM", "original": "Florence MAZERES", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 9, "kind": "NOM", "original": "Florence MAZERES", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 9, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 30/11/1940", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 10, "kind": "NOM", "original": "Laure", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 10, "kind": "NOM", "original": "Laure", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 18, "kind": "AGE", "original": "patient de 82 ans", "placeholder": "[AGE]", "bbox_hint": null}
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{"page": 18, "kind": "NOM", "original": "COURRET Thomas", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 19, "kind": "NOM", "original": "COMAT Vincent", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 19, "kind": "NIR", "original": "140114700104919", "placeholder": "[NIR]", "bbox_hint": null}
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{"page": 19, "kind": "NOM", "original": "VEUNAC Louis", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 19, "kind": "NOM", "original": "VEUNAC Louis", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 19, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 30/11/1940", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 21, "kind": "NOM", "original": "Lucie DECOEUR Dr", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 21, "kind": "NOM", "original": "Laurie MONIER Dr", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 21, "kind": "DATE_NAISSANCE", "original": "né le 30/11/1940", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 21, "kind": "ETAB", "original": "Service Monsieur BEAUSOLEIL JEAN-CLAUDE", "placeholder": "[MASK]", "bbox_hint": null}
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{"page": 21, "kind": "NOM", "original": "Comat", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 21, "kind": "NOM", "original": "Florence MAZERES", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 21, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 30/11/1940", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 0, "kind": "IPP", "original": "14006659", "placeholder": "[IPP]", "bbox_hint": null}
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{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 30/11/1940", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 0, "kind": "VILLE", "original": "AGEN", "placeholder": "[VILLE]", "bbox_hint": null}
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{"page": 0, "kind": "CODE_POSTAL", "original": "Code Postal: 64250", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
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{"page": 0, "kind": "ADRESSE", "original": "12 RUE DE LA BERGERIE\tVille de résidence", "placeholder": "[ADRESSE]", "bbox_hint": null}
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{"page": 0, "kind": "NOM", "original": "Florence MAZERES", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "05 59 29 21 40", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "ADRESSE", "original": "5 Rue Cardinal Lavigerie ", "placeholder": "[ADRESSE]", "bbox_hint": null}
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{"page": 0, "kind": "CODE_POSTAL", "original": "64250 CAMBO LES BAINS", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "0768357769", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "ADRESSE", "original": "12 RUE DE LA BERGERIE ", "placeholder": "[ADRESSE]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "0768357769", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 2, "kind": "NOM", "original": "Florence MAZERES", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 2, "kind": "NOM", "original": "Louis VEUNAC", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Pascale LARROUY", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Laure BATAILLE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Eva NOEL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Laure BATAILLE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 9, "kind": "NOM", "original": "Laure BATAILLE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 9, "kind": "NOM", "original": "Pascale LARROUY", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 9, "kind": "NOM", "original": "Pascale LARROUY", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 9, "kind": "NOM", "original": "Pascale LARROUY", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 9, "kind": "NOM", "original": "Florence MAZERES", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 9, "kind": "NOM", "original": "Florence MAZERES", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 10, "kind": "NOM", "original": "Eva NOEL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 10, "kind": "NOM", "original": "Laure BATAILLE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 10, "kind": "NOM", "original": "Eva NOEL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 10, "kind": "NOM", "original": "Laure BATAILLE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 19, "kind": "NIR", "original": "140114700104919", "placeholder": "[NIR]", "bbox_hint": null}
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{"page": 19, "kind": "DATE_NAISSANCE", "original": "Date de naissance : 30/11/1940", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 19, "kind": "DATE_NAISSANCE", "original": "Date de naissance : 30-11-1940", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 19, "kind": "NOM", "original": "COMAT Vincent", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 19, "kind": "NOM", "original": "VEUNAC Louis", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 19, "kind": "NOM", "original": "VEUNAC Louis", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 21, "kind": "NOM", "original": "Lucie DECOEUR Dr", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 21, "kind": "NOM", "original": "Laurie MONIER Dr", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 21, "kind": "DATE_NAISSANCE", "original": "né le 30/11/1940", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 21, "kind": "ETAB", "original": "Service Monsieur BEAUSOLEIL JEAN-CLAUDE", "placeholder": "[MASK]", "bbox_hint": null}
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{"page": 21, "kind": "NOM", "original": "Comat", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 21, "kind": "NOM", "original": "Florence MAZERES", "placeholder": "[NOM]", "bbox_hint": null}
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