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
102 lines
11 KiB
JSON
102 lines
11 KiB
JSON
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{"page": 0, "kind": "IPP", "original": "12024490", "placeholder": "[IPP]", "bbox_hint": null}
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{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 0, "kind": "VILLE", "original": "DAX", "placeholder": "[VILLE]", "bbox_hint": null}
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{"page": 0, "kind": "CODE_POSTAL", "original": "Code Postal: 40180", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
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{"page": 0, "kind": "ADRESSE", "original": "2461 ROUTE ESCORNEBEOU Ville de résidence", "placeholder": "[ADRESSE]", "bbox_hint": null}
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{"page": 0, "kind": "NOM", "original": "Heidi WILLE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "05.58.57.34.61", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "ADRESSE", "original": "1200 route de Maremne ", "placeholder": "[ADRESSE]", "bbox_hint": null}
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{"page": 0, "kind": "CODE_POSTAL", "original": "40180 SAUBUSSE", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
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{"page": 0, "kind": "NOM", "original": "Patrick CAMESCASSE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "0613164082", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 1, "kind": "NOM", "original": "CAMESCASSE Patrick", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 1, "kind": "NOM", "original": "VERGNOLLES", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 1, "kind": "NOM", "original": "Mathieu", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 1, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 2, "kind": "NOM", "original": "Bergougnoux", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 2, "kind": "NOM", "original": "ACQUIER Mathieu", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 2, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Marc-Olivier", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Marc-Olivier", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Mathieu", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Mathieu", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Bergougnoux", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Mathieu", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 4, "kind": "NOM", "original": "Marc-Olivier", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 4, "kind": "NOM", "original": "Marc-Olivier", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 4, "kind": "NOM", "original": "Marc-Olivier", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 4, "kind": "NOM", "original": "CAMESCASSE Patrick", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 4, "kind": "NOM", "original": "VERGNOLLES", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 4, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 5, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 6, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Camescasse", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Mathieu", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Marc-Olivier", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Mathieu", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Mathieu", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Marc-Olivier", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Marc-Olivier", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Marc-Olivier VAREIL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Mathieu ACQUIER", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Mathieu ACQUIER", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Mathieu ACQUIER", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Mathieu ACQUIER", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Marc-Olivier VAREIL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Marc-Olivier VAREIL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 9, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 10, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 11, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 12, "kind": "NIR", "original": "151054008817637", "placeholder": "[NIR]", "bbox_hint": null}
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{"page": 12, "kind": "NOM", "original": "BERGOUGNOUX Brice", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 12, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 13, "kind": "NOM", "original": "BERGOUGNOUX Brice", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 13, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 14, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 15, "kind": "NOM", "original": "Julien Dr", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 15, "kind": "NOM", "original": "Anne Christine", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 15, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 0, "kind": "DATE_NAISSANCE", "original": "Date de naissance: 05/05/1951", "placeholder": "[DATE_NAISSANCE]", "bbox_hint": null}
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{"page": 0, "kind": "VILLE", "original": "DAX", "placeholder": "[VILLE]", "bbox_hint": null}
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{"page": 0, "kind": "CODE_POSTAL", "original": "Code Postal: 40180", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
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{"page": 0, "kind": "ADRESSE", "original": "2461 ROUTE ESCORNEBEOU\tVille de résidence", "placeholder": "[ADRESSE]", "bbox_hint": null}
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{"page": 0, "kind": "NOM", "original": "Heidi WILLE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "05.58.57.34.61", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 0, "kind": "ADRESSE", "original": "1200 route de Maremne ", "placeholder": "[ADRESSE]", "bbox_hint": null}
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{"page": 0, "kind": "CODE_POSTAL", "original": "40180 SAUBUSSE", "placeholder": "[CODE_POSTAL]", "bbox_hint": null}
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{"page": 0, "kind": "TEL", "original": "0613164082", "placeholder": "[TEL]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Marc-Olivier VAREIL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Marc-Olivier VAREIL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Mathieu ACQUIER", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Klein", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Mathieu ACQUIER", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Mathieu ACQUIER", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 3, "kind": "NOM", "original": "Bergougnoux", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 4, "kind": "NOM", "original": "Marc-Olivier VAREIL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 4, "kind": "NOM", "original": "Marc-Olivier VAREIL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 4, "kind": "NOM", "original": "Marc-Olivier VAREIL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 4, "kind": "NOM", "original": "CLAVERIE", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Camescasse", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Mathieu ACQUIER", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Marc-Olivier VAREIL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Mathieu ACQUIER", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Mathieu ACQUIER", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Marc-Olivier VAREIL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 7, "kind": "NOM", "original": "Marc-Olivier VAREIL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Marc-Olivier VAREIL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Mathieu ACQUIER", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Mathieu ACQUIER", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Mathieu ACQUIER", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Mathieu ACQUIER", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Marc-Olivier VAREIL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 8, "kind": "NOM", "original": "Marc-Olivier VAREIL", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 15, "kind": "NOM", "original": "Julien GUILLEMAUD", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 15, "kind": "NOM", "original": "Julien GUILLEMAUD Marion", "placeholder": "[NOM]", "bbox_hint": null}
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{"page": 15, "kind": "NOM", "original": "Anne Christine JAOUEN", "placeholder": "[NOM]", "bbox_hint": null}
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