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ai4privacy/failures.json

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+[
+  {
+    "id": "base_0004",
+    "type": "generation_failure",
+    "language": "en",
+    "source_text": "08:45:14 Mhedi Phong wishes Olabisi Shkurta a happy 17th birthday on 27/11/1976"
+  },
+  {
+    "id": "base_0087",
+    "type": "generation_failure",
+    "language": "en",
+    "source_text": "+93-730 013 3012: 'I know, right? I got it from Manchester market. They have the best stuff!'"
+  },
+  {
+    "id": "base_0093",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Please find the Know-how Booklet application below. Name: Luisella Coronetti. Address: Range Road 3061, London G7A. Contact: 074.0010446 .",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "074.0010446 ",
+          "Coronetti",
+          "G7A",
+          "London",
+          "Luisella",
+          "Range Road 3061"
+        ],
+        "actual_values": [
+          "074.0010446",
+          "Coronetti",
+          "G7A",
+          "London",
+          "Luisella",
+          "Range Road 3061"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0144",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "12:18 08407 29411 : Just a heads up, I'm running a bit late. Traffic on Za Road is terrible.",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "08407 29411 ",
+          "12:18",
+          "Za Road"
+        ],
+        "actual_values": [
+          "08407 29411",
+          "12:18",
+          "Za Road"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0176",
+    "type": "generation_failure",
+    "language": "en",
+    "source_text": "Write a journal entry from the perspective of Zijavere Dorjee, describing their daily life, goals, and aspirations."
+  },
+  {
+    "id": "base_0202",
+    "type": "generation_failure",
+    "language": "en",
+    "source_text": "Hi Jördis, could you please forward me the contract for our collaboration on the transformative Sitapur planning project?"
+  }
+]

ai4privacy/knowledge/entity_types.json

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+[
+  {
+    "Class": "GIVENNAME",
+    "Definition": "This entity class represents a first name or given name, which is a part of a person's full name and is typically used to identify the individual in a familiar or informal context.",
+    "Examples": "Aryana, Xenya, Wided, Naowarat, Amritha, Sunay, Loi, Vigneswaran, Michael, Sofia"
+  },
+  {
+    "Class": "SURNAME",
+    "Definition": "This entity class represents a last name or family name, which is a part of a person's full name and is typically used to identify the individual's family or ancestral lineage.",
+    "Examples": "Meeuwse, Conda, Ermumcu, Van Hemel, Bowole, Thamilselvan, Dégy, Mougel, Smith, Johnson"
+  },
+  {
+    "Class": "CITY",
+    "Definition": "This entity class represents the name of a city, which is a large human settlement and is often part of an address or location information.",
+    "Examples": "Ghoghamba, Nelamakanahalli, Leamington, Maidstone, Nadiad Taluka, Huzur, Amethiasalempur, New York, Tokyo"
+  },
+  {
+    "Class": "TIME",
+    "Definition": "This entity class represents a specific time of day, typically expressed in the format of hours and minutes, and sometimes including seconds.",
+    "Examples": "16:22, 8:28, 10:03, 11:54, 16:55:26, 07:30, 23:45, 14:00"
+  },
+  {
+    "Class": "TELEPHONENUM",
+    "Definition": "This entity class represents a telephone number, which is a sequence of digits and possibly other characters used to dial a specific phone line.",
+    "Examples": "8523.620 7529, +23-61975.0172, 087 2502-4650, +1442303.3340, +63.611.112.2075, 123-456-7890, +1-800-555-0199"
+  },
+  {
+    "Class": "DATE",
+    "Definition": "Represents a specific calendar date, including its year, month, and day.",
+    "Examples": "September 21st, 1968, April 13th, 1993, 2000-09-28T00:00:00, 08/07/1986, 23rd February 1991, 02/04/1968, March 3rd, 2020, 01-01-2000, 12th December 1995, July 4, 1776"
+  },
+  {
+    "Class": "STREET",
+    "Definition": "Represents the name of a road or street used for addressing or navigation.",
+    "Examples": "Ridout Street, Chalmers Forrest Road, Grand Trunk Road, Mersea Road 3, Ram Gopal Ghosh Road, Elm Street, Maple Avenue, Broadway, Pennsylvania Avenue, Sunset Boulevard"
+  },
+  {
+    "Class": "EMAIL",
+    "Definition": "Represents an email address used for electronic communication.",
+    "Examples": "A04@hotmail.com, K13@protonmail.com, RZ@outlook.com, N@yahoo.com, G@protonmail.com, CM@yahoo.com, user@example.com, test123@domain.net, contact@website.org, info@company.co"
+  },
+  {
+    "Class": "TITLE",
+    "Definition": "Represents a prefix or title used before a person's name, indicating status, profession, or courtesy.",
+    "Examples": "Master, Mstr, Miss, Mr, Mrs, Dr, Prof, Sir, Madam, Hon"
+  },
+  {
+    "Class": "BUILDINGNUM",
+    "Definition": "Represents the numeric part of a building address, often used in conjunction with a street name.",
+    "Examples": "1040, 156, 1850, 2928, 74797, 12, 4500, 78, 10101, 999"
+  },
+  {
+    "Class": "IDCARDNUM",
+    "Definition": "This entity represents unique alphanumeric identifiers assigned to identity cards for identification purposes.",
+    "Examples": "X87BID7WRS, 78959082498723, FZ5QAE5R6Y, 2Z2BYANSMU, WZ21349WK, A1B2C3D4E5, 1234567890, ZYXWVUTSRQ, 9876543210, KLMNOPQRST"
+  },
+  {
+    "Class": "AGE",
+    "Definition": "This entity represents the number of years a person has lived, typically expressed as a positive integer.",
+    "Examples": "10, 63, 18, 49, 68, 25, 30, 5, 80, 45"
+  },
+  {
+    "Class": "ZIPCODE",
+    "Definition": "This entity represents postal codes used for mail delivery, which can include numeric or alphanumeric codes based on the country.",
+    "Examples": "97133, J0K, 50517-7061, R0C, 421601, 90210, H1A 0A1, 30301, A1B 2C3, 10001"
+  },
+  {
+    "Class": "PASSPORTNUM",
+    "Definition": "This entity represents unique alphanumeric identifiers assigned to passports for international travel documentation.",
+    "Examples": "DX6775334, ZB0888840, BB0017448, IW3114322, 217041986, AA1234567, P98765432, C12345678, M99999999, E76543210"
+  },
+  {
+    "Class": "SEX",
+    "Definition": "This entity represents the gender identity or biological sex of a person, often expressed as male, female, or other relevant designations.",
+    "Examples": "M, Female, F, Male, Nonbinary, Other, Genderqueer, Transgender Male, Transgender Female, Agender"
+  },
+  {
+    "Class": "TAXNUM",
+    "Definition": "A TAXNUM is a unique identification number assigned for tax purposes, typically issued by a governmental tax authority.",
+    "Examples": "78685-16423, 08151 11961, 84301 11657, 09987 74013, 7438444415"
+  },
+  {
+    "Class": "SOCIALNUM",
+    "Definition": "A SOCIALNUM is a unique personal identification number issued for social security or related governmental programs.",
+    "Examples": "4504219709, 004 75 4227, 9599778270, 0808569705, 2601902185"
+  },
+  {
+    "Class": "GENDER",
+    "Definition": "The GENDER entity represents the gender identity of a person, typically expressed as Male, Female, or other identities.",
+    "Examples": "Female, Male, Non-binary, Other, Genderfluid"
+  },
+  {
+    "Class": "DRIVERLICENSENUM",
+    "Definition": "A DRIVERLICENSENUM is a unique identifier assigned to a driver's license issued by a governmental authority.",
+    "Examples": "VG0HDVFCB4G6F, BBUGHSWGVD, F1VY60NT8I, A732502748988, REIS9 573308 R9 007"
+  },
+  {
+    "Class": "CREDITCARDNUMBER",
+    "Definition": "A CREDITCARDNUMBER is a unique number printed on a credit card, used for financial transactions.",
+    "Examples": "3877458778726931, 8185372854099004, 3535567729904990, 6224961419100353, 5122748224630678"
+  }
+]

ai4privacy/knowledge/formats.json

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+{
+  "formats": [
+    {
+      "id": "email_with_entities",
+      "label": "Email with Embedded Entities",
+      "instruction": "OUTPUT FORMAT: Compose an email message that includes the required PII entities naturally within the content. Structure the email with a clear subject line, a salutation, a body containing the main message, and a closing. Example: 'Subject: Meeting Confirmation. Dear [GIVENNAME], we would like to confirm your meeting scheduled on [DATE] at [TIME]. Please contact us at [EMAIL] for any inquiries.'"
+    },
+    {
+      "id": "structured_report",
+      "label": "Structured Report with Sections",
+      "instruction": "OUTPUT FORMAT: Provide a structured report divided into sections such as 'Introduction,' 'Details,' and 'Conclusion.' Include the required PII entities in the relevant sections, formatted as part of the natural text. Example: 'Introduction: This report outlines the contact details of the project members. Details: [GIVENNAME] [SURNAME], reachable at [TELEPHONENUM] and residing at [STREET], [CITY]. Conclusion: Please confirm the details are accurate.'"
+    },
+    {
+      "id": "chat_log",
+      "label": "Chat Log Format",
+      "instruction": "OUTPUT FORMAT: Create a chat log with multiple entries, each entry prefixed with a timestamp and a user identifier, followed by the message content. Include the required PII entities seamlessly within the dialogue. Example: '[10:03] UserA: Can you confirm the meeting location at [STREET], [CITY]? [10:05] UserB: Sure, it is set for [DATE] at [TIME].' Ensure the conversation is coherent and entities are distributed naturally."
+    },
+    {
+      "id": "table_with_pii",
+      "label": "Table with PII Information",
+      "instruction": "OUTPUT FORMAT: Present the information in a tabular format where each row corresponds to an individual or an event, and each column represents a specific attribute such as 'Name,' 'Contact,' 'Address,' or 'Date.' Populate the table with the required PII entities. Example: '| Name | Contact | Address | | [GIVENNAME] [SURNAME] | [TELEPHONENUM] | [STREET], [CITY] |.' Ensure the table is well-organized and readable."
+    },
+    {
+      "id": "bullet_point_summary",
+      "label": "Bullet Point Summary",
+      "instruction": "OUTPUT FORMAT: Provide a list of key points in bullet format summarizing the main information. Each point should incorporate at least one required PII entity. Example: '- [GIVENNAME] [SURNAME] can be reached at [EMAIL]. - Meeting scheduled on [DATE] at [TIME] at [STREET], [CITY].' Ensure the list is concise and informative."
+    },
+    {
+      "id": "structured_memo",
+      "label": "Structured Memo",
+      "instruction": "OUTPUT FORMAT: Write a professional memo in a formal style. Include a heading with the title 'Memorandum' followed by the recipient's title and name. Include structured content detailing the subject of the memo in a concise and clear manner. Ensure that the memo contains all the required entity types naturally embedded within its content."
+    },
+    {
+      "id": "log_entry",
+      "label": "Log Entry",
+      "instruction": "OUTPUT FORMAT: Write a log entry, which is a concise and structured record of an event or action. Each entry should start with a timestamp and proceed to describe the event, including the involved entities. Format the log in a tabular or bullet-point style for clarity."
+    },
+    {
+      "id": "bullet_point_list",
+      "label": "Bullet Point List",
+      "instruction": "OUTPUT FORMAT: Write a list of bullet points, where each point states a task, fact, or detail. Ensure that the list is clear and concise, with each bullet point containing a required entity type naturally embedded. Use bullets (-) or numbers (1., 2., etc.) to organize the list."
+    },
+    {
+      "id": "personal_letter",
+      "label": "Personal Letter",
+      "instruction": "OUTPUT FORMAT: Write a personal letter addressed to a specific individual. The letter should have a greeting, a body with a personal and informal tone, and a closing. Incorporate the required entity types naturally within the content."
+    },
+    {
+      "id": "form",
+      "label": "Structured Form",
+      "instruction": "OUTPUT FORMAT: Write a structured form that includes labeled fields for the required information. Each field should have a clear label and space for the corresponding value. Arrange the fields logically and ensure that the form can be used to collect all the required entity types."
+    },
+    {
+      "id": "structured_ticket",
+      "label": "Structured Ticket",
+      "instruction": "OUTPUT FORMAT: Create a structured ticket format, which includes sections for 'Issue Description', 'Reporter Details', 'Required Actions', and 'Comments'. Each section must be clearly labeled and contain relevant details. For example: 'Issue Description: The user reported an error when accessing their account.', 'Reporter Details: Name: John Doe, Email: john.doe@example.com', etc. Ensure the required entity types are naturally embedded in the ticket."
+    },
+    {
+      "id": "meeting_minutes",
+      "label": "Meeting Minutes",
+      "instruction": "OUTPUT FORMAT: Write in the style of meeting minutes, including sections for 'Date and Time', 'Participants', 'Agenda', 'Key Discussions', and 'Action Items'. Each section must be clearly titled, and the content should be concise and factual. For example: 'Date and Time: 2023-03-15, 10:00 AM', 'Participants: Alice Smith, Bob Johnson', 'Agenda: Discuss Q1 results', etc. Incorporate all required entity types naturally within the appropriate sections."
+    },
+    {
+      "id": "structured_invoice",
+      "label": "Structured Invoice",
+      "instruction": "OUTPUT FORMAT: Generate a structured invoice containing sections for 'Invoice Number', 'Date', 'Billing Information', 'Itemized Charges', and 'Total Amount'. Each section should be labeled clearly and include relevant details, such as: 'Billing Information: Name: John Doe, Address: 123 Elm St, City: Springfield, ZIP: 62704', etc. Naturally include all required entity types in the appropriate sections."
+    },
+    {
+      "id": "personal_diary_entry",
+      "label": "Personal Diary Entry",
+      "instruction": "OUTPUT FORMAT: Write a personal diary entry in the first person. The entry should include a date at the top and a narrative of the day's events or thoughts. For example: 'March 15, 2023: Today was an amazing day. I went to the park with my friend, Alice. The weather was perfect, and we had a great time discussing our plans for the weekend.' Ensure all required entity types are included naturally within the diary entry."
+    },
+    {
+      "id": "structured_agreement",
+      "label": "Structured Agreement",
+      "instruction": "OUTPUT FORMAT: Write a structured agreement document with sections for 'Parties Involved', 'Terms and Conditions', 'Effective Date', and 'Signatures'. Each section should be clearly labeled and contain appropriate content. For example: 'Parties Involved: Party A: John Doe, Address: 123 Elm St, City: Springfield, ZIP: 62704; Party B: Jane Smith, Address: 456 Oak St, City: Metropolis, ZIP: 62901', etc. Naturally include all required entity types in the appropriate sections."
+    }
+  ]
+}

ai4privacy/knowledge/personas.json

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+{
+  "personas": [
+    {
+      "id": "technical_writer",
+      "label": "Technical Writer",
+      "system_prompt": "You are a technical writer specializing in creating clear, concise, and accurate documentation for various audiences. Use formal language, avoid unnecessary jargon, and ensure your writing is precise and to the point. Your tone should be professional, structured, and informative."
+    },
+    {
+      "id": "customer_service_rep",
+      "label": "Customer Service Representative",
+      "system_prompt": "You are a customer service representative, addressing clients' queries and concerns with professionalism and a friendly tone. Use polite and empathetic language, ensure clarity, and maintain a helpful and approachable demeanor in your responses."
+    },
+    {
+      "id": "legal_professional",
+      "label": "Legal Professional",
+      "system_prompt": "You are a legal professional drafting formal and precise communications. Use highly formal language, include legal terminology when appropriate, and ensure that your writing is unambiguous and adheres to professional standards. Your tone should be authoritative and exact."
+    },
+    {
+      "id": "healthcare_admin",
+      "label": "Healthcare Administrator",
+      "system_prompt": "You are a healthcare administrator communicating with patients and colleagues. Your tone is professional yet empathetic. Use clear and concise language, avoiding overly technical terms unless the audience is expected to understand them. Your style is organized and detail-oriented."
+    },
+    {
+      "id": "data_entry_clerk",
+      "label": "Data Entry Clerk",
+      "system_prompt": "You are a data entry clerk recording and organizing information. Use simple, clear, and direct language. Your writing should be devoid of unnecessary embellishments and focus on accurately conveying information. Keep the tone neutral and professional."
+    },
+    {
+      "id": "artistic_writer",
+      "label": "Artistic Writer",
+      "system_prompt": "You are an artistic and imaginative writer. Your tone is poetic and descriptive, using rich vocabulary and engaging metaphors. Your writing often conveys a sense of wonder and creativity. Adapt to contexts involving artistic expression or storytelling."
+    },
+    {
+      "id": "executive_communicator",
+      "label": "Executive Communicator",
+      "system_prompt": "You are an executive-level professional. Your tone is formal and persuasive, using precise language and structured sentences. You aim to convey authority and clarity in your communication. Use professional terms and maintain a business-oriented approach."
+    },
+    {
+      "id": "friendly_planner",
+      "label": "Friendly Planner",
+      "system_prompt": "You are a friendly and organized individual planning events or activities. Your tone is informal yet clear, with a focus on practicality and inclusiveness. Use approachable language and occasional colloquialisms to create a welcoming atmosphere."
+    },
+    {
+      "id": "technical_instructor",
+      "label": "Technical Instructor",
+      "system_prompt": "You are a knowledgeable technical instructor. Your tone is neutral and instructional, using clear and concise language suitable for manuals or training materials. Focus on accuracy and step-by-step explanations to ensure understanding."
+    },
+    {
+      "id": "personal_assistant",
+      "label": "Personal Assistant",
+      "system_prompt": "You are a professional personal assistant. Your tone is polite and efficient, using concise and professional language. Focus on clarity and thoroughness, ensuring that all details are covered in a straightforward manner."
+    },
+    {
+      "id": "casual_tech_enthusiast",
+      "label": "Casual Tech Enthusiast",
+      "system_prompt": "You are a tech-savvy individual who enjoys discussing topics casually. Your tone is informal and friendly, using contractions and a conversational style. You often include details about technology and use relatable analogies to explain concepts."
+    },
+    {
+      "id": "formal_corporate_communicator",
+      "label": "Formal Corporate Communicator",
+      "system_prompt": "You are a professional corporate communicator who writes with a high level of formality. Your tone is polite, precise, and structured, adhering to corporate communication standards. You use formal vocabulary and avoid slang or casual expressions."
+    },
+    {
+      "id": "friendly_service_representative",
+      "label": "Friendly Service Representative",
+      "system_prompt": "You are a customer service representative who communicates in a friendly and approachable manner. Your tone is warm, empathetic, and solution-focused. You use simple and clear language to ensure the recipient understands the information."
+    },
+    {
+      "id": "articulate_scholar",
+      "label": "Articulate Scholar",
+      "system_prompt": "You are an academic scholar who writes with an articulate and formal style. Your tone is analytical and precise, using field-specific terminology and structured arguments. Your writing is focused on clarity and thoroughness."
+    },
+    {
+      "id": "practical_instructor",
+      "label": "Practical Instructor",
+      "system_prompt": "You are an instructor who explains concepts and instructions in a clear and practical manner. Your tone is supportive and patient, using step-by-step instructions and examples to ensure comprehension. You avoid overly technical jargon unless necessary."
+    }
+  ]
+}

ai4privacy/knowledge/pii_variations.json

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+[
+  {
+    "class_name": "GIVENNAME",
+    "definition": "This entity class represents a first name or given name, which is a part of a person's full name and is typically used to identify the individual in a familiar or informal context.",
+    "english_variations": [
+      "Michael",
+      "michael",
+      "MICHAEL",
+      "Michael ",
+      " Michael",
+      "Michael.",
+      "Michael!",
+      "Michaël"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "SURNAME",
+    "definition": "This entity class represents a last name or family name, which is a part of a person's full name and is typically used to identify the individual's family or ancestral lineage.",
+    "english_variations": [
+      "Smith",
+      "smith",
+      "SMITH",
+      "Smith ",
+      " Smith",
+      "Smith.",
+      "Smith!"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "CITY",
+    "definition": "This entity class represents the name of a city, which is a large human settlement and is often part of an address or location information.",
+    "english_variations": [
+      "New York",
+      "new york",
+      "NEW YORK",
+      "New York ",
+      " New York",
+      "New York.",
+      "New York!",
+      "N.Y.",
+      "NY",
+      "NewYork"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "TIME",
+    "definition": "This entity class represents a specific time of day, typically expressed in the format of hours and minutes, and sometimes including seconds.",
+    "english_variations": [
+      "16:22",
+      "4:22 PM",
+      "16:22:00",
+      "4:22 p.m.",
+      "16h22",
+      "16:22 hours",
+      "16-22",
+      "16.22",
+      "4:22PM"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "TELEPHONENUM",
+    "definition": "This entity class represents a telephone number, which is a sequence of digits and possibly other characters used to dial a specific phone line.",
+    "english_variations": [
+      "+1-800-555-0199",
+      "1-800-555-0199",
+      "+1 (800) 555-0199",
+      "1 (800) 555-0199",
+      "1.800.555.0199",
+      "800-555-0199",
+      "+18005550199",
+      "8005550199"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "DATE",
+    "definition": "Represents a specific calendar date, including its year, month, and day.",
+    "english_variations": [
+      "March 15, 2023",
+      "15 March 2023",
+      "2023-03-15",
+      "03/15/2023",
+      "15/03/2023",
+      "2023.03.15",
+      "March 15th, 2023",
+      "15th March 2023"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "STREET",
+    "definition": "Represents the name of a road or street used for addressing or navigation.",
+    "english_variations": [
+      "Main Street",
+      "Main St.",
+      "Main St",
+      "Main street",
+      "main street"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "EMAIL",
+    "definition": "Represents an email address used for electronic communication.",
+    "english_variations": [
+      "example@domain.com"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "TITLE",
+    "definition": "Represents a prefix or title used before a person's name, indicating status, profession, or courtesy.",
+    "english_variations": [
+      "Dr.",
+      "Dr",
+      "Doctor"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "BUILDINGNUM",
+    "definition": "Represents the numeric part of a building address, often used in conjunction with a street name.",
+    "english_variations": [
+      "123",
+      "123.",
+      "123-"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "IDCARDNUM",
+    "definition": "This entity represents unique alphanumeric identifiers assigned to identity cards for identification purposes.",
+    "english_variations": [
+      "A1B2C3D4E5",
+      "A1B-2C3-D4E5",
+      "A1B2-C3D4-E5",
+      "A1-B2C3-D4E5",
+      "A1B 2C3 D4E5"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "AGE",
+    "definition": "This entity represents the number of years a person has lived, typically expressed as a positive integer.",
+    "english_variations": [
+      "30"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "ZIPCODE",
+    "definition": "This entity represents postal codes used for mail delivery, which can include numeric or alphanumeric codes based on the country.",
+    "english_variations": [
+      "90210",
+      "90210-0000"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "PASSPORTNUM",
+    "definition": "This entity represents unique alphanumeric identifiers assigned to passports for international travel documentation.",
+    "english_variations": [
+      "AA1234567",
+      "AA-1234567",
+      "AA 1234567"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "SEX",
+    "definition": "This entity represents the gender identity or biological sex of a person, often expressed as male, female, or other relevant designations.",
+    "english_variations": [
+      "Male",
+      "male",
+      "MALE"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "TAXNUM",
+    "definition": "A TAXNUM is a unique identification number assigned for tax purposes, typically issued by a governmental tax authority.",
+    "english_variations": [
+      "78685-16423",
+      "78685 16423",
+      "7868516423",
+      "78 685 164 23"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "SOCIALNUM",
+    "definition": "A SOCIALNUM is a unique personal identification number issued for social security or related governmental programs.",
+    "english_variations": [
+      "450-42-1970",
+      "450421970",
+      "450 42 1970",
+      "450.42.1970"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "GENDER",
+    "definition": "The GENDER entity represents the gender identity of a person, typically expressed as Male, Female, or other identities.",
+    "english_variations": [
+      "Male"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "DRIVERLICENSENUM",
+    "definition": "A DRIVERLICENSENUM is a unique identifier assigned to a driver's license issued by a governmental authority.",
+    "english_variations": [
+      "VG0HDVFCB4G6F",
+      "VG0-HD-VF-CB4-G6F",
+      "VG0 HDVFCB4G6F",
+      "VG0.HDVFCB4G6F"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "CREDITCARDNUMBER",
+    "definition": "A CREDITCARDNUMBER is a unique number printed on a credit card, used for financial transactions.",
+    "english_variations": [
+      "3877 4587 7872 6931",
+      "3877458778726931",
+      "3877-4587-7872-6931",
+      "3877.4587.7872.6931"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  }
+]

ai4privacy/knowledge/scenarios.json

@@ -0,0 +1,66 @@
+{
+  "text_scenarios": [
+    "Filing a report for a workplace incident involving an employee on a particular date.",
+    "Creating a customer invoice for services rendered, including customer name and address.",
+    "Submitting a travel reimbursement request for a business trip, detailing expenses and travel dates.",
+    "Writing an employment verification letter for a former employee, including their job title and employment duration.",
+    "Compiling a list of attendees for a corporate training session, including names and email addresses.",
+    "Drafting an internal memo about an employee's promotion, including their full name and new job title.",
+    "Preparing a contract for a freelancer, specifying their name, address, and payment terms.",
+    "Filling out a healthcare benefits enrollment form for an employee, including their date of birth and dependents' information.",
+    "Creating a delivery schedule for goods, including customer names, addresses, and phone numbers.",
+    "Writing a letter of recommendation for an employee applying for a new position, including their full name and qualifications.",
+    "A manager preparing a contract for a new hire in the IT department.",
+    "An insurance agent filling out a claim form after a car accident.",
+    "An HR representative drafting an offer letter for a candidate.",
+    "A customer service representative processing a warranty replacement request.",
+    "An employee submitting an expense report for a business trip.",
+    "A project manager drafting a proposal for a new client.",
+    "A university administration officer preparing a letter of acceptance for an applicant.",
+    "An accountant finalizing a financial audit report for a company.",
+    "A medical professional filling out a referral form for a specialist.",
+    "A travel agent booking a trip for a client and confirming their itinerary details.",
+    "A financial department processing a reimbursement claim for an employee's travel expenses.",
+    "An HR manager completing the onboarding documentation for a new hire, including tax forms and direct deposit information.",
+    "A customer filling out a warranty registration form for a recently purchased appliance.",
+    "A university admissions office reviewing an international student's application, which includes passport and visa details.",
+    "A hotel front desk registering a guest for their stay, capturing payment and identification details.",
+    "A legal team drafting a contract between two businesses, including contact and company information.",
+    "A bank processing a loan application, requiring details such as income, identification, and credit history.",
+    "A patient completing a medical history form at a clinic before their first appointment.",
+    "An insurance adjuster submitting a claim report for a client's car accident.",
+    "A retail company issuing a refund to a customer and documenting their payment details."
+  ],
+  "dialogue_scenarios": [
+    "A customer service representative confirming a delivery address with a customer over the phone.",
+    "An HR representative discussing the onboarding process with a new hire, including submission of identification documents.",
+    "A manager and an employee discussing details for a business trip, including travel dates and destinations.",
+    "An IT support agent assisting an employee in recovering access to their work email account.",
+    "A sales representative and a client negotiating the terms of a service contract, including contact details.",
+    "A healthcare provider discussing patient registration details with a new patient over the phone.",
+    "An insurance agent explaining the policy details to a client, including coverage start dates and personal information.",
+    "A bank teller assisting a customer in updating their contact information in the system.",
+    "A recruiter conducting a phone interview with a job applicant, confirming their educational and employment history.",
+    "A team leader and a member discussing the schedule and participants for an upcoming project meeting.",
+    "An HR representative and a new hire discussing onboarding documents.",
+    "A customer service agent and a customer confirming a delivery address for a purchase.",
+    "An IT support technician assisting an employee with resetting their password.",
+    "A healthcare administrator and a patient confirming their appointment details.",
+    "A travel agent and a customer planning a holiday itinerary.",
+    "A recruiter and a candidate discussing the interview schedule.",
+    "A bank teller and a customer discussing account verification for a transaction.",
+    "A teacher and a parent discussing a student's performance report.",
+    "A landlord and a tenant discussing lease renewal terms.",
+    "An event organizer and a participant confirming registration details.",
+    "A bank teller and a customer discussing the documents required to open a new savings account.",
+    "An IT support representative helping an employee reset their password and verify their identity.",
+    "A recruiter and a candidate discussing the steps to complete a background check.",
+    "A travel agent and a client planning an international trip and discussing visa requirements.",
+    "A hospital receptionist and a patient verifying details for a scheduled surgery.",
+    "A customer service representative helping a client update their billing address over the phone.",
+    "An HR officer and an employee discussing the tax documents needed for payroll processing.",
+    "An insurance agent and a policyholder going over the details of a new policy.",
+    "A real estate agent and a potential buyer reviewing the documents required for a property purchase.",
+    "A school administrator and a parent discussing the enrollment process for a student."
+  ]
+}

financial-pii/failures.json

@@ -0,0 +1,918 @@
+[
+  {
+    "id": "base_0000",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "We have conducted a thorough review of the tax compliance practices followed by Jackson-Guzman for the fiscal year ending March 31, 2023. Our examination included a detailed analysis of corporate tax ",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          " SSNs 575-7",
+          " SSNs 575-7",
+          " Yoder at karensalazar@e",
+          "575-74-7674",
+          "901 Austin Well Apt. 454\nCookport, WY 33980",
+          "Jackson-Guzman",
+          "Jackson-Guzman",
+          "ayment to An",
+          "e URL http://www.moore-orozc",
+          "e contact An",
+          "e team at Jack",
+          "emises at 901 Austin Well Apt. 454\nCookport",
+          "for Jackson-Gu",
+          "it at 901 Austin Well Apt. 454\nCookport, WY",
+          "le.org or +91 ",
+          "office at 901 Austin Well Apt. 454\nCookport",
+          "ring that Jack"
+        ],
+        "actual_values": [
+          "575-74-7674",
+          "901 Austin Well Apt. 454\nCookport, WY 33980",
+          "Jackson-Guzman",
+          "Jackson-Guzman",
+          "SSNs 575-7",
+          "SSNs 575-7",
+          "Yoder at karensalazar@e",
+          "ayment to An",
+          "e URL http://www.moore-orozc",
+          "e contact An",
+          "e team at Jack",
+          "emises at 901 Austin Well Apt. 454\nCookport",
+          "for Jackson-Gu",
+          "it at 901 Austin Well Apt. 454\nCookport, WY",
+          "le.org or +91",
+          "office at 901 Austin Well Apt. 454\nCookport",
+          "ring that Jack"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0001",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Dear David Owen, your recent transaction with Reilly-Camacho using credit card VISA 16 digit\nMelissa Dunn\n4618265793875936 12/26\nCVC: 564\n was successful. Please contact us at +91 3663803403 if you ha",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+91 3663803403",
+          "David Owen",
+          "Reilly-Camacho",
+          "VISA 16 digit\nMelissa Dunn\n4618265793875936 12/26\nCVC: 564\n"
+        ],
+        "actual_values": [
+          "+91 3663803403",
+          "David Owen",
+          "Reilly-Camacho",
+          "VISA 16 digit\nMelissa Dunn\n4618265793875936 12/26\nCVC: 564"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0002",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "To The Members of Hogan, Smith and Galloway,\n    Report on the audit of the Standalone Financial Statements\n    Key Audit Matters Auditors’ response to Key Audit Matters\n    Property, Plant & Equipm",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          " at 32836 Anthony Park Suite 592\nPollardton, IL 9",
+          "Hogan, Smith and Galloway",
+          "f Hogan, Smith and Gallow"
+        ],
+        "actual_values": [
+          "Hogan, Smith and Galloway",
+          "at 32836 Anthony Park Suite 592\nPollardton, IL 9",
+          "f Hogan, Smith and Gallow"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0003",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Following the annual compliance schedule, a thorough evaluation of the internal controls within Scott, Thompson and Schaefer was conducted. This document outlines the methodologies adopted, key findin",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+91 4511950664",
+          "283-43-8647",
+          "729 Sims Extensions Apt. 382\nLake Brianshire, MO 17118",
+          "Bryce Willis",
+          "Scott, Thompson and Schaefer",
+          "Scott, Thompson and Schaefer",
+          "Scott, Thompson and Schaefer",
+          "VISA 16 digit\nJoseph Bentley\n4960389176757513 06/31\nCVC: 456\n",
+          "amy47@example.com",
+          "http://benson.net/"
+        ],
+        "actual_values": [
+          "+91 4511950664",
+          "283-43-8647",
+          "729 Sims Extensions Apt. 382\nLake Brianshire, MO 17118",
+          "Bryce Willis",
+          "Scott, Thompson and Schaefer",
+          "Scott, Thompson and Schaefer",
+          "Scott, Thompson and Schaefer",
+          "VISA 16 digit\nJoseph Bentley\n4960389176757513 06/31\nCVC: 456",
+          "amy47@example.com",
+          "http://benson.net/"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0007",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Subject: Annual Tax Filing Confirmation for Fiscal Year 2023\n\n    Dear Max Murray,\n\n    We are pleased to inform you that your tax return for the fiscal year ending March 31, 2023, has been successful",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+65 9282270124",
+          "899-02-4695",
+          "899-02-4695",
+          "JCB 16 digit\nRebecca Snyder\n3581841004827083 05/27\nCVC: 757\n",
+          "Max Murray",
+          "Max Murray",
+          "Wilcox, Kim and Johnson",
+          "Wilcox, Kim and Johnson",
+          "Wilcox, Kim and Johnson",
+          "http://www.crawford-cuevas.com/",
+          "stephanielong@example.com"
+        ],
+        "actual_values": [
+          "+65 9282270124",
+          "899-02-4695",
+          "899-02-4695",
+          "JCB 16 digit\nRebecca Snyder\n3581841004827083 05/27\nCVC: 757",
+          "Max Murray",
+          "Max Murray",
+          "Wilcox, Kim and Johnson",
+          "Wilcox, Kim and Johnson",
+          "Wilcox, Kim and Johnson",
+          "http://www.crawford-cuevas.com/",
+          "stephanielong@example.com"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0008",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "To: Kayla Griffin\n    SSN: 840-01-1523\n    TIN: 840-01-1523\n    Address: 13481 Decker Ferry Suite 705\nKristinamouth, MD 42208\n\n    Subject: Confirmation of Tax Filing for FY 2023\n\n    Dear Kayla Griff",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+91 5196651541",
+          "13481 Decker Ferry Suite 705\nKristinamouth, MD 42208",
+          "840-01-1523",
+          "840-01-1523",
+          "840-01-1523",
+          "Discover\nMelinda Ellison\n6538604055836180 12/30\nCVC: 603\n",
+          "Hogan, Phillips and Smith",
+          "Kayla Griffin",
+          "Kayla Griffin",
+          "http://robinson-scott.com/",
+          "vanessaryan@example.com"
+        ],
+        "actual_values": [
+          "+91 5196651541",
+          "13481 Decker Ferry Suite 705\nKristinamouth, MD 42208",
+          "840-01-1523",
+          "840-01-1523",
+          "840-01-1523",
+          "Discover\nMelinda Ellison\n6538604055836180 12/30\nCVC: 603",
+          "Hogan, Phillips and Smith",
+          "Kayla Griffin",
+          "Kayla Griffin",
+          "http://robinson-scott.com/",
+          "vanessaryan@example.com"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0009",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "During the audit of the financial statements for Miller Ltd, it was observed that Mr Jenny Gilbert, the Chief Financial Officer, approved the purchase of assets worth $500,000 on Unit 3386 Box 5825\nDP",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+91 8840920617",
+          "315-68-8485",
+          "Jenny Gilbert",
+          "Jenny Gilbert",
+          "Jenny Gilbert",
+          "Maestro\nBradley Saunders\n639052387128 10/32\nCVV: 331\n",
+          "Miller Ltd",
+          "Unit 3386 Box 5825\nDPO AE 43903"
+        ],
+        "actual_values": [
+          "+91 8840920617",
+          "315-68-8485",
+          "Jenny Gilbert",
+          "Jenny Gilbert",
+          "Jenny Gilbert",
+          "Maestro\nBradley Saunders\n639052387128 10/32\nCVV: 331",
+          "Miller Ltd",
+          "Unit 3386 Box 5825\nDPO AE 43903"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0010",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Customer Kathy Hutchinson from Williams, Baker and Hunter, located at 75395 Anthony Pines\nSouth April, TX 37507, has submitted feedback regarding the recent transaction involving their credit card VIS",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+211 9612363682",
+          "75395 Anthony Pines\nSouth April, TX 37507",
+          "899-24-4737",
+          "Kathy Hutchinson",
+          "VISA 13 digit\nMonique James\n4926423785049 11/24\nCVC: 388\n",
+          "Williams, Baker and Hunter"
+        ],
+        "actual_values": [
+          "+211 9612363682",
+          "75395 Anthony Pines\nSouth April, TX 37507",
+          "899-24-4737",
+          "Kathy Hutchinson",
+          "VISA 13 digit\nMonique James\n4926423785049 11/24\nCVC: 388",
+          "Williams, Baker and Hunter"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0011",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "This is a confirmation that the payment for the invoice number INV-409876535422 from Maddox Group has been successfully processed. The payment was made using the credit card ending in Discover\nJoe Vil",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+91 6289095696",
+          "577-02-7219",
+          "897 Flores Burgs Suite 750\nNorth Rachelbury, FM 34563",
+          "Andrea Ruiz",
+          "Andrea Ruiz",
+          "Andrea Ruiz",
+          "Discover\nJoe Villegas\n6011001713881318 02/30\nCVC: 631\n",
+          "Maddox Group",
+          "http://hawkins-wilcox.info/",
+          "reyesdeborah@example.com"
+        ],
+        "actual_values": [
+          "+91 6289095696",
+          "577-02-7219",
+          "897 Flores Burgs Suite 750\nNorth Rachelbury, FM 34563",
+          "Andrea Ruiz",
+          "Andrea Ruiz",
+          "Andrea Ruiz",
+          "Discover\nJoe Villegas\n6011001713881318 02/30\nCVC: 631",
+          "Maddox Group",
+          "http://hawkins-wilcox.info/",
+          "reyesdeborah@example.com"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0012",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "We regret to inform you that a security breach was detected on Rodriguez-Vasquez's systems, which may have exposed your personal information, including your name (Ricardo Perez), email (crawfordchrist",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+91 6034497453",
+          "0851 Eileen Spring Suite 115\nLake Shannonport, MI 46578",
+          "564-69-8794",
+          "Ricardo Perez",
+          "Rodriguez-Vasquez",
+          "VISA 16 digit\nManuel Hernandez\n4098912674666855 01/34\nCVC: 631\n",
+          "crawfordchristian@example.net",
+          "http://sweeney.com/"
+        ],
+        "actual_values": [
+          "+91 6034497453",
+          "0851 Eileen Spring Suite 115\nLake Shannonport, MI 46578",
+          "564-69-8794",
+          "Ricardo Perez",
+          "Rodriguez-Vasquez",
+          "VISA 16 digit\nManuel Hernandez\n4098912674666855 01/34\nCVC: 631",
+          "crawfordchristian@example.net",
+          "http://sweeney.com/"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0013",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Dear Steven Patton, thank you for creating a new account with Gordon, Ford and Cunningham Your registered email is justin18@exampleorg, your contact number is +68 7123796774, and your Social Security ",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+68 7123796774",
+          "222-43-0194",
+          "Gordon, Ford and Cunningham",
+          "Steven Patton",
+          "USNS Orr\nFPO AA 39270",
+          "VISA 16 digit\nDenise Young\n4919315863789503 09/24\nCVC: 164\n",
+          "http://white.org/"
+        ],
+        "actual_values": [
+          "+68 7123796774",
+          "222-43-0194",
+          "Gordon, Ford and Cunningham",
+          "Steven Patton",
+          "USNS Orr\nFPO AA 39270",
+          "VISA 16 digit\nDenise Young\n4919315863789503 09/24\nCVC: 164",
+          "http://white.org/"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0014",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "This Service Contract between Thompson, Gallagher and Richmond and Richard Diaz was entered at 068 Sherry Parkway\nJacquelineburgh, FL 45032. The contract stipulates that all payments will be processed",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+91 4097986280",
+          "068 Sherry Parkway\nJacquelineburgh, FL 45032",
+          "222-54-0397",
+          "Discover\nMichael Stout\n6560045837280845 03/31\nCVC: 447\n",
+          "Richard Diaz",
+          "Richard Diaz",
+          "Richard Diaz",
+          "Thompson, Gallagher and Richmond",
+          "http://www.gross.com/",
+          "sarahreyes@example.com"
+        ],
+        "actual_values": [
+          "+91 4097986280",
+          "068 Sherry Parkway\nJacquelineburgh, FL 45032",
+          "222-54-0397",
+          "Discover\nMichael Stout\n6560045837280845 03/31\nCVC: 447",
+          "Richard Diaz",
+          "Richard Diaz",
+          "Richard Diaz",
+          "Thompson, Gallagher and Richmond",
+          "http://www.gross.com/",
+          "sarahreyes@example.com"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0015",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Dear Michael Graham, we have received your loan application at Black, Fry and Williams, and it is currently under review. Your application, submitted on 23/09/2008, includes personal details such as y",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+28 5619411916",
+          "387-31-3013",
+          "66614 Caroline Rapid Apt. 513\nMeganmouth, IA 77039",
+          "Black, Fry and Williams",
+          "Maestro\nKatherine Oliver\n503801410633 01/25\nCVV: 239\n",
+          "Michael Graham",
+          "gpacheco@example.net",
+          "http://www.hernandez.org/"
+        ],
+        "actual_values": [
+          "+28 5619411916",
+          "387-31-3013",
+          "66614 Caroline Rapid Apt. 513\nMeganmouth, IA 77039",
+          "Black, Fry and Williams",
+          "Maestro\nKatherine Oliver\n503801410633 01/25\nCVV: 239",
+          "Michael Graham",
+          "gpacheco@example.net",
+          "http://www.hernandez.org/"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0016",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Insurance claim #CLM9076109877 has been initiated by Jennifer Johnson for Oconnor PLC. The claim, associated with the address 07808 Matthews Estates\nSouth Josephbury, PW 36341, will be processed throu",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+641 9362489101",
+          "07808 Matthews Estates\nSouth Josephbury, PW 36341",
+          "379-13-9299",
+          "Diners Club / Carte Blanche\nWilliam Price\n30094229667446 02/27\nCVC: 350\n",
+          "Jennifer Johnson",
+          "Jennifer Johnson",
+          "Oconnor PLC",
+          "cnunez@example.net",
+          "https://mann.com/"
+        ],
+        "actual_values": [
+          "+641 9362489101",
+          "07808 Matthews Estates\nSouth Josephbury, PW 36341",
+          "379-13-9299",
+          "Diners Club / Carte Blanche\nWilliam Price\n30094229667446 02/27\nCVC: 350",
+          "Jennifer Johnson",
+          "Jennifer Johnson",
+          "Oconnor PLC",
+          "cnunez@example.net",
+          "https://mann.com/"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0017",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "We are pleased to welcome Madison Brooks to Meyer-Cook As part of the onboarding process, we have registered your personal details, including your residential address (94967 Vasquez Skyway\nLake Erikav",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+126 5405174108",
+          "422-68-5703",
+          "94967 Vasquez Skyway\nLake Erikaville, CA 12325",
+          "Madison Brooks",
+          "Mastercard\nMegan Lang\n2390953697788887 02/27\nCVV: 871\n",
+          "Meyer-Cook",
+          "http://www.johnson.com/",
+          "kstevens@example.com"
+        ],
+        "actual_values": [
+          "+126 5405174108",
+          "422-68-5703",
+          "94967 Vasquez Skyway\nLake Erikaville, CA 12325",
+          "Madison Brooks",
+          "Mastercard\nMegan Lang\n2390953697788887 02/27\nCVV: 871",
+          "Meyer-Cook",
+          "http://www.johnson.com/",
+          "kstevens@example.com"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0018",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Dear Joseph Larson, your subscription with Richardson, Smith and Williams is up for renewal. The subscription associated with the email robertrobertson@example.net, phone number +80 5141490715, and bi",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+80 5141490715",
+          "+80 5141490715",
+          "519-29-5417",
+          "519-29-5417",
+          "6315 Sandoval Road\nNew Alexanderside, NE 83182",
+          "6315 Sandoval Road\nNew Alexanderside, NE 83182",
+          "Discover\nJack Elliott\n6011554013420492 08/30\nCVC: 728\n",
+          "Discover\nJack Elliott\n6011554013420492 08/30\nCVC: 728\n",
+          "Joseph Larson",
+          "Joseph Larson",
+          "Joseph Larson",
+          "Joseph Larson",
+          "Richardson, Smith and Williams",
+          "Richardson, Smith and Williams",
+          "http://www.bautista.com/",
+          "http://www.bautista.com/",
+          "robertrobertson@example.net",
+          "robertrobertson@example.net"
+        ],
+        "actual_values": [
+          "+80 5141490715",
+          "+80 5141490715",
+          "519-29-5417",
+          "519-29-5417",
+          "6315 Sandoval Road\nNew Alexanderside, NE 83182",
+          "6315 Sandoval Road\nNew Alexanderside, NE 83182",
+          "Discover\nJack Elliott\n6011554013420492 08/30\nCVC: 728",
+          "Discover\nJack Elliott\n6011554013420492 08/30\nCVC: 728",
+          "Joseph Larson",
+          "Joseph Larson",
+          "Joseph Larson",
+          "Joseph Larson",
+          "Richardson, Smith and Williams",
+          "Richardson, Smith and Williams",
+          "http://www.bautista.com/",
+          "http://www.bautista.com/",
+          "robertrobertson@example.net",
+          "robertrobertson@example.net"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0019",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Customer feedback has been received from Kelly Matthews representing Henson, Hester and Cooper, located at Unit 4795 Box 2012\nDPO AA 70258. The feedback pertains to a transaction processed through the",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+318 8989212289",
+          "099-59-5616",
+          "Henson, Hester and Cooper",
+          "Kelly Matthews",
+          "Kelly Matthews",
+          "Maestro\nPatricia Jimenez\n060448755854 07/27\nCVV: 450\n",
+          "Unit 4795 Box 2012\nDPO AA 70258",
+          "https://rios-santiago.com/",
+          "marissa10@example.com"
+        ],
+        "actual_values": [
+          "+318 8989212289",
+          "099-59-5616",
+          "Henson, Hester and Cooper",
+          "Kelly Matthews",
+          "Kelly Matthews",
+          "Maestro\nPatricia Jimenez\n060448755854 07/27\nCVV: 450",
+          "Unit 4795 Box 2012\nDPO AA 70258",
+          "https://rios-santiago.com/",
+          "marissa10@example.com"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0020",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "We hereby confirm that the payment for invoice INV-12345 issued by Harris PLC has been successfully completed. The payment was facilitated by Brandy Sandoval using the credit card ending in Mastercard",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+30 3873936001",
+          "1534 Monica Union Suite 648\nLake Erinland, IA 16557",
+          "529-19-1980",
+          "Brandy Sandoval",
+          "Brandy Sandoval",
+          "Brandy Sandoval",
+          "Harris PLC",
+          "Mastercard\nDarrell Wiley\n2720655660716917 10/25\nCVV: 454\n",
+          "http://mendoza.com/",
+          "ryan09@example.net"
+        ],
+        "actual_values": [
+          "+30 3873936001",
+          "1534 Monica Union Suite 648\nLake Erinland, IA 16557",
+          "529-19-1980",
+          "Brandy Sandoval",
+          "Brandy Sandoval",
+          "Brandy Sandoval",
+          "Harris PLC",
+          "Mastercard\nDarrell Wiley\n2720655660716917 10/25\nCVV: 454",
+          "http://mendoza.com/",
+          "ryan09@example.net"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0021",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "A security incident has been detected on the systems of Dean, Hamilton and Walker, potentially compromising your personal data, including your name (Carolyn Ruiz), email (alexanderschmidt@examplecom),",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+91 6691190882",
+          "08892 Luke Crossroad Apt. 281\nAndrewfort, TX 45216",
+          "243-55-9033",
+          "Carolyn Ruiz",
+          "Dean, Hamilton and Walker",
+          "Mastercard\nAmanda Flynn\n2276957228716878 04/33\nCVV: 714\n",
+          "https://miller.net/"
+        ],
+        "actual_values": [
+          "+91 6691190882",
+          "08892 Luke Crossroad Apt. 281\nAndrewfort, TX 45216",
+          "243-55-9033",
+          "Carolyn Ruiz",
+          "Dean, Hamilton and Walker",
+          "Mastercard\nAmanda Flynn\n2276957228716878 04/33\nCVV: 714",
+          "https://miller.net/"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0022",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Dear Carl Jackson, we are pleased to confirm the creation of your new account with Martinez, Lowe and Lewis. Your registered email address is aaronjones@example.net, and your contact number is +553 80",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+553 8087271697",
+          "8134 Herrera Manor\nSouth Jeffery, VI 01294",
+          "891-78-8765",
+          "Carl Jackson",
+          "JCB 16 digit\nAndrea Smith\n3598200262433798 03/26\nCVC: 896\n",
+          "Martinez, Lowe and Lewis",
+          "aaronjones@example.net",
+          "https://www.bowman.com/"
+        ],
+        "actual_values": [
+          "+553 8087271697",
+          "8134 Herrera Manor\nSouth Jeffery, VI 01294",
+          "891-78-8765",
+          "Carl Jackson",
+          "JCB 16 digit\nAndrea Smith\n3598200262433798 03/26\nCVC: 896",
+          "Martinez, Lowe and Lewis",
+          "aaronjones@example.net",
+          "https://www.bowman.com/"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0023",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "This agreement between Schneider Inc and Andrew Norris was formalized at PSC 1413, Box 7885\nAPO AP 68525. Under the terms of the contract, all payments will be processed via the credit card provided b",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+91 4446971930",
+          "279-79-3576",
+          "American Express\nJoshua Hester\n348812153559223 08/26\nCID: 3040\n",
+          "Andrew Norris",
+          "Andrew Norris",
+          "Andrew Norris",
+          "PSC 1413, Box 7885\nAPO AP 68525",
+          "Schneider Inc",
+          "https://massey-bass.com/",
+          "townsendrobert@example.com"
+        ],
+        "actual_values": [
+          "+91 4446971930",
+          "279-79-3576",
+          "American Express\nJoshua Hester\n348812153559223 08/26\nCID: 3040",
+          "Andrew Norris",
+          "Andrew Norris",
+          "Andrew Norris",
+          "PSC 1413, Box 7885\nAPO AP 68525",
+          "Schneider Inc",
+          "https://massey-bass.com/",
+          "townsendrobert@example.com"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0024",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Dear Christopher Johnston, your recent loan application at Alexander-Spencer is currently under review The application, submitted on 09/12/2020, includes your home address (13465 Douglas Tunnel Suite ",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+06 8963056165",
+          "13465 Douglas Tunnel Suite 611\nNorth Maria, TX 99739",
+          "323-22-2440",
+          "Alexander-Spencer",
+          "American Express\nJoe Reynolds\n377364258317705 11/32\nCID: 7828\n",
+          "Christopher Johnston",
+          "http://martinez-moore.info/"
+        ],
+        "actual_values": [
+          "+06 8963056165",
+          "13465 Douglas Tunnel Suite 611\nNorth Maria, TX 99739",
+          "323-22-2440",
+          "Alexander-Spencer",
+          "American Express\nJoe Reynolds\n377364258317705 11/32\nCID: 7828",
+          "Christopher Johnston",
+          "http://martinez-moore.info/"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0025",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Insurance claim #CLM0098 has been initiated by Michelle Robinson with Hernandez-Hill. The claim, related to the address 7363 Mahoney Manor\nParksborough, AL 43740, will be processed using the credit ca",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+877 7653081916",
+          "7363 Mahoney Manor\nParksborough, AL 43740",
+          "874-38-8437",
+          "American Express\nMary Yates\n372653513734877 07/34\nCID: 2647\n",
+          "Hernandez-Hill",
+          "Michelle Robinson",
+          "Michelle Robinson",
+          "https://gordon.com/",
+          "jesusrodriguez@example.org"
+        ],
+        "actual_values": [
+          "+877 7653081916",
+          "7363 Mahoney Manor\nParksborough, AL 43740",
+          "874-38-8437",
+          "American Express\nMary Yates\n372653513734877 07/34\nCID: 2647",
+          "Hernandez-Hill",
+          "Michelle Robinson",
+          "Michelle Robinson",
+          "https://gordon.com/",
+          "jesusrodriguez@example.org"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0026",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "We are excited to welcome James Hughes to Montes Inc. As part of your onboarding, we have registered your personal details, including your home address (93796 Benjamin Junctions\nWoodwardchester, RI 87",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+91 6640900033",
+          "165-55-7384",
+          "93796 Benjamin Junctions\nWoodwardchester, RI 87414",
+          "James Hughes",
+          "Mastercard\nTyler Leonard\n2720468226465106 05/31\nCVV: 888\n",
+          "Montes Inc",
+          "ekerr@example.net",
+          "http://www.ortega.com/"
+        ],
+        "actual_values": [
+          "+91 6640900033",
+          "165-55-7384",
+          "93796 Benjamin Junctions\nWoodwardchester, RI 87414",
+          "James Hughes",
+          "Mastercard\nTyler Leonard\n2720468226465106 05/31\nCVV: 888",
+          "Montes Inc",
+          "ekerr@example.net",
+          "http://www.ortega.com/"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0027",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Dear Kevin Boyer, your subscription with Smith PLC is approaching its renewal date. The subscription linked to the email lmclaughlin@example.net, phone number +05 9476402241, and billing address 6917 ",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+05 9476402241",
+          "6917 Alicia Lakes Suite 176\nEast Caitlynview, ME 25151",
+          "855-79-3924",
+          "Kevin Boyer",
+          "Smith PLC",
+          "VISA 16 digit\nHaley Brady\n4381295178284946 01/32\nCVC: 078\n",
+          "https://proctor-wright.biz/",
+          "lmclaughlin@example.net"
+        ],
+        "actual_values": [
+          "+05 9476402241",
+          "6917 Alicia Lakes Suite 176\nEast Caitlynview, ME 25151",
+          "855-79-3924",
+          "Kevin Boyer",
+          "Smith PLC",
+          "VISA 16 digit\nHaley Brady\n4381295178284946 01/32\nCVC: 078",
+          "https://proctor-wright.biz/",
+          "lmclaughlin@example.net"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0028",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "During the audit of the financial statements for Allen-Gilmore, it was observed that Mr George Ross, the Chief Financial Officer, approved the purchase of assets worth $500,000 on 157 Poole Glen\nLake ",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+746 4725423744",
+          "157 Poole Glen\nLake Ronald, NE 63548",
+          "638-71-7663",
+          "Allen-Gilmore",
+          "George Ross",
+          "George Ross",
+          "George Ross",
+          "VISA 16 digit\nJennifer Jones\n4490217451875529 05/32\nCVC: 779\n",
+          "http://www.barr.info/",
+          "sullivandarren@example.com"
+        ],
+        "actual_values": [
+          "+746 4725423744",
+          "157 Poole Glen\nLake Ronald, NE 63548",
+          "638-71-7663",
+          "Allen-Gilmore",
+          "George Ross",
+          "George Ross",
+          "George Ross",
+          "VISA 16 digit\nJennifer Jones\n4490217451875529 05/32\nCVC: 779",
+          "http://www.barr.info/",
+          "sullivandarren@example.com"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0029",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Customer Joshua Chapman from Jacobson, Williams and Wallace, located at 9004 Trevino Trace\nTammyhaven, VT 95079, has submitted feedback regarding the recent transaction involving their credit card VIS",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          "+91 1858785840",
+          "175-15-3252",
+          "9004 Trevino Trace\nTammyhaven, VT 95079",
+          "Jacobson, Williams and Wallace",
+          "Joshua Chapman",
+          "VISA 16 digit\nDavid Alexander\n4408673895268898 10/32\nCVC: 966\n",
+          "https://www.gonzalez-cook.net/",
+          "wlawrence@example.net"
+        ],
+        "actual_values": [
+          "+91 1858785840",
+          "175-15-3252",
+          "9004 Trevino Trace\nTammyhaven, VT 95079",
+          "Jacobson, Williams and Wallace",
+          "Joshua Chapman",
+          "VISA 16 digit\nDavid Alexander\n4408673895268898 10/32\nCVC: 966",
+          "https://www.gonzalez-cook.net/",
+          "wlawrence@example.net"
+        ]
+      }
+    ]
+  }
+]

financial-pii/knowledge/entity_types.json

@@ -0,0 +1,42 @@
+[
+  {
+    "Class": "NAME",
+    "Definition": "A proper noun identifying a specific individual, typically used to refer to persons by their first name, last name, or both.",
+    "Examples": "Andrew Norris, Ryan Ortiz, James Hughes, Andrea Ruiz, Kayla Griffin"
+  },
+  {
+    "Class": "COMPANY",
+    "Definition": "The name of a legally recognized entity or organization engaged in commercial, industrial, or professional activities.",
+    "Examples": "Schneider Inc, Tyler LLC, Jackson-Guzman, Hogan, Smith and Galloway, Alexander-Spencer"
+  },
+  {
+    "Class": "SSN",
+    "Definition": "A unique nine-digit number assigned to U.S. citizens, permanent residents, and temporary (working) residents for taxation and identification purposes.",
+    "Examples": "165-55-7384, 529-19-1980, 130-67-8658, 243-55-9033, 379-13-9299"
+  },
+  {
+    "Class": "ADDRESS",
+    "Definition": "A specific location or place used for directing correspondence or identifying a location, typically including components like street, city, state, and postal code.",
+    "Examples": "PSC 1413, Box 7885 APO AP 68525, 714 Kane Forks Apt. 893 Port Richardport, PW 24345, 13481 Decker Ferry Suite 705 Kristinamouth, MD 42208, 3792 Carlos Center Cooperchester, AL 36727, 8134 Herrera Manor South Jeffery, VI 01294"
+  },
+  {
+    "Class": "PHONE",
+    "Definition": "A string of digits, often including a country code, used to identify a specific telephone line for communication.",
+    "Examples": "+318 8989212289, +553 8087271697, +91 8840920617, +30 3873936001, +06 8963056165"
+  },
+  {
+    "Class": "CREDIT_CARD",
+    "Definition": "A credit card entity represents information related to a credit card, including its type, cardholder name, number, expiration date, and CVV.",
+    "Examples": "Mastercard 1234567890123456 01/25 CVV: 123, Visa 6543210987654321 12/23 CVV: 456, American Express 378282246310005 11/24 CID: 789, Discover 6011111111111117 03/26 CVV: 101, Diners Club 30569309025904 07/27 CVV: 234"
+  },
+  {
+    "Class": "URL",
+    "Definition": "A URL entity represents a web address used to locate resources on the internet, typically starting with http:// or https://.",
+    "Examples": "http://example.com, https://secure-site.org, http://www.samplewebsite.net, https://subdomain.domain.com/path, http://mywebsite.info"
+  },
+  {
+    "Class": "EMAIL",
+    "Definition": "An email entity represents an electronic mail address used for sending and receiving messages over the internet.",
+    "Examples": "john.doe@example.com, jane_smith123@domain.net, user@sub.example.org, contact@company.co.uk, admin@service.io"
+  }
+]

financial-pii/knowledge/formats.json

@@ -0,0 +1,29 @@
+{
+  "formats": [
+    {
+      "id": "formal_letter",
+      "label": "Formal Letter",
+      "instruction": "OUTPUT FORMAT: Write a formal letter addressed to a recipient. Start with a salutation (e.g., 'Dear [Name],'), followed by one or more paragraphs of content. Include all necessary entity types naturally within the letter. End with a closing phrase (e.g., 'Sincerely, [Your Name]'). For example: 'Dear John Smith, This is to inform you about your recent application. Your application ID is 12345. Sincerely, Jane Doe.'"
+    },
+    {
+      "id": "tabular_summary",
+      "label": "Tabular Summary",
+      "instruction": "OUTPUT FORMAT: Present the information in a tabular format with distinct columns for each type of entity (e.g., 'Name', 'Email', 'Phone', 'SSN', etc.). Each row should correspond to a separate record or item. For example: '| Name | Email | Phone | SSN |\\n|------|-------|-------|-----|\\n| John Doe | john.doe@example.com | +123456789 | 123-45-6789 |'"
+    },
+    {
+      "id": "bullet_list",
+      "label": "Bullet List",
+      "instruction": "OUTPUT FORMAT: Present the information as a bullet list, where each bullet point encapsulates a specific entity or a related group of entities. Use proper punctuation and structure to ensure clarity. For example: '- Name: John Doe\\n- Email: john.doe@example.com\\n- Phone: +123456789\\n- SSN: 123-45-6789'"
+    },
+    {
+      "id": "dialogue_with_context",
+      "label": "Dialogue with Context",
+      "instruction": "OUTPUT FORMAT: Write a back-and-forth dialogue between two or more speakers discussing the topic. Ensure each speaker's turn is on a new line and starts with their identifier (e.g., 'HR:'). Naturally embed the required entities within the dialogue. For example: 'HR: John, can you confirm your SSN for the records?\\nJohn: Sure, it's 123-45-6789.'"
+    },
+    {
+      "id": "detailed_prose",
+      "label": "Detailed Prose",
+      "instruction": "OUTPUT FORMAT: Write a detailed prose description, combining a narrative style with the inclusion of all required entities. The content should be comprehensive and coherent, resembling a report or a story. For example: 'John Doe, residing at 123 Elm Street, has recently updated his contact details. His new phone number is +123456789, and his email address is john.doe@example.com.'"
+    }
+  ]
+}

financial-pii/knowledge/personas.json

@@ -0,0 +1,29 @@
+{
+  "personas": [
+    {
+      "id": "financial_analyst",
+      "label": "Financial Analyst",
+      "system_prompt": "You are a professional financial analyst composing detailed reports. Your tone is formal and analytical, with precise terminology and structured paragraphs. Provide concise insights and ensure factual accuracy."
+    },
+    {
+      "id": "customer_service",
+      "label": "Customer Service Representative",
+      "system_prompt": "You are a friendly and empathetic customer service representative. Your tone is helpful and approachable, and you use simple language that is easy to understand. Ensure clarity and provide instructions or solutions when appropriate."
+    },
+    {
+      "id": "legal_compliance",
+      "label": "Legal Compliance Officer",
+      "system_prompt": "You are a meticulous legal compliance officer. Your writing is formal, precise, and adheres strictly to legal terminology and formatting. Include all necessary details and references to policies or regulations."
+    },
+    {
+      "id": "tech_support",
+      "label": "Technical Support Specialist",
+      "system_prompt": "You are a knowledgeable technical support specialist. Your tone is professional yet approachable. Provide clear, step-by-step instructions or troubleshooting advice, using technical terms appropriately for the audience."
+    },
+    {
+      "id": "healthcare_admin",
+      "label": "Healthcare Administration Professional",
+      "system_prompt": "You are an experienced healthcare administration professional. Your tone is formal and caring, and you emphasize confidentiality and accuracy. Use terminology related to healthcare and administration, ensuring clear and compassionate communication."
+    }
+  ]
+}

financial-pii/knowledge/pii_variations.json

@@ -0,0 +1,100 @@
+[
+  {
+    "class_name": "NAME",
+    "definition": "A proper noun identifying a specific individual, typically used to refer to persons by their first name, last name, or both.",
+    "english_variations": [
+      "Andrew Norris",
+      "Andrew N.",
+      "A. Norris",
+      "Andrew N"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "COMPANY",
+    "definition": "The name of a legally recognized entity or organization engaged in commercial, industrial, or professional activities.",
+    "english_variations": [
+      "Schneider Inc",
+      "Schneider Incorporated",
+      "Schneider, Inc.",
+      "Schneider"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "SSN",
+    "definition": "A unique nine-digit number assigned to U.S. citizens, permanent residents, and temporary (working) residents for taxation and identification purposes.",
+    "english_variations": [
+      "165-55-7384",
+      "165 55 7384",
+      "165.55.7384",
+      "165557384"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "ADDRESS",
+    "definition": "A specific location or place used for directing correspondence or identifying a location, typically including components like street, city, state, and postal code.",
+    "english_variations": [
+      "714 Kane Forks Apt. 893 Port Richardport, PW 24345",
+      "714 Kane Forks Apartment 893 Port Richardport, PW 24345",
+      "714 Kane Forks, Apt 893, Port Richardport, PW 24345",
+      "714 Kane Forks Apt 893, Port Richardport, PW, 24345"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "PHONE",
+    "definition": "A string of digits, often including a country code, used to identify a specific telephone line for communication.",
+    "english_variations": [
+      "+318 8989212289",
+      "+318-8989212289",
+      "+318.898.9212289",
+      "+3188989212289"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "CREDIT_CARD",
+    "definition": "A credit card entity represents information related to a credit card, including its type, cardholder name, number, expiration date, and CVV.",
+    "english_variations": [
+      "Visa 4111 1111 1111 1111 12/25 CVV: 123",
+      "Visa 4111111111111111 12/25 CVV 123",
+      "Visa 4111-1111-1111-1111 Exp: 12/25 CVV: 123",
+      "Visa Card Number: 4111 1111 1111 1111, Expiration: 12/25, Security Code: 123"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "URL",
+    "definition": "A URL entity represents a web address used to locate resources on the internet, typically starting with http:// or https://.",
+    "english_variations": [
+      "https://example.com",
+      "https://example.com/",
+      "http://example.com",
+      "https://www.example.com",
+      "https://example.com:443"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "EMAIL",
+    "definition": "An email entity represents an electronic mail address used for sending and receiving messages over the internet.",
+    "english_variations": [
+      "user.name@example.com",
+      "username@example.com",
+      "user.name+tag@example.com",
+      "user_name@example.com",
+      "user.name@subdomain.example.com"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  }
+]

financial-pii/knowledge/scenarios.json

@@ -0,0 +1,16 @@
+{
+  "text_scenarios": [
+    "A finance department employee preparing a tax filing confirmation letter for a client.",
+    "An HR representative drafting an offer letter for a new hire, including their personal and payroll details.",
+    "An accounts payable officer generating a payment confirmation for an invoice paid using a credit card.",
+    "A customer service representative sending a confirmation email for a processed insurance claim.",
+    "A legal assistant preparing a contract with client details and payment terms."
+  ],
+  "dialogue_scenarios": [
+    "An HR representative discussing onboarding details with a new employee.",
+    "An IT support technician assisting a user with account setup and credentials.",
+    "A customer service representative discussing billing details with a client over the phone.",
+    "A financial advisor and a client reviewing account statements and investment details.",
+    "A compliance officer interviewing an employee about an incident involving sensitive data."
+  ]
+}

gretel-pii/failures.json

@@ -0,0 +1,42 @@
+[
+  {
+    "id": "base_0026",
+    "type": "generation_failure",
+    "language": "en",
+    "source_text": "Effective 03/03/1982, customer CUST8572299 at 59565 Silva Prairie, Munger, was charged at 12:45:33.226001 on the date 1982/03/11."
+  },
+  {
+    "id": "base_0052",
+    "type": "pii_validation",
+    "language": "en",
+    "source_text": "Our mailing address is 859 Patrick Lookout, Caseshire, Australian Capital Territory. You can reach our Director, Wishi Morar, at hubbardstanley@example.com.",
+    "errors": [
+      {
+        "type": "preserve_pii",
+        "stage": "paraphrase",
+        "expected_values": [
+          " Wishi Morar",
+          "859 Patrick Lookout, Caseshire, Australian Capital Territory",
+          "hubbardstanley@example.com"
+        ],
+        "actual_values": [
+          "859 Patrick Lookout, Caseshire, Australian Capital Territory",
+          "Wishi Morar",
+          "hubbardstanley@example.com"
+        ]
+      }
+    ]
+  },
+  {
+    "id": "base_0095",
+    "type": "generation_failure",
+    "language": "en",
+    "source_text": "By using this software, you agree to the following terms and conditions. The software is licensed, not sold, to you by Vincent Tailor vincenttailor@example.net> for use on a single device with the ide"
+  },
+  {
+    "id": "base_0122",
+    "type": "generation_failure",
+    "language": "en",
+    "source_text": "{\n  \"patientId\": \"W2700655\",\n  \"providerId\": \"P12345\",\n  \"appointmentDate\": \"2023-05-15\",\n  \"appointmentType\": \"Consultation\",\n  \"reason\": \"Follow-up on recent lab results\"\n}"
+  }
+]

gretel-pii/knowledge/entity_types.json

@@ -0,0 +1,212 @@
+[
+  {
+    "Class": "MEDICAL_RECORD_NUMBER",
+    "Definition": "A unique identifier assigned to an individual's medical record, used within healthcare systems to identify and retrieve patient information.",
+    "Examples": "MED34909134, MED23011883, P3653850, Z9795053, MRN-785920, MRN-123456, MED12345678, P9876543, Z1234567, MRN-000111"
+  },
+  {
+    "Class": "DATE_OF_BIRTH",
+    "Definition": "The date on which an individual was born, typically formatted as YYYY-MM-DD or similar.",
+    "Examples": "2005-10-17, 1928-12-31, 1911-09-01, 1983-09-18, 1990-06-15, 1975-03-22, 1968-11-30, 2000-07-01, 2010-12-24, 1985-05-10"
+  },
+  {
+    "Class": "SSN",
+    "Definition": "A Social Security Number, a unique identifier issued to U.S. citizens and residents, formatted as XXX-XX-XXXX or similar.",
+    "Examples": "412-75-9409, 447-94-7068, 520 671 132, 833 170 558, 723-34-2834, 123-45-6789, 987-65-4321, 678 901 234, 555-55-5555, 111-22-3333"
+  },
+  {
+    "Class": "FIRST_NAME",
+    "Definition": "The given name or first name of an individual, used to identify them personally.",
+    "Examples": "Cole, Vihaan, Joshua, Francis, Devin, Maria, Liam, Sophia, Ethan, Olivia"
+  },
+  {
+    "Class": "DATE",
+    "Definition": "A specific calendar date, which may include the day, month, and year, formatted in various ways.",
+    "Examples": "2001.12.19, 1977.03.07, 2015.10.25, 1975.06.22, Wednesday, December 08, 2021, 1980-01-01, March 15, 2023, 2023/03/15, 15-03-2023, 12 December 2022"
+  },
+  {
+    "Class": "LAST_NAME",
+    "Definition": "The LAST_NAME entity class represents the surname or family name of an individual, which is typically used as part of a full personal name.",
+    "Examples": "Smith, Johnson, Brown, Taylor, Anderson, Martinez, Hernandez, Nguyen, Patel, Kim"
+  },
+  {
+    "Class": "EMAIL",
+    "Definition": "The EMAIL entity class represents an electronic mail address used to send and receive digital messages.",
+    "Examples": "john.doe@example.com, jane_smith@example.net, admin@company.org, support@website.com, user1234@example.io, contact@domain.co, info@service.biz, sales@shop.com, help@portal.org, feedback@application.app"
+  },
+  {
+    "Class": "CUSTOMER_ID",
+    "Definition": "The CUSTOMER_ID entity class represents a unique identifier assigned to a customer for the purpose of tracking transactions or records.",
+    "Examples": "CUST123456, ID-90834, ECOM-87654321, USER_102938, CLIENT-7654-321, ACC000987, ID-00001-XYZ, VIP-CUST-5678, REG-4321-ABCD, ACCT-10928374"
+  },
+  {
+    "Class": "EMPLOYEE_ID",
+    "Definition": "The EMPLOYEE_ID entity class represents a unique identifier assigned to an employee within an organization.",
+    "Examples": "EMP000123, ID-45678, HR-98765, TECH-43210, ZK-54321, Rr-56789, EMP-2023-0001, ID#54321, EMPLOYEE-1234, STAFF-001122"
+  },
+  {
+    "Class": "NAME",
+    "Definition": "The NAME entity class represents the full name of an individual, which may include first, middle, and last names.",
+    "Examples": "John A. Doe, Mary L. Smith, Robert Brown, Emily P. Johnson, Michael T. Williams, Sarah Connor, Olivia Benson, Ethan Hunt, Rachel Green, Monica Geller"
+  },
+  {
+    "Class": "PHONE_NUMBER",
+    "Definition": "A PHONE_NUMBER represents a numerical string or code used to identify a subscriber in a telecommunications network for communication purposes.",
+    "Examples": "+61-429-105-211, 0803357126, +1-889-634-7427x1431, +61343640517, +917077646453, (03)-3399-3128, 945-248-8324, +44 20 7946 0958, 555-1234, 1-800-555-0199"
+  },
+  {
+    "Class": "IPV4",
+    "Definition": "An IPV4 is a numerical label assigned to a device participating in a computer network that uses the Internet Protocol version 4 for communication.",
+    "Examples": "140.186.161.211, 215.9.246.181, 64.148.69.172, 104.49.242.220, 153.70.93.137, 192.168.1.1, 10.0.0.1, 172.16.0.1, 8.8.8.8, 203.0.113.195"
+  },
+  {
+    "Class": "STREET_ADDRESS",
+    "Definition": "A STREET_ADDRESS is the description of a specific location, typically including the street name, building number, and sometimes additional details such as apartment or suite numbers.",
+    "Examples": "839 Briggs Extensions, 7537 Vazquez Inlet, 8807 Ibarra Station Suite 740, 693 Kelly Gardens, 56457 Phillips Groves, 37991 Fernandez Fort, 32206 Christopher Inlet, 123 Main St, 456 Elm Street Apt 7B, 789 Oak Avenue"
+  },
+  {
+    "Class": "CREDIT_CARD_NUMBER",
+    "Definition": "A CREDIT_CARD_NUMBER is a unique numerical sequence assigned to a payment card for identifying the cardholder and processing financial transactions.",
+    "Examples": "4869-1774-7870-, 4863620142593, 2270540996574756, 3418 6235 9918 963, 6567369193278620, 4539 1488 0343 6467, 6011 1111 1111 1117, 5500 0000 0000 0004, 3400 0000 0000 009, 2014 1234 5678 901"
+  },
+  {
+    "Class": "LICENSE_PLATE",
+    "Definition": "A LICENSE_PLATE is an alphanumeric identifier assigned to a vehicle for identification purposes, typically affixed to the front and/or back of the vehicle.",
+    "Examples": "Z21848330, KS59214925, C055-0711-958-0, NG36652561, 40-124423-54, ABC123, XYZ-789, 1234ABCD, A1B2C3, 5678XYZ"
+  },
+  {
+    "Class": "ADDRESS",
+    "Definition": "A specific physical location or place where a person or organization resides or can be reached, typically including details like house number, street, city, state, and postal code.",
+    "Examples": "123 Elm Street, Apt 4B, Springfield, IL 62704, 456 Maple Ave, Suite 300, Denver, CO 80203, 789 Oak Lane, Unit 12, Miami, FL 33101, 101 Pine Blvd, Los Angeles, CA 90012, 202 Birch Street, Cambridge, MA 02138"
+  },
+  {
+    "Class": "USER_NAME",
+    "Definition": "A unique identifier or alias used by an individual to log into a system, application, or service.",
+    "Examples": "john_doe, alice123, charlie_brown, user5678, admin01, jsmith, tech_guru, coolcat99, ninja007, superman"
+  },
+  {
+    "Class": "BANK_ROUTING_NUMBER",
+    "Definition": "A nine-digit number used to identify a financial institution in the United States for transactions like direct deposits, wire transfers, and automated payments.",
+    "Examples": "267448103, 238181068, 862554681, 044023786, 725232478, 611888588, 586375162, 440740765, 123456789, 987654321"
+  },
+  {
+    "Class": "DEVICE_IDENTIFIER",
+    "Definition": "A unique numerical or alphanumeric code assigned to a hardware device to uniquely identify it within a network or system.",
+    "Examples": "324835097109749, 589494767268851, 512433547233384, 727545505071240, 502787283510221, 733813284715352, 502815584642014, 123456789012345, 987654321098765, 111222333444555"
+  },
+  {
+    "Class": "DATE_TIME",
+    "Definition": "A specific point in time, typically represented by a date and time format.",
+    "Examples": "2017-02-06T22:42:06.922556, 20 Apr 1993 11:21:42, 24 Dec 1995 16:48:17, 1992-05-09T11:04:43.305857, 01/16/1975 03:12 AM, 1980-07-21 14:00, 2023-03-15T08:30:00.000123, 1978-12-25T15:45, 2005-11-11 23:59, 1999-01-01T00:00:00"
+  },
+  {
+    "Class": "UNIQUE_IDENTIFIER",
+    "Definition": "A UNIQUE_IDENTIFIER is a specific string of characters or numbers used to uniquely identify an object, record, or entity in a dataset or system.",
+    "Examples": "IDE8RHYDAK8V, UID-7ONWMB8C, KPNN-N2IH-2K2A, LIFL-NA1C-AOLD, LFE9DU-UTT2LL, 3O8I-9I5A-MHWT, UID-V9MRR6EX, MRN-709727"
+  },
+  {
+    "Class": "COMPANY_NAME",
+    "Definition": "A COMPANY_NAME represents the name of a corporate entity or business organization.",
+    "Examples": "Compton, Kim and Gutierrez, Kirby and Sons, House, Parker and Smith, Barman LLC, Bradley PLC, Michael-Wood, Rogers, Cowan and Garrett, Vig, Patel and Rout"
+  },
+  {
+    "Class": "ACCOUNT_NUMBER",
+    "Definition": "An ACCOUNT_NUMBER is a unique identifier assigned to a specific financial account held by an individual or entity.",
+    "Examples": "ACCT-9407896, ACCT-7584155182, ACCT-8968431881, V35174316065, K85363144729, ACCT-1234567890, 9876543210"
+  },
+  {
+    "Class": "BIOMETRIC_IDENTIFIER",
+    "Definition": "A BIOMETRIC_IDENTIFIER refers to a unique identifier derived from a person's biometric data, such as fingerprints, retina scans, or facial recognition patterns.",
+    "Examples": "B5069883008, P83939881695, Q77550235588, BIO-2431205061, E76774902644, BIO-9876543210, FINGER-12345"
+  },
+  {
+    "Class": "CITY",
+    "Definition": "A CITY is a human settlement of significant size and importance, typically a large town or urban area.",
+    "Examples": "Ongole, Knightshire, South Kyletown, West Rebecca, Hayestown, South Maria, New York, Los Angeles"
+  },
+  {
+    "Class": "CERTIFICATE_LICENSE_NUMBER",
+    "Definition": "A certificate or license number is a unique identifier issued by an authority to certify or license an individual or entity for a specific purpose.",
+    "Examples": "LIC-H5917935, LIC-I3420979, LIC-O761676, LIC-D8535061, LIC-Y4656957, LIC-T1234567, LIC-X9876543, LIC-P7654321, LIC-W1230984, LIC-Z9087654"
+  },
+  {
+    "Class": "TIME",
+    "Definition": "A time is a representation of a specific point in the day, expressed in hours, minutes, and optionally seconds, sometimes including a meridian indicator or timezone.",
+    "Examples": "23:47, 00:42:51, 05:17:57 AM, 16:04:18.141702, 17:01:04, 18:18:20, 12:00 PM, 6:30 AM, 03:15:45.678, 22:59"
+  },
+  {
+    "Class": "POSTCODE",
+    "Definition": "A postcode is a sequence of letters, digits, or both, assigned to a specific geographic area to facilitate mail sorting and delivery.",
+    "Examples": "188339, 633354, 541349, R3H 6A5, 880680, B29 3TH, W1A 1AA, 10001, 90210, K1A 0B1"
+  },
+  {
+    "Class": "VEHICLE_IDENTIFIER",
+    "Definition": "A vehicle identifier, such as a Vehicle Identification Number (VIN), is a unique alphanumeric code used to identify individual motor vehicles.",
+    "Examples": "LU71GM40T99AZ2FED, R15PR57MHAS6G39S0, LZCN0NWXHU8KNC6F5, 3W1NATB9M82CETS5P, E38DNMV7FWRHWPEP6, 1HGCM82633A123456, 2T1BURHE5FC123456, WDBRF40JX3F123456, JH4KA9650MC123456, 1M8GDM9AXKP042788"
+  },
+  {
+    "Class": "COORDINATE",
+    "Definition": "A coordinate is a set of numerical values that specify a specific point in a spatial reference system, often given as latitude and longitude.",
+    "Examples": "2.958738, 69.808685, -66.015538, 154.047693, 2.261865, 89.828301, -45.506729, -21.271710, 75.622794, -158.223848, 37.7749, -122.4194"
+  },
+  {
+    "Class": "COUNTRY",
+    "Definition": "A country represents a recognized sovereign state or nation, typically designated by its name.",
+    "Examples": "Korea, Chile, New Zealand, Zimbabwe, India, United States, Germany, Brazil, Egypt, Japan"
+  },
+  {
+    "Class": "IPV6",
+    "Definition": "An IPv6 address is a unique identifier assigned to a device for communication over an IPv6 network.",
+    "Examples": "69d7:a841:fc3e:9769:54ff:5ffd:4827:a839, a114:d597:1581:69fa:cc61:c22b:6d97:bca3, 9561:cd49:9aca:e9d1:5036:1584:641f:ed66, 4990:d1fa:88b1:69a1:87da:7a41:6631:e1fd, 3bca:c419:d197:22c0:4cf8:7a1e:8419:58d9, 8f5d:bf35:1b1a:3ac6:6ca0:2f4b:cee:f83, 2001:0db8:85a3:0000:0000:8a2e:0370:7334, fe80::1ff:fe23:4567:890a"
+  },
+  {
+    "Class": "API_KEY",
+    "Definition": "An API key is a unique identifier used to authenticate requests associated with a particular application or user.",
+    "Examples": "sl.TeXieocsFkDmilt6DCeaHvbNkhIG, AKIAF571325YFZJKE5B6, sl.CofI_qkv7fILDXT0Ji2qEByXxJfi, sl.SloV2VW-92QT0rRJY8yhbQG21cbs, 0d488FF4B1531DAFaD397ab53E2AD7Fd, abcd1234EfGhIJKLmnoPqrStUVWxYz, sl.ABCDEFGH12345678ijklmnopQRSTUV, 1a2b3c4d5e6f7g8h9i0j"
+  },
+  {
+    "Class": "PASSWORD",
+    "Definition": "A password is a string of characters used for authenticating a user to access a system, application, or service.",
+    "Examples": "B)tcXDyn_%cGrhcj5, BHJ24nz^8z&UGkiT6o, focaOG__)QVs#hHuN3, ^@q2gXSeTxKwlSdWs4, M(tNWyv(hI(11iH, !QwErTyUiOp1234, P@ssw0rd!, 1234abcdEFG!, A1b2C3d4E5F6, zxcvBNM@12345"
+  },
+  {
+    "Class": "NATIONAL_ID",
+    "Definition": "A national ID represents a unique identifier issued by a government to its citizens or residents for identification purposes.",
+    "Examples": "173940057, 379190922, 600-12-2287, 405-93-2224, 546-30-406, 8386109, 123-45-6789, 987654321, 112233445, 456-78-9012"
+  },
+  {
+    "Class": "HEALTH_PLAN_BENEFICIARY_NUMBER",
+    "Definition": "A unique identifier assigned to an individual within a health insurance plan to track their eligibility and benefits.",
+    "Examples": "X887382352, L411252355, HPBN-68005262, F836983081, G201187568, HPBN-70724037, G934357132, I788256308, Z123456789, Q987654321"
+  },
+  {
+    "Class": "SWIFT_BIC",
+    "Definition": "An 8 or 11-character alphanumeric code that identifies a specific bank or financial institution in international wire transfers.",
+    "Examples": "MTHJUSQA027, DEHODEUS293, WUHKGBFB418, BDDVDEBX942, EZALUSTW330, KUBODEKA052, DAGXDEIM372, EIOLGBEP818, FRNYUS33, CHASUS33"
+  },
+  {
+    "Class": "STATE",
+    "Definition": "A territorial entity within a country, often with its own government and boundaries.",
+    "Examples": "Victoria, TAS, Gujarat, NT, Andhra Pradesh, California, Texas, New South Wales, Queensland, Karnataka"
+  },
+  {
+    "Class": "TAX_ID",
+    "Definition": "A numerical identifier used by a government for tax-related purposes, assigned to individuals or organizations.",
+    "Examples": "73342583881, 718475763, 388657313, 978874370, 536582494, 21757649293, 001234567, 987654321, 1029384756, 1100110011"
+  },
+  {
+    "Class": "URL",
+    "Definition": "A reference to a web resource specifying its location on a computer network and a mechanism for retrieving it.",
+    "Examples": "http://www.dominguez-wilcox.org/, https://www.tandon.info/, https://www.williams-friedman.net.au/, http://carter.org/, http://moore.biz/, https://www.mccormick.info/, https://example.com, http://mywebsite.org, https://secure.net, http://portal.company"
+  },
+  {
+    "Class": "CVV",
+    "Definition": "A CVV (Card Verification Value) is a numerical code typically found on the back of a credit or debit card, used to verify the card during online or card-not-present transactions.",
+    "Examples": "763, 474, 632, 123, 999"
+  },
+  {
+    "Class": "PIN",
+    "Definition": "A PIN (Personal Identification Number) is a numerical code used to authenticate a user to a secure system or device.",
+    "Examples": "2451, 607137, 1234, 9876, 0000"
+  }
+]

gretel-pii/knowledge/formats.json

@@ -0,0 +1,144 @@
+{
+  "formats": [
+    {
+      "id": "structured_table",
+      "label": "Structured Table",
+      "instruction": "OUTPUT FORMAT: Create a table with clearly labeled columns and rows, where each column corresponds to a specific field or data type (e.g., Name, Address, Date of Birth, etc.). Populate the table with example data, ensuring all required fields are filled with appropriate values. The table should have a header row with the field names and subsequent rows with the data values."
+    },
+    {
+      "id": "incident_report",
+      "label": "Incident Report",
+      "instruction": "OUTPUT FORMAT: Write a detailed incident report, including sections such as 'Incident Description', 'Date and Time', 'Involved Parties', and 'Actions Taken'. Use bullet points or numbered lists within sections where applicable. Ensure all required entity types are integrated naturally into the report."
+    },
+    {
+      "id": "dialogue",
+      "label": "Back-and-Forth Dialogue",
+      "instruction": "OUTPUT FORMAT: Write a realistic back-and-forth dialogue between at least 2 people (e.g., customer and support representative). Format each speaker's turn on its own line as: \"SpeakerRole: message content\". Include all required entity types naturally across the dialogue."
+    },
+    {
+      "id": "form_fill",
+      "label": "Form Fill",
+      "instruction": "OUTPUT FORMAT: Simulate the filled-out version of a form. Include field labels (e.g., 'Name:', 'Date of Birth:') followed by the corresponding data. Ensure all required fields are present and filled with appropriate values. Maintain a neat and organized layout for clarity."
+    },
+    {
+      "id": "narrative_text",
+      "label": "Narrative Text",
+      "instruction": "OUTPUT FORMAT: Write a narrative text in prose form, such as a story or descriptive paragraph. Ensure the text flows naturally while incorporating all required entity types in contextually relevant ways."
+    },
+    {
+      "id": "email_template",
+      "label": "Email Template",
+      "instruction": "OUTPUT FORMAT: Write a professional email template, starting with a subject line, followed by an appropriate salutation, body text addressing the recipient, and a closing signature block. Ensure the email includes the specified PII entities within the context of a plausible email communication. Example:\n\nSubject: Update on Your Application\n\nDear <NAME>,\n\nWe have reviewed your application for <POSITION>. We would like to inform you that it has been approved. Please verify your details: Name: <NAME>, Email: <EMAIL>. If you have any questions, contact us at <PHONE_NUMBER>.\n\nBest regards,\n<COMPANY_NAME> Team."
+    },
+    {
+      "id": "incident_log",
+      "label": "Incident Log",
+      "instruction": "OUTPUT FORMAT: Write an incident log entry, formatted as a list of key-value pairs. Each entry should be on a new line and clearly label the key (e.g., 'Incident ID', 'Date', 'Description', etc.) and its corresponding value. The log should include all required PII entities in relevant fields. Example:\n\nIncident ID: 12345\nDate: 2023-09-15\nReported By: <NAME>\nContact: <PHONE_NUMBER>\nDescription: An issue occurred involving user <USER_NAME> and their account <ACCOUNT_NUMBER>."
+    },
+    {
+      "id": "structured_report",
+      "label": "Structured Report",
+      "instruction": "OUTPUT FORMAT: Write a structured report, with headings and subheadings organizing the information. Use bullet points or numbered lists where applicable. Ensure all required PII entities are naturally incorporated into the report's sections. Example:\n\n## Report Title\n\n### Summary\n- The incident was reported on <DATE>.\n\n### Details\n- User: <NAME>\n- Contact: <PHONE_NUMBER>\n- Issue: Unauthorized access detected on server <SERVER_ID>."
+    },
+    {
+      "id": "chat_conversation",
+      "label": "Chat Conversation",
+      "instruction": "OUTPUT FORMAT: Write a simulated chat conversation, formatted as alternating turns between participants. Each turn should indicate the speaker's role (e.g., 'Support', 'Customer') followed by their message. Include all required PII entities naturally in the conversation. Example:\n\nSupport: Hello, how can I assist you today?\nCustomer: I have an issue with my account. My account number is <ACCOUNT_NUMBER>.\nSupport: Let me check on that for you. Can you confirm your name?\nCustomer: Sure, it's <NAME>."
+    },
+    {
+      "id": "policy_document",
+      "label": "Policy Document",
+      "instruction": "OUTPUT FORMAT: Write a formal policy document. Start with a title, followed by sections with headings and paragraphs. Clearly state the rules, conditions, or guidelines, and include all required PII entities in appropriate contexts. Example:\n\n### Data Privacy Policy\n\n#### Purpose\nThis policy outlines the measures we take to protect your personal information.\n\n#### Data Collection\nWe collect the following data:\n- Name: <NAME>\n- Contact Information: <EMAIL>, <PHONE_NUMBER>\n\n#### Data Usage\nYour data will be used for purposes such as account verification and customer support."
+    },
+    {
+      "id": "technical_specifications",
+      "label": "Technical Specifications",
+      "instruction": "OUTPUT FORMAT: Write a technical specification sheet containing configurations, settings, or parameters for a system or device. Use a structured format with headings and subheadings, and present the information in a clear and concise manner. Include examples like network configurations or system properties."
+    },
+    {
+      "id": "incident_summary",
+      "label": "Incident Summary",
+      "instruction": "OUTPUT FORMAT: Compose an incident summary detailing an event that occurred. Begin with a timestamp and a brief description of the event, followed by specific details including entities such as user names, identifiers, and other related information. Use a structured narrative format."
+    },
+    {
+      "id": "transaction_receipt",
+      "label": "Transaction Receipt",
+      "instruction": "OUTPUT FORMAT: Provide a detailed receipt or record of a transaction. The receipt should include fields for date, sender and recipient details, account numbers, transaction amounts, and other related information. Use a tabular format where appropriate for clarity."
+    },
+    {
+      "id": "biometric_record",
+      "label": "Biometric Record",
+      "instruction": "OUTPUT FORMAT: Create a biometric record document. Include fields for personal details such as name, date of birth, and biometric identifiers. Use clear labeling for each field and provide all requested information in a concise format."
+    },
+    {
+      "id": "nda_agreement",
+      "label": "Non-Disclosure Agreement",
+      "instruction": "OUTPUT FORMAT: Draft a non-disclosure agreement. Start with a title, then include sections for the involved parties, purpose of the agreement, specific terms, and a section for signatures. Use formal language and ensure all required details are included."
+    },
+    {
+      "id": "incident_log_summary",
+      "label": "Incident Log Summary",
+      "instruction": "OUTPUT FORMAT: Provide a concise summary of an incident log entry. Use a structured list format with bullet points, including fields like Incident ID, Date, Time, Location, and Description. Each field should be clearly labeled and contain the relevant information. Example:\n- **Incident ID**: ID-12345\n- **Date**: 2023-01-01\n- **Time**: 12:00 PM\n- **Location**: Example City\n- **Description**: Description of the incident."
+    },
+    {
+      "id": "maintenance_schedule",
+      "label": "Maintenance Schedule",
+      "instruction": "OUTPUT FORMAT: Write a structured maintenance schedule entry. Use a clear heading for the title and then list details such as Vehicle ID, Registration, Location, Manufacturing Date, and Maintenance Tasks. Separate sections should be clearly labeled and formatted consistently. Example:\n**Maintenance Schedule**\n- **Vehicle ID**: VID-12345\n- **Registration**: ABC-6789\n- **Location**: Example City\n- **Manufacturing Date**: 2020-01-01\n- **Tasks**:\n  - Task 1\n  - Task 2."
+    },
+    {
+      "id": "network_configuration_report",
+      "label": "Network Configuration Report",
+      "instruction": "OUTPUT FORMAT: Create a detailed network configuration report. Use a structured layout with sections for Location, Devices, Connections, and Notes. Each section should be clearly labeled, and the information should be formatted in a consistent manner. Example:\n**Network Configuration Report**\n- **Location**: Example City\n- **Devices**:\n  - Device 1: Details\n  - Device 2: Details\n- **Connections**:\n  - Connection 1: Details\n  - Connection 2: Details\n- **Notes**: Additional notes or comments."
+    },
+    {
+      "id": "transaction_record",
+      "label": "Transaction Record",
+      "instruction": "OUTPUT FORMAT: Write a structured transaction record. Use a heading for the title, followed by labeled sections for Transaction ID, Date, Time, Amount, Payment Method, and Notes. Each section should contain the relevant information. Example:\n**Transaction Record**\n- **Transaction ID**: TID-12345\n- **Date**: 2023-01-01\n- **Time**: 12:00 PM\n- **Amount**: $100.00\n- **Payment Method**: Credit Card\n- **Notes**: Description of the transaction."
+    },
+    {
+      "id": "shipping_policy",
+      "label": "Shipping Policy",
+      "instruction": "OUTPUT FORMAT: Provide a structured shipping policy document. Start with a title, followed by sections for Standard Delivery, Express Delivery, and Order Tracking. Each section should contain subsections for details like delivery time, cost, and tracking options. Example:\n**Shipping Policy**\n**Standard Delivery**:\n- Delivery Time: 3-7 business days\n- Cost: Free for orders over $50\n**Express Delivery**:\n- Delivery Time: 1-3 business days\n- Cost: $19.99\n**Order Tracking**:\n- Available for all orders\n- Use tracking number provided in the confirmation email."
+    },
+    {
+      "id": "prose_text_with_examples",
+      "label": "Prose Text with Embedded Examples",
+      "instruction": "OUTPUT FORMAT: Generate a natural prose text containing explanations and detailed examples. Ensure the examples are realistic and integrate seamlessly into the context, with the required entities naturally included. For instance, 'When setting up your account, use a username such as <USER_NAME>(\"john_doe123\") and a password like <PASSWORD>(\"P@ssw0rd\").'"
+    },
+    {
+      "id": "json_with_piis",
+      "label": "JSON with PII Fields",
+      "instruction": "OUTPUT FORMAT: Write a JSON object containing structured data fields. Each field should have a specific key and a value that includes the necessary entities. For example: {'username': '<USER_NAME>(\"john_doe123\")', 'password': '<PASSWORD>(\"P@ssw0rd\")'}."
+    },
+    {
+      "id": "step_by_step_instructions",
+      "label": "Step-by-step Instructions",
+      "instruction": "OUTPUT FORMAT: Provide a numbered list of step-by-step instructions. Each step should be concise and include the required entities as part of the instructions. For example: '1. Log in using the username <USER_NAME>(\"john_doe123\"). 2. Enter your password <PASSWORD>(\"P@ssw0rd\") when prompted.'"
+    },
+    {
+      "id": "structured_form_with_headers",
+      "label": "Structured Form with Headers",
+      "instruction": "OUTPUT FORMAT: Create a structured document divided into sections with headers. Each section should address a specific topic and include relevant entities. For example, 'Header: User Details. Content: Username: <USER_NAME>(\"john_doe123\"), Password: <PASSWORD>(\"P@ssw0rd\")'."
+    },
+    {
+      "id": "data_log_entries",
+      "label": "Data Log Entries",
+      "instruction": "OUTPUT FORMAT: Write a series of log entries, each representing an event or action. Each entry should be a timestamped record containing the required entities. For example: '2023-10-01 12:34:56 - User <USER_NAME>(\"john_doe123\") logged in from IP <IPV4>(\"192.168.1.1\").'"
+    },
+    {
+      "id": "structured_personal_data",
+      "label": "Structured Personal Data",
+      "instruction": "OUTPUT FORMAT: Provide a structured list of personal information fields, where each field is labeled with a clear and consistent label followed by a colon and the corresponding value. For example: 'Name: John Smith', 'Date of Birth: 1990-01-01'. Ensure each field is on its own line and all required entity types are included."
+    },
+    {
+      "id": "step_by_step_guide",
+      "label": "Step-by-Step Guide",
+      "instruction": "OUTPUT FORMAT: Present the information as a step-by-step guide or set of instructions. Number each step and describe the action to be taken. Ensure that all required entity types are incorporated naturally into the instructions as needed for clarity or context."
+    },
+    {
+      "id": "authentication_code_message",
+      "label": "Authentication Code Message",
+      "instruction": "OUTPUT FORMAT: Write a short, formal message providing an authentication or verification code. Include additional details such as the user or account name, timestamp, IP address, and expiry time. Format the message in plain text, clearly delineating each piece of information."
+    }
+  ]
+}

gretel-pii/knowledge/personas.json

@@ -0,0 +1,129 @@
+{
+  "personas": [
+    {
+      "id": "technical_writer",
+      "label": "Technical Writer",
+      "system_prompt": "You are a technical writer who specializes in creating clear and concise documentation for technical systems and processes. Use formal, precise language and organize information systematically. Avoid unnecessary embellishments or subjective commentary, focusing instead on accuracy and clarity."
+    },
+    {
+      "id": "customer_support_rep",
+      "label": "Customer Support Representative",
+      "system_prompt": "You are a customer support representative communicating with customers. Use a polite, empathetic, and professional tone, addressing concerns directly and clearly. Avoid technical jargon unless necessary, and focus on providing helpful and actionable responses."
+    },
+    {
+      "id": "legal_professional",
+      "label": "Legal Professional",
+      "system_prompt": "You are a legal professional drafting formal documents. Use precise legal terminology, maintain a highly formal tone, and ensure clarity and thoroughness. Avoid colloquialisms or casual language, adhering strictly to formal conventions."
+    },
+    {
+      "id": "healthcare_admin",
+      "label": "Healthcare Administrator",
+      "system_prompt": "You are a healthcare administrator documenting patient or regulatory information. Use formal, professional language with a focus on clarity and accuracy. Include all relevant details and maintain a tone suitable for medical or administrative records."
+    },
+    {
+      "id": "software_developer",
+      "label": "Software Developer",
+      "system_prompt": "You are a software developer documenting technical details about software or systems. Use precise and concise language, appropriate technical terminology, and a professional tone. Organize information clearly, catering to an audience of technical peers."
+    },
+    {
+      "id": "data_scientist",
+      "label": "Data Scientist",
+      "system_prompt": "You are a data scientist writing technical notes and documentation. Your tone is precise and detail-oriented, and you use a formal and structured language. Provide clear, concise explanations and use technical terms appropriately, ensuring your audience can understand complex data concepts."
+    },
+    {
+      "id": "legal_advisor",
+      "label": "Legal Advisor",
+      "system_prompt": "You are a legal advisor drafting documents and contracts. Your tone is highly formal and meticulous, with an emphasis on clarity, legal accuracy, and adherence to standard legal conventions. Avoid using informal language or ambiguous statements."
+    },
+    {
+      "id": "customer_service_manager",
+      "label": "Customer Service Manager",
+      "system_prompt": "You are a customer service manager responding to inquiries and issues. Your tone is professional yet approachable, ensuring the customer feels valued and understood. Provide clear instructions and reassurance to solve their problems efficiently."
+    },
+    {
+      "id": "technical_support_specialist",
+      "label": "Technical Support Specialist",
+      "system_prompt": "You are a technical support specialist providing assistance for technical issues. Your tone is professional and clear, avoiding technical jargon when possible unless the audience is known to understand it. Offer step-by-step solutions and guidance."
+    },
+    {
+      "id": "medical_researcher",
+      "label": "Medical Researcher",
+      "system_prompt": "You are a medical researcher documenting study results and findings. Your tone is academic and analytical, using technical medical terminology accurately. Provide detailed descriptions and ensure precision in reporting data and results."
+    },
+    {
+      "id": "it_specialist",
+      "label": "IT Specialist",
+      "system_prompt": "You are an IT Specialist responsible for managing and documenting technical information. Your writing style is precise, technical, and structured, using terminology specific to IT and cybersecurity. You communicate in a formal tone suitable for professional reports or documentation."
+    },
+    {
+      "id": "executive_manager",
+      "label": "Executive Manager",
+      "system_prompt": "You are an Executive Manager in a corporate environment. You write with a high level of formality and professionalism, using concise and impactful language. Your communications are geared towards leadership and decision-making audiences."
+    },
+    {
+      "id": "compliance_officer",
+      "label": "Compliance Officer",
+      "system_prompt": "You are a Compliance Officer responsible for regulatory and legal documentation. Your writing style is formal and detail-oriented, focusing on accuracy and adherence to legal standards. You avoid ambiguity and ensure all statements are clear and verifiable."
+    },
+    {
+      "id": "financial_analyst",
+      "label": "Financial Analyst",
+      "system_prompt": "You are a Financial Analyst writing detailed and structured financial reports. Your tone is formal and analytical, incorporating financial terminology and data-driven insights. You prioritize clarity and accuracy in presenting financial data."
+    },
+    {
+      "id": "blockchain_enthusiast",
+      "label": "Blockchain Enthusiast",
+      "system_prompt": "You are a blockchain enthusiast writing about blockchain technologies and cryptocurrency. Your tone is enthusiastic and slightly technical, suitable for an audience familiar with blockchain concepts. You use terminology specific to blockchain and cryptocurrencies, explaining technical details when necessary."
+    },
+    {
+      "id": "data_entry_clerk",
+      "label": "Data Entry Clerk",
+      "system_prompt": "You are a data entry clerk. Your writing style is straightforward and factual. You provide information in a structured format, often using bullet points or tables. Avoid unnecessary details and keep the tone neutral."
+    },
+    {
+      "id": "healthcare_professional",
+      "label": "Healthcare Professional",
+      "system_prompt": "You are a healthcare professional. Your tone is professional and empathetic. Use clear, precise language and avoid unnecessary jargon. When explaining medical information, ensure it is accessible to a lay audience."
+    },
+    {
+      "id": "it_admin",
+      "label": "IT System Administrator",
+      "system_prompt": "You are an IT system administrator responsible for managing and documenting network configurations and system security. Write in a technical, precise, and formal tone, utilizing industry-specific terminology and structured formatting where applicable. Avoid colloquial language, and ensure clarity and accuracy in your descriptions."
+    },
+    {
+      "id": "healthcare_policy_writer",
+      "label": "Healthcare Policy Writer",
+      "system_prompt": "You are a policy writer in the healthcare industry. Write clearly and formally, adhering to compliance and regulatory standards. Use precise and professional language to ensure the content is accessible to healthcare administrators and policy enforcers."
+    },
+    {
+      "id": "cybersecurity_specialist",
+      "label": "Cybersecurity Specialist",
+      "system_prompt": "You are a cybersecurity specialist providing documentation and insights regarding security protocols and incident response. Write in a technical and formal tone, using industry-standard terminology and formatting. Be precise and ensure all details are accurate and verifiable."
+    },
+    {
+      "id": "legal_documentation_writer",
+      "label": "Legal Documentation Writer",
+      "system_prompt": "You are a legal professional specializing in drafting contracts and legal documentation. Your tone is formal and authoritative, and your language is precise, with no room for ambiguity. Ensure the text adheres to legal standards and conventions."
+    },
+    {
+      "id": "customer_support_agent",
+      "label": "Customer Support Agent",
+      "system_prompt": "You are a customer support agent assisting clients with queries and issues. Write in a friendly, professional tone. Use clear and concise language, ensuring the customer feels valued and supported. Provide step-by-step instructions when applicable."
+    },
+    {
+      "id": "customer_service_rep",
+      "label": "Customer Service Representative",
+      "system_prompt": "You are a professional customer service representative. Your writing tone is friendly, approachable, and professional. Use clear and concise sentences, and ensure your language is supportive and understanding. Avoid jargon and keep the communication customer-focused."
+    },
+    {
+      "id": "data_entry_operator",
+      "label": "Data Entry Operator",
+      "system_prompt": "You are a data entry operator. Your writing style is focused on accuracy and detail. Use a straightforward and neutral tone, and ensure all information is presented clearly and systematically. Avoid unnecessary elaboration and keep the formatting consistent."
+    },
+    {
+      "id": "legal_document_writer",
+      "label": "Legal Document Writer",
+      "system_prompt": "You are a legal document writer. Your tone is formal, precise, and authoritative. Use professional legal terminology when appropriate and ensure all statements are clear and unambiguous. Maintain a structured and logical flow in your writing."
+    }
+  ]
+}

gretel-pii/knowledge/pii_variations.json

@@ -0,0 +1,485 @@
+[
+  {
+    "class_name": "MEDICAL_RECORD_NUMBER",
+    "definition": "A unique identifier assigned to an individual's medical record, used within healthcare systems to identify and retrieve patient information.",
+    "english_variations": [
+      "MRN-123456",
+      "MRN123456",
+      "MRN 123456"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "DATE_OF_BIRTH",
+    "definition": "The date on which an individual was born, typically formatted as YYYY-MM-DD or similar.",
+    "english_variations": [
+      "1985-05-10",
+      "19850510",
+      "10-05-1985",
+      "05/10/1985"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "SSN",
+    "definition": "A Social Security Number, a unique identifier issued to U.S. citizens and residents, formatted as XXX-XX-XXXX or similar.",
+    "english_variations": [
+      "123-45-6789",
+      "123456789",
+      "123 45 6789"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "FIRST_NAME",
+    "definition": "The given name or first name of an individual, used to identify them personally.",
+    "english_variations": [
+      "Maria"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "DATE",
+    "definition": "A specific calendar date, which may include the day, month, and year, formatted in various ways.",
+    "english_variations": [
+      "2023-03-15",
+      "03/15/2023",
+      "15-03-2023",
+      "March 15, 2023",
+      "2023.03.15"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "LAST_NAME",
+    "definition": "The LAST_NAME entity class represents the surname or family name of an individual, which is typically used as part of a full personal name.",
+    "english_variations": [
+      "Smith",
+      "smith",
+      "SMITH"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "EMAIL",
+    "definition": "The EMAIL entity class represents an electronic mail address used to send and receive digital messages.",
+    "english_variations": [
+      "john.doe@example.com",
+      "John.Doe@example.com",
+      "john.doe@EXAMPLE.COM"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "CUSTOMER_ID",
+    "definition": "The CUSTOMER_ID entity class represents a unique identifier assigned to a customer for the purpose of tracking transactions or records.",
+    "english_variations": [
+      "CUST123456",
+      "cust123456",
+      "CUST-123456"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "EMPLOYEE_ID",
+    "definition": "The EMPLOYEE_ID entity class represents a unique identifier assigned to an employee within an organization.",
+    "english_variations": [
+      "EMP000123",
+      "emp000123",
+      "EMP-000123"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "NAME",
+    "definition": "The NAME entity class represents the full name of an individual, which may include first, middle, and last names.",
+    "english_variations": [
+      "John A. Doe",
+      "John A Doe",
+      "John A., Doe"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "PHONE_NUMBER",
+    "definition": "A PHONE_NUMBER represents a numerical string or code used to identify a subscriber in a telecommunications network for communication purposes.",
+    "english_variations": [
+      "+1-800-555-0199",
+      "1-800-555-0199",
+      "800-555-0199",
+      "+1 (800) 555-0199",
+      "1 (800) 555-0199",
+      "800.555.0199",
+      "8005550199"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "IPV4",
+    "definition": "An IPV4 is a numerical label assigned to a device participating in a computer network that uses the Internet Protocol version 4 for communication.",
+    "english_variations": [
+      "192.168.1.1",
+      "192.168.001.001",
+      "192.168.1.001",
+      "192.168.001.1"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "STREET_ADDRESS",
+    "definition": "A STREET_ADDRESS is the description of a specific location, typically including the street name, building number, and sometimes additional details such as apartment or suite numbers.",
+    "english_variations": [
+      "123 Main St",
+      "123 Main Street",
+      "123 Main St.",
+      "123 Main"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "CREDIT_CARD_NUMBER",
+    "definition": "A CREDIT_CARD_NUMBER is a unique numerical sequence assigned to a payment card for identifying the cardholder and processing financial transactions.",
+    "english_variations": [
+      "4539 1488 0343 6467",
+      "4539-1488-0343-6467",
+      "4539148803436467",
+      "4539.1488.0343.6467"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "LICENSE_PLATE",
+    "definition": "A LICENSE_PLATE is an alphanumeric identifier assigned to a vehicle for identification purposes, typically affixed to the front and/or back of the vehicle.",
+    "english_variations": [
+      "ABC123",
+      "ABC-123",
+      "A-B-C-123",
+      "ABC 123"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "ADDRESS",
+    "definition": "A specific physical location or place where a person or organization resides or can be reached, typically including details like house number, street, city, state, and postal code.",
+    "english_variations": [
+      "123 Elm Street, Apt 4B, Springfield, IL 62704",
+      "123 Elm St., Apt. 4B, Springfield, IL 62704",
+      "123 Elm St Apt 4B, Springfield, IL 62704",
+      "123 Elm Street Apt 4B Springfield IL 62704"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "USER_NAME",
+    "definition": "A unique identifier or alias used by an individual to log into a system, application, or service.",
+    "english_variations": [
+      "john_doe",
+      "John_Doe",
+      "JOHN_DOE",
+      "john.doe",
+      "john-doe"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "BANK_ROUTING_NUMBER",
+    "definition": "A nine-digit number used to identify a financial institution in the United States for transactions like direct deposits, wire transfers, and automated payments.",
+    "english_variations": [
+      "267448103",
+      "267-448-103",
+      "267 448 103"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "DEVICE_IDENTIFIER",
+    "definition": "A unique numerical or alphanumeric code assigned to a hardware device to uniquely identify it within a network or system.",
+    "english_variations": [
+      "324835097109749",
+      "324-835-097-109-749",
+      "324 835 097 109 749"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "DATE_TIME",
+    "definition": "A specific point in time, typically represented by a date and time format.",
+    "english_variations": [
+      "2017-02-06T22:42:06.922556",
+      "2017-02-06 22:42:06.922556",
+      "06 Feb 2017 22:42:06.922556",
+      "2017/02/06 22:42:06.922556"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "UNIQUE_IDENTIFIER",
+    "definition": "A UNIQUE_IDENTIFIER is a specific string of characters or numbers used to uniquely identify an object, record, or entity in a dataset or system.",
+    "english_variations": [
+      "UID-7ONWMB8C",
+      "UID7ONWMB8C",
+      "uid-7onwmb8c",
+      "uid7onwmb8c"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "COMPANY_NAME",
+    "definition": "A COMPANY_NAME represents the name of a corporate entity or business organization.",
+    "english_variations": [
+      "Kim and Gutierrez",
+      "Kim & Gutierrez",
+      "Kim + Gutierrez",
+      "Kim & Co. Gutierrez"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "ACCOUNT_NUMBER",
+    "definition": "An ACCOUNT_NUMBER is a unique identifier assigned to a specific financial account held by an individual or entity.",
+    "english_variations": [
+      "ACCT-1234567890",
+      "ACCT1234567890",
+      "acct-1234567890",
+      "acct1234567890"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "BIOMETRIC_IDENTIFIER",
+    "definition": "A BIOMETRIC_IDENTIFIER refers to a unique identifier derived from a person's biometric data, such as fingerprints, retina scans, or facial recognition patterns.",
+    "english_variations": [
+      "BIO-2431205061",
+      "BIO2431205061",
+      "bio-2431205061",
+      "bio2431205061"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "CITY",
+    "definition": "A CITY is a human settlement of significant size and importance, typically a large town or urban area.",
+    "english_variations": [
+      "New York",
+      "NYC",
+      "N.Y.",
+      "New York City"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "CERTIFICATE_LICENSE_NUMBER",
+    "definition": "A certificate or license number is a unique identifier issued by an authority to certify or license an individual or entity for a specific purpose.",
+    "english_variations": [
+      "LIC-H5917935",
+      "LIC H5917935",
+      "LIC.H5917935",
+      "LIC_H5917935",
+      "LICH5917935"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "TIME",
+    "definition": "A time is a representation of a specific point in the day, expressed in hours, minutes, and optionally seconds, sometimes including a meridian indicator or timezone.",
+    "english_variations": [
+      "16:30:00",
+      "4:30 PM",
+      "16:30",
+      "4:30PM",
+      "16:30:00.000"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "POSTCODE",
+    "definition": "A postcode is a sequence of letters, digits, or both, assigned to a specific geographic area to facilitate mail sorting and delivery.",
+    "english_variations": [
+      "W1A 1AA",
+      "W1A1AA",
+      "W1A-1AA"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "VEHICLE_IDENTIFIER",
+    "definition": "A vehicle identifier, such as a Vehicle Identification Number (VIN), is a unique alphanumeric code used to identify individual motor vehicles.",
+    "english_variations": [
+      "1HGCM82633A123456",
+      "1HGC-M826-33A123456",
+      "1HGCM82633A123456",
+      "1HGC.M826.33A123456"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "COORDINATE",
+    "definition": "A coordinate is a set of numerical values that specify a specific point in a spatial reference system, often given as latitude and longitude.",
+    "english_variations": [
+      "37.7749, -122.4194",
+      "37° 46' 29.64\" N, 122° 25' 9.84\" W",
+      "37.7749°N, 122.4194°W",
+      "37.7749N 122.4194W",
+      "37.7749,-122.4194"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "COUNTRY",
+    "definition": "A country represents a recognized sovereign state or nation, typically designated by its name.",
+    "english_variations": [
+      "United States",
+      "United States of America",
+      "USA",
+      "U.S.A.",
+      "America"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "IPV6",
+    "definition": "An IPv6 address is a unique identifier assigned to a device for communication over an IPv6 network.",
+    "english_variations": [
+      "2001:0db8:85a3:0000:0000:8a2e:0370:7334",
+      "2001:db8:85a3::8a2e:370:7334",
+      "2001:DB8:85A3::8A2E:370:7334"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "API_KEY",
+    "definition": "An API key is a unique identifier used to authenticate requests associated with a particular application or user.",
+    "english_variations": [
+      "sl.ABCDEFGH12345678ijklmnopQRSTUV"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "PASSWORD",
+    "definition": "A password is a string of characters used for authenticating a user to access a system, application, or service.",
+    "english_variations": [
+      "P@ssw0rd!"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "NATIONAL_ID",
+    "definition": "A national ID represents a unique identifier issued by a government to its citizens or residents for identification purposes.",
+    "english_variations": [
+      "123-45-6789",
+      "123 45 6789",
+      "123456789"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "HEALTH_PLAN_BENEFICIARY_NUMBER",
+    "definition": "A unique identifier assigned to an individual within a health insurance plan to track their eligibility and benefits.",
+    "english_variations": [
+      "HPBN-70724037",
+      "HPBN70724037",
+      "hpbn-70724037",
+      "hpbn70724037"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "SWIFT_BIC",
+    "definition": "An 8 or 11-character alphanumeric code that identifies a specific bank or financial institution in international wire transfers.",
+    "english_variations": [
+      "CHASUS33",
+      "CHASUS33XXX",
+      "chasus33",
+      "chasus33xxx"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "STATE",
+    "definition": "A territorial entity within a country, often with its own government and boundaries.",
+    "english_variations": [
+      "California",
+      "CA"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "TAX_ID",
+    "definition": "A numerical identifier used by a government for tax-related purposes, assigned to individuals or organizations.",
+    "english_variations": [
+      "001234567",
+      "00-1234567",
+      "001-23-4567"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "URL",
+    "definition": "A reference to a web resource specifying its location on a computer network and a mechanism for retrieving it.",
+    "english_variations": [
+      "https://www.example.com/",
+      "http://example.com",
+      "www.example.com",
+      "example.com"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "CVV",
+    "definition": "A CVV (Card Verification Value) is a numerical code typically found on the back of a credit or debit card, used to verify the card during online or card-not-present transactions.",
+    "english_variations": [
+      "763"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "PIN",
+    "definition": "A PIN (Personal Identification Number) is a numerical code used to authenticate a user to a secure system or device.",
+    "english_variations": [
+      "2451"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  }
+]

gretel-pii/knowledge/scenarios.json

@@ -0,0 +1,106 @@
+{
+  "text_scenarios": [
+    "A patient filling out a medical history form at a clinic, including their name, date of birth, and insurance details.",
+    "An employee submitting an expense report for a business trip, detailing travel dates, destinations, and associated costs.",
+    "A lawyer drafting a contract for a client, specifying the client’s personal and business information.",
+    "An IT support team member documenting a system access request for an employee, including the employee's ID and contact details.",
+    "A real estate agent preparing a lease agreement for a tenant, containing the tenant's name, address, and phone number.",
+    "A customer service representative creating a service ticket for a customer complaint, recording the customer's name, contact information, and the details of the issue.",
+    "A hospital administrator updating patient records with new insurance and contact details.",
+    "A financial advisor preparing a portfolio summary for a client, including their name, account numbers, and investment details.",
+    "A school administrator registering a new student, capturing their name, date of birth, and guardian contact information.",
+    "A payroll officer generating pay stubs for employees, including their ID numbers, bank account details, and salary information.",
+    "A bank creating a monthly credit card statement for its customer, including details like account number, transaction history, and billing address.",
+    "An HR department processing a tax declaration form for an employee, which includes their SSN, address, and date of birth.",
+    "A logistics company preparing a delivery note for a shipment, specifying sender and recipient addresses, phone numbers, and delivery dates.",
+    "A healthcare provider generating a patient's medical report, containing their medical record number, date of birth, and health insurance details.",
+    "An e-commerce platform issuing an invoice for a customer's online purchase, including their name, email address, and billing information.",
+    "A software company creating a user access log report that tracks IP addresses, login times, and account IDs.",
+    "A financial institution issuing a loan agreement to a client, containing the client's name, SSN, and loan details.",
+    "A school sending out enrollment confirmation letters to students, including their names, student IDs, and assigned classes.",
+    "A utility company issuing a utility bill to a customer, detailing their account number, service address, and billing period.",
+    "A travel agency preparing a travel itinerary for a customer, including flight details, passport number, and contact information.",
+    "A customer submitting an online order form for delivery to their residential address.",
+    "An employee filling out a medical leave request form with their personal and health information.",
+    "A government agency preparing a passport application for a citizen.",
+    "A financial institution creating a loan agreement document for a client.",
+    "An IT department logging a security incident report involving user credentials and access logs.",
+    "A retail company issuing an invoice for a customer's purchase including payment details.",
+    "A legal firm drafting a power of attorney document for a client.",
+    "A human resources department updating employee records with new hire details.",
+    "A healthcare provider generating a medical test result report for a patient.",
+    "A logistics company processing a shipment order with sender and recipient details.",
+    "A hospital preparing a discharge summary for a patient, including their medical record number, date of birth, and diagnosis.",
+    "A financial advisor drafting an investment report for a client, detailing their full name, account number, and investment history.",
+    "A logistics company generating a shipment invoice, including the recipient's name, address, and contact information.",
+    "An HR department processing a leave request form with an employee's name, employee ID, and dates of leave.",
+    "A bank compiling a loan application document with the applicant's name, social security number, and income details.",
+    "A healthcare professional filling out a patient's medical record including their date of birth and medical history.",
+    "An employee submitting a tax document including their social security number and home address.",
+    "A customer providing billing information such as credit card number and billing address for a service subscription.",
+    "A financial advisor preparing a report for a client, including their account numbers and investment details.",
+    "An HR manager creating an employment contract containing the employee's full name, address, and date of birth.",
+    "A real estate agent drafting a rental agreement including the tenant's contact information and ID number.",
+    "A government agency processing a citizenship application with personal details such as name, address, and national ID.",
+    "A teacher filling out a student enrollment form with the student's name, date of birth, and parent's contact information.",
+    "A traveler completing a visa application form including their passport number and travel history.",
+    "A bank issuing a statement to a customer with their account number and recent transactions.",
+    "An HR representative preparing an onboarding package for a new hire, including address, email, and emergency contact details.",
+    "An employee submitting a reimbursement form for work-related expenses, including bank account details for direct deposit.",
+    "A hospital administrator filing a patient admission report containing medical history, insurance details, and emergency contacts.",
+    "A customer service representative drafting a response to a customer complaint, referencing the customer's contact information and account details.",
+    "A procurement officer preparing an invoice for a vendor, listing company tax ID, address, and banking information."
+  ],
+  "dialogue_scenarios": [
+    "A patient and a receptionist discussing scheduling an appointment, including providing the patient's name, date of birth, and contact number.",
+    "A customer and a sales representative negotiating the terms of a contract, including the customer's business details and payment preferences.",
+    "An employee and their manager discussing a leave request, including the employee's personal details and the requested dates.",
+    "An IT support technician assisting an employee with resetting their system access password, requiring the employee's identification details.",
+    "A tenant and a landlord discussing the terms of a lease renewal, including the tenant's name and updated contact information.",
+    "A client and a lawyer discussing the details of a legal case, including personal and case-specific information.",
+    "An HR representative and a new hire reviewing onboarding documents, including the new hire's personal details and employment contract.",
+    "A student and an academic advisor planning the student’s schedule, including the student's ID and course preferences.",
+    "A customer and a financial institution representative discussing a loan application, including the customer's financial history and identification details.",
+    "A patient and a doctor reviewing a treatment plan, including the patient's medical history and insurance coverage.",
+    "An HR representative and a new hire discussing the completion of onboarding forms, including tax information and emergency contacts.",
+    "A customer support agent and a client resolving an issue with a billing discrepancy on their utility account.",
+    "A healthcare provider and a patient discussing updating the patient's contact information and insurance details.",
+    "An IT helpdesk technician assisting an employee in resetting their email password and verifying their identity.",
+    "A bank teller and a customer discussing the requirements for opening a new savings account, including ID verification and initial deposit details.",
+    "A sales representative and a client negotiating the terms of a service contract, involving the client's business details and payment terms.",
+    "A property manager and a tenant discussing the renewal of a lease agreement, including address confirmation and payment schedule.",
+    "A teacher and a parent discussing a student's progress report and updating emergency contact information.",
+    "An insurance agent and a policyholder discussing the details of a claim, including the policyholder's personal details and the incident report.",
+    "A travel consultant and a client finalizing the details of a vacation package, including the client's passport information and travel preferences.",
+    "A customer service representative and a client discussing the delivery address for an online order.",
+    "An HR manager and an employee discussing the details required for health insurance enrollment.",
+    "A bank officer and a customer going over the application for a personal loan.",
+    "An IT support technician and an employee troubleshooting access to a secure system.",
+    "A healthcare provider and a patient confirming details for a scheduled medical appointment.",
+    "A legal advisor and a client discussing terms for a contractual agreement.",
+    "A customer support agent and a client resolving a billing discrepancy.",
+    "A recruiter and a job applicant going over the onboarding paperwork.",
+    "A logistics coordinator and a client arranging details for a shipment.",
+    "A sales representative and a customer confirming specifications for a custom order.",
+    "A call between a customer service representative and a client verifying their identity using their date of birth and account number.",
+    "A conversation between an IT support technician and an employee resetting their work email password.",
+    "A discussion between a travel agent and a customer booking a flight, confirming their name, passport number, and travel dates.",
+    "A meeting between a project manager and a contractor discussing a work agreement, including the contractor's tax ID and payment terms.",
+    "A phone call between a billing department and a patient clarifying charges on a medical invoice.",
+    "An HR officer and a new employee discussing the completion of their tax withholding form.",
+    "A call between a customer service agent and a client to verify the client's identity by confirming their address and last transaction.",
+    "A conversation between a doctor and a patient regarding the patient's medical history and upcoming appointment details.",
+    "An IT support agent assisting an employee in resetting their account password, confirming their username and date of birth for security.",
+    "A bank representative explaining account opening requirements to a new customer, including the need for identification and proof of address.",
+    "A discussion between a financial consultant and a client about updating their contact information and account preferences.",
+    "A teacher speaking with a parent about their child's emergency contact details and medical conditions.",
+    "A real estate agent and a potential tenant discussing the rental application process and required documentation.",
+    "A government clerk assisting an applicant in filling out a social benefits application form, including their family details and income information.",
+    "A travel agent confirming a customer's booking details, including their passport number and travel dates.",
+    "An HR manager and a new employee discussing required documents for payroll setup, including social security number and direct deposit information.",
+    "A customer and a support agent discussing account recovery, requiring confirmation of the customer's email address and phone number.",
+    "A doctor and a patient coordinating a follow-up appointment, confirming the patient's address and insurance details.",
+    "An IT support staff and an employee resolving a login issue, verifying the employee's username and security question answers.",
+    "A recruiter and a job candidate discussing onboarding requirements, including the candidate's address and identification documents."
+  ]
+}

nemotron-pii/failures.json

@@ -0,0 +1,32 @@
+[
+  {
+    "id": "base_0014",
+    "type": "generation_failure",
+    "language": "en",
+    "source_text": "**User Account and Transaction Services**\n\n**Temporary Password Notification**\n\n**User ID:** zakaria.ramos\n\n**Temporary Password:** b9M!k7Lp#5nXz3\n\n**Expiration Date:** 15/09/2026\n\n**Security Instruct"
+  },
+  {
+    "id": "base_0025",
+    "type": "generation_failure",
+    "language": "en",
+    "source_text": "I, Zoraida, a secretary administrative assistant, residing at 82 S Gilly St, Saratoga Springs, 84045, am submitting this Claim Reconsideration Form for policy number. On the date of loss, I experience"
+  },
+  {
+    "id": "base_0118",
+    "type": "generation_failure",
+    "language": "en",
+    "source_text": "**Berks County**\n\n**Date:** 07/15/2024\n\n**Subject:** Notification of Casualty\n\nDear Recipient,\n\nIt is with profound regret that we inform you of the passing of Roberto Santiago, a laborer freight stoc"
+  },
+  {
+    "id": "base_0126",
+    "type": "generation_failure",
+    "language": "en",
+    "source_text": "| **Participant Information** |  |\n|---------------------------|----------|\n| First Name | Ryan |\n| Last Name | Holden |\n| Email | ryan.holden15@gmail.com |\n| Employee ID | 23-58291 |\n| Occupation | s"
+  },
+  {
+    "id": "base_0200",
+    "type": "generation_failure",
+    "language": "en",
+    "source_text": "**Author Interview Transcript**\n\n**Date:** 2023-11-15\n\n**Time:** 19:45:23+01:00\n\n**Participants:**\n- Product Expert: Andrew Prestia\n- Author: User Name: ap0987\n\n**Interview Questions and Responses:**\n"
+  }
+]

nemotron-pii/knowledge/entity_types.json

@@ -0,0 +1,277 @@
+[
+  {
+    "Class": "FIRST_NAME",
+    "Definition": "A first name is a given name used to identify an individual, typically preceding their family name.",
+    "Examples": "John, Sarah, Michael, Emily, David, Jessica, Daniel, Ashley, Robert, Amanda"
+  },
+  {
+    "Class": "DATE",
+    "Definition": "A date represents a specific day, month, and year in the calendar.",
+    "Examples": "2024-01-01, March 15, 2023, 15/07/2026, 12.31.2024, May 5, 2025, 01/15/2024, 2026-06-15, 09/15/2023, Fri, 15 Jun 2024"
+  },
+  {
+    "Class": "LAST_NAME",
+    "Definition": "A last name is a family name or surname used to identify individuals as part of a family or lineage.",
+    "Examples": "Smith, Johnson, Brown, Taylor, Anderson, Lee, Martin, Davis, Harris, Thompson"
+  },
+  {
+    "Class": "COMPANY_NAME",
+    "Definition": "A company name is the official title of a business entity.",
+    "Examples": "TechCorp, GreenLeaf Consulting, Oceanic Ventures, Starline Shipping, Axis Healthcare, Zenith Solutions, Harmony Financial, NovaTech, BrightFuture Education, Summit Engineering"
+  },
+  {
+    "Class": "EMAIL",
+    "Definition": "An email address is a unique identifier for an electronic mail account, used to send and receive emails.",
+    "Examples": "jane.doe@example.com, user123@domain.org, admin@company.co.uk, contact@service.net, info@business.com, support@website.io, mail@provider.us, hello@startup.ai, account@securemail.org, feedback@platform.biz"
+  },
+  {
+    "Class": "URL",
+    "Definition": "A URL (Uniform Resource Locator) is a specific string of characters that identifies a location on the internet, such as a web page, file, or service.",
+    "Examples": "https://example.com, ftp://ftp.example.org/resource.txt, http://localhost:8080/index.html, https://secure.site.net/login, https://api.example.com/v1/resources"
+  },
+  {
+    "Class": "OCCUPATION",
+    "Definition": "An occupation refers to a person's job or profession, describing the type of work they do.",
+    "Examples": "teacher, software engineer, nurse, data scientist, construction worker"
+  },
+  {
+    "Class": "TIME",
+    "Definition": "A time entity represents a specific point or duration in time, such as a clock time or a period.",
+    "Examples": "08:00 AM, 15:45, noon, 30 minutes, 5 seconds"
+  },
+  {
+    "Class": "PHONE_NUMBER",
+    "Definition": "A phone number is a string of digits used to identify a telephone line for communication.",
+    "Examples": "123-456-7890, +44 20 7946 0958, (555) 867-5309, +1-800-123-4567, 9876543210"
+  },
+  {
+    "Class": "COUNTRY",
+    "Definition": "A country is a distinct territorial body or political entity recognized as an independent nation.",
+    "Examples": "Canada, Japan, Brazil, India, Australia"
+  },
+  {
+    "Class": "CUSTOMER_ID",
+    "Definition": "A unique identifier assigned to a customer for record-keeping purposes.",
+    "Examples": "SM-42815, 5037129481, CUS098213, 147258396, SM-43901"
+  },
+  {
+    "Class": "CITY",
+    "Definition": "A human settlement with defined boundaries, typically larger than a town or village.",
+    "Examples": "Yareem, Menan, Eisenstadt, Silver Spring, New York"
+  },
+  {
+    "Class": "STATE",
+    "Definition": "A defined territorial area that is part of a federal or sovereign country.",
+    "Examples": "FL, California, Texas, MI, NY"
+  },
+  {
+    "Class": "DATE_OF_BIRTH",
+    "Definition": "The specific date on which a person was born.",
+    "Examples": "1973-01-10, 1966-08-14, 1991-10-07, 1962-07-13, 1979-12-14"
+  },
+  {
+    "Class": "STREET_ADDRESS",
+    "Definition": "The specific location of a residence or business, including house number and street name.",
+    "Examples": "789 Elm Street, 175 West Rene Drive, 789 Maple Avenue, Avenida Brasilia 456, 1234 Elm Street"
+  },
+  {
+    "Class": "ACCOUNT_NUMBER",
+    "Definition": "A unique numerical or alphanumeric identifier assigned to a specific account, such as a bank account or a customer account, used for identification and transactions.",
+    "Examples": "FR72-1234-5678-9012-3456-78, 7259813469, 257-148-9324, 236410-81927345, 75329164, 1234-5678-9012-3456, 9876543210, GB29NWBK60161331926819, 123-456-789, 0011223344556677"
+  },
+  {
+    "Class": "USER_NAME",
+    "Definition": "A unique identifier chosen by or assigned to a user to represent their identity within a system, application, or platform.",
+    "Examples": "TheresaSniper22, fnwong, ej1985, nihal.perera, Don.Gordon, user12345, jane_doe, johnsmith92, coolcoder99, alpha.beta"
+  },
+  {
+    "Class": "DATE_TIME",
+    "Definition": "A specific point in time, represented in various formats, including date and time components.",
+    "Examples": "2023-05-15T09:30:00, 2025-05-22T23:07:11, 2025-07-25T11:46:37, 2023-09-21T00:12:02, 2024-07-15T04:50:58, 2023-10-15T14:30:00, 2023-11-07T16:45:00, 2024-01-01T00:00:00, 2024-12-31T23:59:59, 2025-06-30T08:15:00"
+  },
+  {
+    "Class": "CREDIT_DEBIT_CARD",
+    "Definition": "A unique 16-digit number found on credit or debit cards, used for financial transactions and identification.",
+    "Examples": "4928 0431 6572 1987, 5234 1876 3921 4567, 5421 3892 7564 1023, 4716 3251 8946 7031, 4921 0774 3215 6897, 4111 1111 1111 1111, 6011 0009 9013 9424, 3530 1113 3330 0000, 5555 5555 5555 4444, 3782 822463 10005"
+  },
+  {
+    "Class": "BIOMETRIC_IDENTIFIER",
+    "Definition": "A unique identifier derived from a biometric characteristic of an individual, such as a fingerprint, iris scan, or facial recognition template.",
+    "Examples": "BIO-5724813960, M45678912345, M48593762195, BIO-4762859132, M67429381527, BIO-1234567890, BIO-0987654321, M12345678901, M98765432123, BIO-5678901234"
+  },
+  {
+    "Class": "MEDICAL_RECORD_NUMBER",
+    "Definition": "A unique identifier assigned to an individual's medical records by a healthcare provider or system, used to organize and retrieve patient information.",
+    "Examples": "0006529873, 0014892375, 1723-45-8962, MRN-589341, 1847-23-7823"
+  },
+  {
+    "Class": "EMPLOYMENT_STATUS",
+    "Definition": "A description of an individual's current work situation, such as full-time, part-time, unemployed, or retired.",
+    "Examples": "terminated, full-time, part-time, self-employed, unemployed, retired"
+  },
+  {
+    "Class": "HEALTH_PLAN_BENEFICIARY_NUMBER",
+    "Definition": "A unique identifier assigned to an individual who is a beneficiary of a health insurance plan, used to track and manage their insurance coverage.",
+    "Examples": "3KL2-PE9-NG15, TXMCD12345678, A429-8W7-MK31, G46823759-02, CA-0001234567"
+  },
+  {
+    "Class": "EDUCATION_LEVEL",
+    "Definition": "The highest level of education an individual has completed or is currently pursuing, such as high school, undergraduate, or postgraduate.",
+    "Examples": "graduate degree, associate's degree, high school, some college, 9th to 12th grade, no diploma"
+  },
+  {
+    "Class": "RACE_ETHNICITY",
+    "Definition": "A categorization of an individual's heritage, ethnicity, or racial background, often based on physical characteristics or cultural heritage.",
+    "Examples": "white, Korean, Lombard, African American, Hispanic, Asian"
+  },
+  {
+    "Class": "EMPLOYEE_ID",
+    "Definition": "A unique identifier assigned to an employee within an organization, often used for tracking and administrative purposes.",
+    "Examples": "009271, MKT-7834, MK4567, MK7926A, MKT-6391"
+  },
+  {
+    "Class": "LANGUAGE",
+    "Definition": "A system of communication used by a particular community or country, consisting of spoken, written, or signed expressions.",
+    "Examples": "Singlish, Arabic, Breton, French, Spanish"
+  },
+  {
+    "Class": "COUNTY",
+    "Definition": "An administrative division within a state or country, often used for local governance and jurisdiction.",
+    "Examples": "Ramsey County, New York County, Contra Costa County, Monmouth County, Allen County"
+  },
+  {
+    "Class": "BANK_ROUTING_NUMBER",
+    "Definition": "A numerical code used to identify a specific financial institution in a transaction, especially in the United States.",
+    "Examples": "801234567, 291200546, 632101289, 702108532, 621015489"
+  },
+  {
+    "Class": "COORDINATE",
+    "Definition": "A pair of numerical values that specify a location on the Earth's surface, usually represented as latitude and longitude.",
+    "Examples": "36.2145, 51.2436, 36.7782,-119.4179, 42.3314,-83.0458, 35.7798,-78.6398, 18.7875,98.9908"
+  },
+  {
+    "Class": "GENDER",
+    "Definition": "The GENDER entity represents the self-identified or legally recognized gender of an individual.",
+    "Examples": "female, male, non-binary, genderqueer, transgender, agender, bigender, two-spirit, genderfluid, intersex"
+  },
+  {
+    "Class": "AGE",
+    "Definition": "The AGE entity represents the number of years an individual has lived, typically expressed as an integer.",
+    "Examples": "25, 37, 18, 60, 42, 33, 29, 54, 21, 45"
+  },
+  {
+    "Class": "PASSWORD",
+    "Definition": "The PASSWORD entity represents a string of characters used for authentication or security purposes, usually containing a combination of letters, numbers, and symbols.",
+    "Examples": "MyP@ssw0rd!, XyZ@1234, 8kP#m5Q@7tY2z, StrongPass2023#, N9s@P5mLk$, K9l!xM4pR$2t, River2023$, P@ssw0rd!, Secr3tKey#, T3mpP@ss!"
+  },
+  {
+    "Class": "PIN",
+    "Definition": "The PIN entity represents a numeric code used for security and access control, typically composed of digits.",
+    "Examples": "1234, 5678, 4321, 0000, 1982, 693378, 483856, 739518, 712489, 2468"
+  },
+  {
+    "Class": "FAX_NUMBER",
+    "Definition": "The FAX_NUMBER entity represents a phone number used to send and receive fax transmissions.",
+    "Examples": "+966 7 3218 4378, 65 6247 3760, 872-802-3377, 2245-6955, +386 4 2765 231, +1-202-555-0182, +44 20 7946 0958, +81 3-6821-3333, 555-0199, +49 30 123456"
+  },
+  {
+    "Class": "POLITICAL_VIEW",
+    "Definition": "Represents a person's political ideology, party affiliation, or general political stance.",
+    "Examples": "KANU supporter, Fiscal conservative, social liberal, Social justice advocate, Gaullist, Lao People's Revolutionary Party member, Democratic Socialist, Libertarian, Green Party advocate, Centrist"
+  },
+  {
+    "Class": "POSTCODE",
+    "Definition": "Represents a postal code or ZIP code used in a mailing address.",
+    "Examples": "48759, 48705, 01843, 1229, 49735, 90210, 10001, 30301, 60601, 94105"
+  },
+  {
+    "Class": "RELIGIOUS_BELIEF",
+    "Definition": "Represents a person's religious affiliation or belief system.",
+    "Examples": "Presbyterian, Dutch Reformed, Evangelical, Ibadism, other religion, Catholic, Sunni Islam, Hinduism, Buddhism, Agnosticism"
+  },
+  {
+    "Class": "IPV4",
+    "Definition": "Represents an IPv4 address, a numerical label assigned to devices in a computer network using the Internet Protocol.",
+    "Examples": "185.123.56.24, 212.27.91.54, 134.219.87.69, 186.209.249.150, 185.123.99.22, 192.168.1.1, 10.0.0.1, 172.16.0.1, 8.8.8.8, 203.0.113.0"
+  },
+  {
+    "Class": "SSN",
+    "Definition": "Represents a Social Security Number, a nine-digit number issued to U.S. citizens, permanent residents, and temporary working residents for identification.",
+    "Examples": "388-44-2951, 456-30-1188, 541-23-6463, 149-34-8346, 234-876-555, 123-45-6789, 987-65-4321, 111-22-3333, 222-33-4444, 333-44-5555"
+  },
+  {
+    "Class": "SWIFT_BIC",
+    "Definition": "A SWIFT/BIC code is an alphanumeric identifier used to specify a particular bank or financial institution in international transactions.",
+    "Examples": "WZYLUS8T901, ZYXAAF48R6B, FLMNSE4Q9T2, RNDPPE58Z, ZXPBRU78Q, CHASUS33XXX, DEUTDEFFXXX, HSBCGB2LXXX, CITIUS33XXX, BARCGB22XXX"
+  },
+  {
+    "Class": "BLOOD_TYPE",
+    "Definition": "A blood type is a classification of blood based on the presence or absence of antibodies and inherited antigenic substances on the surface of red blood cells.",
+    "Examples": "B-, B+, A+, O+, AB-, AB+, A-, O-"
+  },
+  {
+    "Class": "HTTP_COOKIE",
+    "Definition": "An HTTP cookie is a small piece of data stored on the user's computer by the web browser while browsing a website, used for storing session information or user preferences.",
+    "Examples": "_utm=UT1.2.173284902.1623457689, pref_notifications=disabled, csrf_token=zxk7m2pwj1q9, token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9, jwt_token=eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ, sessionid=38afes7a8, rememberme=yes, user_id=12345, lang=en-US, theme=dark"
+  },
+  {
+    "Class": "CVV",
+    "Definition": "A CVV (Card Verification Value) is a security feature for card-not-present payment card transactions, consisting of a three or four-digit number printed on the card.",
+    "Examples": "217, 967, 889, 256, 500, 123, 456, 789, 101, 202"
+  },
+  {
+    "Class": "API_KEY",
+    "Definition": "An API key is a unique identifier used to authenticate requests associated with a particular user or application to an API.",
+    "Examples": "api_dev_8jL2P5hBnMzRdQ9sKtU3nW6kX1cRzYV, gT5mX8kP7rZq2WnYjBvLdF9HcQeUjR1i, svc_test_2LpR5mZkW6EyUvNtX8GdF7c9QrMl1Bh, api_dev_jH2kLm4nQwP7tZ1sXm9bR8v5YnUjK0Wq, svc_prod_4mBnK7lZvXtRcMp9F1WaLtSjE6ZtL9Q, key_1234567890abcdef, token_abcdef1234567890, devkey_xyz987654321, testkey_123abc456def, prodkey_789xyz123abc"
+  },
+  {
+    "Class": "VEHICLE_IDENTIFIER",
+    "Definition": "A unique alphanumeric code assigned to a vehicle for identification purposes, commonly known as a VIN (Vehicle Identification Number).",
+    "Examples": "1N4KP57F16H201875, ZFA3G54J6E2145678, WP0AZ2G98KL543210, 2FAKJ49L1JF875643, 5N1KX9F62JJ012345"
+  },
+  {
+    "Class": "MAC_ADDRESS",
+    "Definition": "A hardware address that uniquely identifies a device on a network, typically represented as six groups of two hexadecimal digits separated by colons or hyphens.",
+    "Examples": "00:14:22:7A:B3:D8, 00:32:AC:1F:7B:9E, 00:0C:29:1A:7B:4F, ED:2C:BC:4F:6A:9B, 00:1B:63:AB:CD:EF"
+  },
+  {
+    "Class": "LICENSE_PLATE",
+    "Definition": "A unique identifier assigned to a vehicle, displayed on a physical plate attached to the vehicle, used for legal identification.",
+    "Examples": "MP 09 QW 1468, D DD 9812, LU 5412 PL, 4GTL672, 3KJ740"
+  },
+  {
+    "Class": "SEXUALITY",
+    "Definition": "A characteristic that describes an individual's sexual orientation or preference.",
+    "Examples": "lesbian, straight, bisexual, heteroromantic, gay"
+  },
+  {
+    "Class": "IPV6",
+    "Definition": "An Internet Protocol address version 6, expressed as eight groups of four hexadecimal digits, separated by colons, used for identifying devices on a network.",
+    "Examples": "6c4a:b2f1:3d9e:7a5c:1e8b:c4f7:5d2b:d8a1, 2001:0db8:5a3b:0000::1234:5678, 3f57:b1c4:d9a2:f6e8:3c7b:5d2e:9a4f:7b2c, f5a2:7b4c:9d6e:1f2a:3e5b:c78d:9f1e:6a3b, 4d8f:9a2b:5c1e:6d3f:8e9a:7b4c:3d6e:1f8a"
+  },
+  {
+    "Class": "CERTIFICATE_LICENSE_NUMBER",
+    "Definition": "A unique alphanumeric code assigned to an individual or organization that represents a certification, license, or other official authorization.",
+    "Examples": "17583209, CERT-835290-45, 98721546, WA-ENG-821954, TX-987341-56, LIC-2023-07-15, MD-9876-1234, FL-ENG-5678, ENG-2021-0001, CERT-00002-2022"
+  },
+  {
+    "Class": "NATIONAL_ID",
+    "Definition": "A unique identifier issued by a government to its citizens or residents, used for identification purposes.",
+    "Examples": "KP 69 34 12 8, CI 9102 0345 67 89 1, 74521968123, 4018-574-2981, 572-38-1964, 123-45-6789, A123456789, GHB-1234567, NL-987654321, ZY-012345678"
+  },
+  {
+    "Class": "DEVICE_IDENTIFIER",
+    "Definition": "A unique code or identifier assigned to a specific device, used for identification or tracking purposes.",
+    "Examples": "865472031485724, d5a7b3e2c9f1a8d4, 490154203237518, 9c1a3e00-6f88-4a5b-9a6b-2f3c8d7e4a5f, 234159321456780, 1234abcd5678efgh, DE-98765432-12, AA-BB-CC-DD-EE-FF, 0123456789abcdef, UUID-1234-5678-9012"
+  },
+  {
+    "Class": "UNIQUE_ID",
+    "Definition": "A unique identifier that is used to identify a particular entity, record, or object.",
+    "Examples": "1029384756, VQ82XP79ZT, c92f77b3-24a2-4b39-8d2b-7a9f5a3c8b6e, 9f83a4a8-6b4f-4b57-9d4a-44e6b2f7a96c, 2c6f217a-1b3a-43d7-bf65-3c37f5b1e4a7, A1B2C3D4E5F6, ID-1234567890, TOKEN-0987654321, USER-0001-2023, UUID-5678-1234-9012"
+  },
+  {
+    "Class": "TAX_ID",
+    "Definition": "A number assigned by a government for tax identification purposes, used by individuals or entities for filing taxes.",
+    "Examples": "489 521 673, 910013513851, 38-4245963, 963-58-7214, 110702731001, 123-45-6789, 987654321, 987-65-4321, 001-23-4567, 567890123"
+  }
+]

nemotron-pii/knowledge/formats.json

@@ -0,0 +1,164 @@
+{
+  "formats": [
+    {
+      "id": "incident_report",
+      "label": "Incident Report",
+      "instruction": "OUTPUT FORMAT: Compose a structured incident report documenting an event involving a person or persons. Start with an introductory statement summarizing the incident, followed by a detailed description of the events in chronological order. Ensure to include all relevant entity details, such as names, dates, locations, and contact information, in their respective sections. Use headers to separate different sections of the report."
+    },
+    {
+      "id": "insurance_policy",
+      "label": "Insurance Policy Document",
+      "instruction": "OUTPUT FORMAT: Write a formal insurance policy document that includes the policyholder's information, policy details, terms and conditions, and contact information. Ensure to use clear and concise language, and include all specified entity information in appropriate sections of the document."
+    },
+    {
+      "id": "customer_support_ticket",
+      "label": "Customer Support Ticket",
+      "instruction": "OUTPUT FORMAT: Create a customer support ticket format, starting with a unique ticket ID and customer details, followed by a description of the problem and any relevant information such as dates, times, and transaction details. Conclude with a section for troubleshooting steps, resolution status, and agent notes. Ensure all required entities are incorporated naturally within the ticket."
+    },
+    {
+      "id": "interview_transcript",
+      "label": "Interview Transcript",
+      "instruction": "OUTPUT FORMAT: Generate a formal interview transcript including an introductory paragraph about the interviewee, followed by a question-and-answer section. Clearly separate each question and answer, and ensure the content naturally integrates the required entities."
+    },
+    {
+      "id": "invoice_table",
+      "label": "Invoice Table",
+      "instruction": "OUTPUT FORMAT: Create a tabular invoice document with headers for each data field (e.g., Invoice Date, Account Number, Customer ID, etc.). Ensure all required entities are included in the table, and format the data neatly for clarity and readability."
+    },
+    {
+      "id": "structured_table",
+      "label": "Structured Table",
+      "instruction": "OUTPUT FORMAT: Create a table with clearly labeled columns and rows. Each column should have a header describing the data it contains, and each row should represent a distinct record. Populate the table with realistic data, ensuring all required entity types are included. For example:\n\n| Name               | Date of Birth | Email                    |\n|--------------------|---------------|--------------------------|\n| John Doe           | 1987-05-15    | john.doe@example.com     |"
+    },
+    {
+      "id": "formal_letter",
+      "label": "Formal Letter",
+      "instruction": "OUTPUT FORMAT: Write a formal letter. The letter should start with a salutation (e.g., 'Dear [Recipient's Name],'), followed by a structured body with paragraphs addressing the topic. Conclude the letter with a closing statement (e.g., 'Sincerely,') and a signature line. Include all required entity types in a natural and logical manner."
+    },
+    {
+      "id": "dialogue",
+      "label": "Dialogue",
+      "instruction": "OUTPUT FORMAT: Write a realistic back-and-forth dialogue between at least two individuals. Format each speaker's turn on its own line as 'SpeakerRole: message content'. Ensure the dialogue naturally incorporates all required entity types."
+    },
+    {
+      "id": "informational_article",
+      "label": "Informational Article",
+      "instruction": "OUTPUT FORMAT: Write an informational article with a clear structure including a title, an introductory paragraph, several body paragraphs, and a conclusion. Use headings to separate sections if applicable. The article should naturally integrate all required entity types."
+    },
+    {
+      "id": "data_form",
+      "label": "Data Form",
+      "instruction": "OUTPUT FORMAT: Create a structured form with labeled fields for each piece of information. Clearly separate sections for different categories of data, such as 'Personal Details,' 'Contact Information,' or 'Transaction Details.' Populate the form with realistic data for each field, ensuring all required entity types are represented."
+    },
+    {
+      "id": "incident_log",
+      "label": "Incident Log",
+      "instruction": "OUTPUT FORMAT: Create a log entry for an incident report. The format should include clear, timestamped sections for the event description, actions taken, and any follow-up required. Include structured data fields for date, time, location, individuals involved, and a detailed description of the incident. Example: \"Incident Report: [Event Description], Date: [DATE], Time: [TIME], Location: [LOCATION], Involved: [NAMES].\""
+    },
+    {
+      "id": "api_documentation",
+      "label": "API Documentation",
+      "instruction": "OUTPUT FORMAT: Write an API documentation entry. Structure the output with sections for 'Endpoint', 'Description', 'Parameters', and 'Responses'. Include detailed explanations and examples for each section. The documentation should be clear and provide all necessary details for developers to understand how to use the API. Example: \"Endpoint: /api/v1/resource [GET/POST], Description: Retrieves/creates a resource. Parameters: { 'key': 'description' }, Responses: { 'status_code': 'description' }.\""
+    },
+    {
+      "id": "customer_ticket",
+      "label": "Customer Support Ticket",
+      "instruction": "OUTPUT FORMAT: Write a customer support ticket. Include fields for ticket ID, customer details, issue description, and resolution status. Structure the output in a formal, organized manner with headers for each section. Ensure all relevant details are included to describe the customer's issue and the resolution steps. Example: \"**Ticket ID:** [ID], **Customer Name:** [NAME], **Issue:** [DESCRIPTION], **Resolution:** [STEPS TAKEN].\""
+    },
+    {
+      "id": "onboarding_guide",
+      "label": "Onboarding Guide",
+      "instruction": "OUTPUT FORMAT: Write a customer onboarding guide. The guide should include a welcome letter, step-by-step account setup instructions, and an overview of available features. Structure the output with clear section headers and provide detailed, user-friendly instructions. Example: \"## Welcome Letter, Dear [NAME], Welcome to [SERVICE]! ## Account Setup Instructions, Step 1: [INSTRUCTION], Step 2: [INSTRUCTION].\""
+    },
+    {
+      "id": "fitness_log",
+      "label": "Fitness Log",
+      "instruction": "OUTPUT FORMAT: Write a fitness log entry. Include fields for date, time, exercise type, duration, intensity, and personal notes. Structure the output in a tabular format with labeled columns for each field. Provide a detailed and clear record of the fitness activity. Example: \"| Date | Time | Exercise Type | Duration | Intensity | Notes |, | [DATE] | [TIME] | [TYPE] | [DURATION] | [INTENSITY] | [NOTES] |.\""
+    },
+    {
+      "id": "survey_form",
+      "label": "Survey Form",
+      "instruction": "OUTPUT FORMAT: Present the information as a structured survey form. Each section should have a title, followed by questions or fields with their corresponding responses. Use bullet points or numbering to organize the content. Ensure all required entity types are included naturally within the form fields."
+    },
+    {
+      "id": "demographic_summary",
+      "label": "Demographic Summary",
+      "instruction": "OUTPUT FORMAT: Summarize the demographic data in a narrative style, using complete sentences to describe trends and observations. Provide a structured layout with headings for sections like 'General Information,' 'Cultural Background,' and 'Additional Information.' Ensure all required entity types are included seamlessly within the text."
+    },
+    {
+      "id": "structured_entry",
+      "label": "Structured Entry",
+      "instruction": "OUTPUT FORMAT: Present the information as a structured data entry with clearly labeled fields. Use a consistent format for headings and subheadings, and align the data logically within each section. Ensure all required entity types are included in their respective fields."
+    },
+    {
+      "id": "dialogue_format",
+      "label": "Dialogue Format",
+      "instruction": "OUTPUT FORMAT: Write a realistic dialogue between two or more participants. Format each speaker's turn on its own line with their role or name, followed by their statement. Ensure all required entity types are integrated naturally within the dialogue exchanges."
+    },
+    {
+      "id": "contract",
+      "label": "Formal Contract",
+      "instruction": "OUTPUT FORMAT: Write a formal contract document consisting of numbered sections and clauses. Each section should be clearly titled and structured with paragraphs that explain the terms, rights, and obligations of the parties involved. Include placeholders for signatures and dates at the end of the document. For example:\n\n**Contract Agreement**\n\n**1. Parties Involved**\nThis agreement is made between <Party A> and <Party B>. [...]"
+    },
+    {
+      "id": "financial_statement",
+      "label": "Detailed Financial Statement",
+      "instruction": "OUTPUT FORMAT: Write a financial statement containing structured sections such as account holder information, account summary, and transaction summary. Use a tabular format for transaction details and ensure clarity in presenting financial data. For example:\n\n**Account Holder Information:**\n- Name: John Doe\n- Account Number: 12345\n\n**Account Summary:**\n- Balance: $10,000.00\n\n**Transaction Summary:**\n| Date       | Description       | Amount   |\n|------------|-------------------|----------|\n| 2023-01-01 | Deposit           | $500.00  |\n| 2023-02-01 | Withdrawal        | -$200.00 |"
+    },
+    {
+      "id": "technical_documentation",
+      "label": "Technical Documentation",
+      "instruction": "OUTPUT FORMAT: Write technical documentation for a specific product or service. Include sections such as an introduction, specifications, user instructions, and contact information. Use bullet points or numbered lists where appropriate. For example:\n\n**Introduction**\nThis document provides guidelines for the setup and operation of the product.\n\n**Specifications:**\n- Weight: 1.2kg\n- Dimensions: 10x5x2 cm\n\n**User Instructions:**\n1. Unbox the product.\n2. Connect to the power source. [...]"
+    },
+    {
+      "id": "invoice",
+      "label": "Invoice",
+      "instruction": "OUTPUT FORMAT: Create an invoice document containing the billing details, services or products provided, and the total amount due. Include sections for the invoice number, date, customer details, itemized list of charges, and payment terms. For example:\n\n**Invoice**\n- Invoice Number: 1234\n- Date: 2023-01-01\n- Customer Name: John Doe\n\n**Itemized Charges:**\n| Item Description | Quantity | Unit Price | Total Price |\n|------------------|----------|------------|-------------|\n| Service A        | 1        | $100.00    | $100.00     |\n\n**Total Amount Due:** $100.00"
+    },
+    {
+      "id": "user_manual",
+      "label": "User Manual",
+      "instruction": "OUTPUT FORMAT: Write a user manual for a device or software, structured into sections such as an introduction, features, setup instructions, and troubleshooting. Use numbered steps for instructions and provide clear, concise descriptions. For example:\n\n**Introduction**\nWelcome to the product user manual.\n\n**Features**\n- Feature 1: Description\n- Feature 2: Description\n\n**Setup Instructions:**\n1. Step 1: Do this.\n2. Step 2: Do that. [...]"
+    },
+    {
+      "id": "bullet_list",
+      "label": "Bullet List",
+      "instruction": "OUTPUT FORMAT: Provide the information in a bullet-point list format. Each item in the list should clearly present one piece of information, using a consistent structure for similar data types. For instance, each person's data can be a separate list item, and each item can contain sub-points for details. Example: - Person: [Name] - Age: [Age] - Address: [Address]. Ensure all entity types are included."
+    },
+    {
+      "id": "structured_report",
+      "label": "Structured Report",
+      "instruction": "OUTPUT FORMAT: Present the information as a structured report, with sections and subsections clearly marked. Use headings and subheadings to organize the content, and provide detailed information in paragraphs or tables within each section. Example: Section 1: Overview - Details. Section 2: Analysis - More details. Ensure all entity types are included in relevant sections."
+    },
+    {
+      "id": "event_log",
+      "label": "Event Log",
+      "instruction": "OUTPUT FORMAT: Write the information as an event log. Each log entry should include a timestamp, a brief description of the event, and detailed information about the entities involved. Use a consistent format for the timestamps and ensure all required entity types are mentioned in the relevant log entries."
+    },
+    {
+      "id": "biometric_report",
+      "label": "Biometric Forensics Report",
+      "instruction": "OUTPUT FORMAT: Generate a detailed forensic report analyzing biometric data. Include sections for transaction details, biometric identifiers, associated devices, and procedural methodologies. Structure the output with clear headers and use descriptive paragraphs to provide explanations. Ensure all required entity types are embedded naturally in the narrative."
+    },
+    {
+      "id": "device_registration_form",
+      "label": "Device Registration Form",
+      "instruction": "OUTPUT FORMAT: Create a form format specifically for device registration. Include labeled fields for user ID, device identifier, registration date, user name, customer ID, and contact details. Format as a structured form with clear sections and appropriate placeholders for entity values."
+    },
+    {
+      "id": "workout_journal",
+      "label": "Workout Journal Entry",
+      "instruction": "OUTPUT FORMAT: Write a workout journal entry. Include sections for date, customer ID, workout details, biometric data, and exercise performance. Use a structured format with headings for each section and provide details under each heading, ensuring all required entity types are naturally incorporated."
+    },
+    {
+      "id": "lab_specimen_label",
+      "label": "Lab Specimen Label",
+      "instruction": "OUTPUT FORMAT: Generate a label for a lab specimen. Include patient details, specimen type, collection date and time, and unique identifiers. Use a concise format with labeled fields for each piece of information, suitable for printing on a physical label."
+    },
+    {
+      "id": "tax_invoice",
+      "label": "Property Tax Invoice",
+      "instruction": "OUTPUT FORMAT: Write a property tax invoice. Include sections for issue date, property address, tax ID, customer ID, and payment details. Structure the output with a clear header, labeled fields for information, and a summary section at the end. Ensure all required entity types are present and logically placed."
+    }
+  ]
+}

nemotron-pii/knowledge/personas.json

@@ -0,0 +1,149 @@
+{
+  "personas": [
+    {
+      "id": "corporate_analyst",
+      "label": "Corporate Analyst",
+      "system_prompt": "You are a corporate analyst writing reports and documentation. Your tone is formal and concise, with a focus on presenting data and analysis clearly. Use a structured format and professional terminology, avoiding unnecessary embellishments."
+    },
+    {
+      "id": "helpdesk_representative",
+      "label": "Helpdesk Representative",
+      "system_prompt": "You are a helpdesk representative responding to customer inquiries. Your tone is friendly and supportive, using clear and simple language. Provide instructions in a step-by-step manner and always ensure the customer feels valued and understood."
+    },
+    {
+      "id": "legal_advisor",
+      "label": "Legal Advisor",
+      "system_prompt": "You are a legal advisor drafting documents and correspondence. Your tone is formal and precise, using legal terminology appropriately. Ensure that your writing is clear, authoritative, and adheres to professional standards for legal communication."
+    },
+    {
+      "id": "healthcare_provider",
+      "label": "Healthcare Provider",
+      "system_prompt": "You are a healthcare provider writing medical records and patient instructions. Your tone is professional and empathetic, with clear and concise language. Focus on accuracy and readability, ensuring that patients can easily understand their care instructions."
+    },
+    {
+      "id": "marketing_specialist",
+      "label": "Marketing Specialist",
+      "system_prompt": "You are a marketing specialist crafting promotional content. Your tone is engaging and persuasive, using creative language to capture the audience's interest. Employ a conversational style when addressing the audience directly, and focus on highlighting key benefits and calls to action."
+    },
+    {
+      "id": "technical_writer",
+      "label": "Technical Writer",
+      "system_prompt": "You are a technical writer who specializes in creating clear, concise, and structured documentation for various audiences. Your tone is formal and professional, and you aim for clarity and precision. Use standardized terminology and avoid unnecessary jargon. Your writing should be easy to follow and well-organized, with logical flow and appropriate formatting for manuals and guidelines."
+    },
+    {
+      "id": "customer_service_rep",
+      "label": "Customer Service Representative",
+      "system_prompt": "You are a friendly and empathetic customer service representative. Your tone is approachable and helpful, and you prioritize addressing customer concerns clearly and efficiently. Use simple and positive language, avoiding technical jargon unless necessary, and ensure your responses are concise and customer-focused."
+    },
+    {
+      "id": "data_entry_clerk",
+      "label": "Data Entry Clerk",
+      "system_prompt": "You are a meticulous data entry clerk. Your writing is factual, concise, and focused on presenting information accurately. Avoid subjective language or unnecessary elaboration. Your tone is neutral and professional, and you ensure all details are correct and formatted properly."
+    },
+    {
+      "id": "healthcare_admin",
+      "label": "Healthcare Administrator",
+      "system_prompt": "You are a healthcare administrator responsible for managing patient and organizational records. Your tone is professional and empathetic, balancing formality with accessibility. Use clear and precise language to ensure information is conveyed accurately and sensitively. Avoid unnecessary medical jargon unless addressing professionals in the field."
+    },
+    {
+      "id": "vacation_sales_rep",
+      "label": "Vacation Sales Representative",
+      "system_prompt": "You are an enthusiastic vacation sales representative. Your tone is upbeat and persuasive, aiming to excite and inform the customer. Use engaging and descriptive language to highlight the benefits and unique aspects of the vacation packages you are offering. Be professional but maintain a friendly and inviting demeanor."
+    },
+    {
+      "id": "technical_editor",
+      "label": "Technical Editor",
+      "system_prompt": "You are a technical editor specializing in creating precise and clear documentation. Use concise language, structured formatting, and technical terminology appropriate for professional manuals or guides. Ensure accuracy and maintain a neutral and formal tone."
+    },
+    {
+      "id": "social_media_manager",
+      "label": "Social Media Manager",
+      "system_prompt": "You are a social media manager creating engaging and lively content. Use a conversational tone, employ hashtags, emojis, and call-to-action phrases. Keep the language accessible and maintain a friendly vibe."
+    },
+    {
+      "id": "compliance_officer",
+      "label": "Compliance Officer",
+      "system_prompt": "You are a compliance officer drafting reports and forms. Use a professional and formal tone, ensure the language is precise and unambiguous, and adhere to regulatory standards. Avoid colloquialisms and keep the structure logical and thorough."
+    },
+    {
+      "id": "creative_writer",
+      "label": "Creative Writer",
+      "system_prompt": "You are a creative writer crafting engaging narratives. Use vivid language, creative metaphors, and an expressive tone. Experiment with sentence structures and maintain a captivating flow that keeps the reader interested."
+    },
+    {
+      "id": "data_scientist",
+      "label": "Data Scientist",
+      "system_prompt": "You are a data scientist crafting technical documents and analysis reports. Use precise and formal language, incorporate technical jargon related to data science, and maintain a clear and structured format. Your tone should be professional and analytical."
+    },
+    {
+      "id": "customer_care",
+      "label": "Customer Care Representative",
+      "system_prompt": "You are a customer care representative responding to customer inquiries. Use polite and empathetic language, keep the tone friendly and approachable, and focus on addressing customer concerns effectively. Avoid using technical jargon unless necessary."
+    },
+    {
+      "id": "legal_clerk",
+      "label": "Legal Clerk",
+      "system_prompt": "You are a legal clerk drafting official documents and correspondence. Use highly formal and structured language, maintain a neutral tone, and ensure all content is clear, concise, and adheres to legal standards."
+    },
+    {
+      "id": "healthcare_researcher",
+      "label": "Healthcare Researcher",
+      "system_prompt": "You are a healthcare researcher writing reports and summaries. Use formal language with specific medical and scientific terminology, maintain a neutral and professional tone, and ensure that the information is presented in a structured and factual manner."
+    },
+    {
+      "id": "marketing_executive",
+      "label": "Marketing Executive",
+      "system_prompt": "You are a marketing executive crafting promotional content. Use engaging and persuasive language, include industry-specific terms, and maintain a confident and enthusiastic tone to appeal to your target audience."
+    },
+    {
+      "id": "technical_documentation_writer",
+      "label": "Technical Documentation Writer",
+      "system_prompt": "You are a technical documentation writer specializing in crafting clear, concise, and structured guides for software and hardware products. Use precise and consistent terminology, maintain a formal and neutral tone, and organize information logically with headings, bullet points, and tables as needed. Your writing should be easy to follow and focused on aiding the user in accomplishing their goals efficiently."
+    },
+    {
+      "id": "corporate_policy_writer",
+      "label": "Corporate Policy Writer",
+      "system_prompt": "You are a corporate policy writer responsible for drafting formal and comprehensive policy documents for internal and external use. Write in a highly formal, professional tone, using clear and precise language. Ensure that your writing adheres to legal and regulatory standards, and include detailed sections with headings and subheadings to structure the document effectively."
+    },
+    {
+      "id": "customer_support_specialist",
+      "label": "Customer Support Specialist",
+      "system_prompt": "You are a customer support specialist crafting responses to customer inquiries and concerns. Your tone is polite, empathetic, and professional, using accessible and straightforward language. Your writing should aim to address the customer's needs clearly and provide actionable solutions or next steps."
+    },
+    {
+      "id": "marketing_content_creator",
+      "label": "Marketing Content Creator",
+      "system_prompt": "You are a marketing content creator developing engaging and persuasive content for campaigns and promotional materials. Use a friendly and energetic tone, incorporate a conversational style when appropriate, and aim to capture the audience's attention while promoting the brand effectively."
+    },
+    {
+      "id": "financial_report_writer",
+      "label": "Financial Report Writer",
+      "system_prompt": "You are a financial report writer creating detailed summaries of financial data and performance. Your tone is formal and objective, with a focus on accuracy and clarity. Use tables, bullet points, and graphs where appropriate to present data in a digestible format, and ensure your writing adheres to professional standards in finance reporting."
+    },
+    {
+      "id": "financial_advisor",
+      "label": "Financial Advisor",
+      "system_prompt": "You are a professional financial advisor. Write in a confident and persuasive tone suitable for a financial industry audience. Use clear and concise language, ensuring accuracy and professionalism in your content."
+    },
+    {
+      "id": "medical_practitioner",
+      "label": "Medical Practitioner",
+      "system_prompt": "You are a professional medical practitioner. Write in a formal and precise tone, focusing on clarity and accuracy, especially when explaining medical conditions, treatments, or patient details."
+    },
+    {
+      "id": "insurance_agent",
+      "label": "Insurance Agent",
+      "system_prompt": "You are a professional insurance agent. Write in a professional yet approachable tone, using clear and customer-friendly language. Explain details thoroughly to ensure understanding."
+    },
+    {
+      "id": "tech_support",
+      "label": "Technical Support Specialist",
+      "system_prompt": "You are a technical support specialist. Write in an informative and helpful tone, using clear and concise language. Focus on providing step-by-step instructions or solutions to technical issues."
+    },
+    {
+      "id": "it_network_admin",
+      "label": "IT Network Administrator",
+      "system_prompt": "You are an IT Network Administrator. Your writing is technical and precise, often involving structured formats like lists or code snippets. Use formal, clear language and include technical jargon appropriate to IT and networking contexts. Ensure your tone is professional and focused on conveying accurate, detailed information."
+    }
+  ]
+}

nemotron-pii/knowledge/pii_variations.json

@@ -0,0 +1,644 @@
+[
+  {
+    "class_name": "FIRST_NAME",
+    "definition": "A first name is a given name used to identify an individual, typically preceding their family name.",
+    "english_variations": [
+      "John",
+      "john",
+      "JOHN",
+      "John.",
+      "John!"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "DATE",
+    "definition": "A date represents a specific day, month, and year in the calendar.",
+    "english_variations": [
+      "2024-01-01",
+      "01/01/2024",
+      "1 January 2024",
+      "January 1, 2024",
+      "01-Jan-2024"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "LAST_NAME",
+    "definition": "A last name is a family name or surname used to identify individuals as part of a family or lineage.",
+    "english_variations": [
+      "Smith",
+      "smith",
+      "SMITH",
+      "Smith.",
+      "Smith!"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "COMPANY_NAME",
+    "definition": "A company name is the official title of a business entity.",
+    "english_variations": [
+      "TechCorp",
+      "Tech Corp",
+      "Tech-Corp",
+      "Tech.Corp",
+      "TechCorp Inc."
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "EMAIL",
+    "definition": "An email address is a unique identifier for an electronic mail account, used to send and receive emails.",
+    "english_variations": [
+      "jane.doe@example.com",
+      "jane.doe (at) example (dot) com",
+      "jane.doe[at]example.com",
+      "jane(dot)doe@example.com",
+      "jane_doe@example.com"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "URL",
+    "definition": "A URL (Uniform Resource Locator) is a specific string of characters that identifies a location on the internet, such as a web page, file, or service.",
+    "english_variations": [
+      "https://example.com",
+      "https://example.com/",
+      "https://example.com/index.html",
+      "HTTPS://EXAMPLE.COM",
+      "https://EXAMPLE.com"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "OCCUPATION",
+    "definition": "An occupation refers to a person's job or profession, describing the type of work they do.",
+    "english_variations": [
+      "Software Engineer",
+      "software engineer",
+      "Software-Engineer",
+      "software-engineer",
+      "SoftwareEngineer"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "TIME",
+    "definition": "A time entity represents a specific point or duration in time, such as a clock time or a period.",
+    "english_variations": [
+      "08:00 AM",
+      "8:00 AM",
+      "08:00 a.m.",
+      "8:00 a.m.",
+      "08:00"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "PHONE_NUMBER",
+    "definition": "A phone number is a string of digits used to identify a telephone line for communication.",
+    "english_variations": [
+      "(555) 123-4567",
+      "555-123-4567",
+      "555.123.4567",
+      "5551234567",
+      "+1 555 123 4567"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "COUNTRY",
+    "definition": "A country is a distinct territorial body or political entity recognized as an independent nation.",
+    "english_variations": [
+      "United States of America",
+      "USA",
+      "U.S.A.",
+      "America",
+      "United States"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "CUSTOMER_ID",
+    "definition": "A unique identifier assigned to a customer for record-keeping purposes.",
+    "english_variations": [
+      "SM-42815",
+      "SM42815",
+      "SM 42815"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "CITY",
+    "definition": "A human settlement with defined boundaries, typically larger than a town or village.",
+    "english_variations": [
+      "New York",
+      "new york",
+      "NewYork",
+      "new-york"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "STATE",
+    "definition": "A defined territorial area that is part of a federal or sovereign country.",
+    "english_variations": [
+      "California",
+      "CA",
+      "Calif.",
+      "Cal."
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "DATE_OF_BIRTH",
+    "definition": "The specific date on which a person was born.",
+    "english_variations": [
+      "1973-01-10",
+      "01/10/1973",
+      "10th January 1973",
+      "January 10, 1973"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "STREET_ADDRESS",
+    "definition": "The specific location of a residence or business, including house number and street name.",
+    "english_variations": [
+      "789 Elm Street",
+      "789 Elm St.",
+      "789 Elm St",
+      "789 Elm St,"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "ACCOUNT_NUMBER",
+    "definition": "A unique numerical or alphanumeric identifier assigned to a specific account, such as a bank account or a customer account, used for identification and transactions.",
+    "english_variations": [
+      "1234-5678-9012-3456",
+      "1234567890123456",
+      "1234 5678 9012 3456",
+      "1234.5678.9012.3456"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "USER_NAME",
+    "definition": "A unique identifier chosen by or assigned to a user to represent their identity within a system, application, or platform.",
+    "english_variations": [
+      "johnsmith92",
+      "JohnSmith92",
+      "john.smith92",
+      "John.Smith92"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "DATE_TIME",
+    "definition": "A specific point in time, represented in various formats, including date and time components.",
+    "english_variations": [
+      "2023-05-15T09:30:00",
+      "2023/05/15 09:30:00",
+      "May 15, 2023 09:30",
+      "15 May 2023 09:30:00"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "CREDIT_DEBIT_CARD",
+    "definition": "A unique 16-digit number found on credit or debit cards, used for financial transactions and identification.",
+    "english_variations": [
+      "4928 0431 6572 1987",
+      "4928043165721987",
+      "4928-0431-6572-1987",
+      "4928.0431.6572.1987"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "BIOMETRIC_IDENTIFIER",
+    "definition": "A unique identifier derived from a biometric characteristic of an individual, such as a fingerprint, iris scan, or facial recognition template.",
+    "english_variations": [
+      "BIO-1234567890",
+      "BIO1234567890",
+      "BIO 1234567890"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "MEDICAL_RECORD_NUMBER",
+    "definition": "A unique identifier assigned to an individual's medical records by a healthcare provider or system, used to organize and retrieve patient information.",
+    "english_variations": [
+      "0006529873",
+      "000-652-9873",
+      "000 652 9873",
+      "000.652.9873"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "EMPLOYMENT_STATUS",
+    "definition": "A description of an individual's current work situation, such as full-time, part-time, unemployed, or retired.",
+    "english_variations": [
+      "full-time",
+      "full time",
+      "Full-Time",
+      "Full time",
+      "fulltime"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "HEALTH_PLAN_BENEFICIARY_NUMBER",
+    "definition": "A unique identifier assigned to an individual who is a beneficiary of a health insurance plan, used to track and manage their insurance coverage.",
+    "english_variations": [
+      "TXMCD12345678",
+      "TX-MCD-12345678",
+      "TXMCD-12345678",
+      "TX.MCD.12345678"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "EDUCATION_LEVEL",
+    "definition": "The highest level of education an individual has completed or is currently pursuing, such as high school, undergraduate, or postgraduate.",
+    "english_variations": [
+      "graduate degree",
+      "Graduate Degree",
+      "Graduate degree"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "RACE_ETHNICITY",
+    "definition": "A categorization of an individual's heritage, ethnicity, or racial background, often based on physical characteristics or cultural heritage.",
+    "english_variations": [
+      "African American",
+      "African-American",
+      "african american",
+      "african-american"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "EMPLOYEE_ID",
+    "definition": "A unique identifier assigned to an employee within an organization, often used for tracking and administrative purposes.",
+    "english_variations": [
+      "MKT-7834",
+      "MKT7834",
+      "mkt-7834",
+      "mkt7834"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "LANGUAGE",
+    "definition": "A system of communication used by a particular community or country, consisting of spoken, written, or signed expressions.",
+    "english_variations": [
+      "French"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "COUNTY",
+    "definition": "An administrative division within a state or country, often used for local governance and jurisdiction.",
+    "english_variations": [
+      "Ramsey County",
+      "Ramsey Co.",
+      "Ramsey Cty.",
+      "Ramsey"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "BANK_ROUTING_NUMBER",
+    "definition": "A numerical code used to identify a specific financial institution in a transaction, especially in the United States.",
+    "english_variations": [
+      "801234567",
+      "80-1234567",
+      "80.1234567",
+      "801-234-567"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "COORDINATE",
+    "definition": "A pair of numerical values that specify a location on the Earth's surface, usually represented as latitude and longitude.",
+    "english_variations": [
+      "36.7782,-119.4179",
+      "36.7782 -119.4179",
+      "36°46'41\"N 119°25'04\"W"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "GENDER",
+    "definition": "The GENDER entity represents the self-identified or legally recognized gender of an individual.",
+    "english_variations": [
+      "male",
+      "Male",
+      "MALE"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "AGE",
+    "definition": "The AGE entity represents the number of years an individual has lived, typically expressed as an integer.",
+    "english_variations": [
+      "25",
+      "25 years",
+      "25 yrs.",
+      "twenty-five"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "PASSWORD",
+    "definition": "The PASSWORD entity represents a string of characters used for authentication or security purposes, usually containing a combination of letters, numbers, and symbols.",
+    "english_variations": [
+      "MyP@ssw0rd!",
+      "myp@ssw0rd!",
+      "MYP@SSW0RD!"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "PIN",
+    "definition": "The PIN entity represents a numeric code used for security and access control, typically composed of digits.",
+    "english_variations": [
+      "1234",
+      "1 2 3 4",
+      "1-2-3-4",
+      "123-4"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "FAX_NUMBER",
+    "definition": "The FAX_NUMBER entity represents a phone number used to send and receive fax transmissions.",
+    "english_variations": [
+      "+1-202-555-0182",
+      "1-202-555-0182",
+      "+1 (202) 555-0182",
+      "202-555-0182",
+      "+1 202 555 0182"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "POLITICAL_VIEW",
+    "definition": "Represents a person's political ideology, party affiliation, or general political stance.",
+    "english_variations": [
+      "Social justice advocate",
+      "social justice advocate",
+      "Social Justice Advocate"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "POSTCODE",
+    "definition": "Represents a postal code or ZIP code used in a mailing address.",
+    "english_variations": [
+      "90210",
+      "90210-0000"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "RELIGIOUS_BELIEF",
+    "definition": "Represents a person's religious affiliation or belief system.",
+    "english_variations": [
+      "Catholic",
+      "catholic",
+      "Roman Catholic"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "IPV4",
+    "definition": "Represents an IPv4 address, a numerical label assigned to devices in a computer network using the Internet Protocol.",
+    "english_variations": [
+      "192.168.1.1"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "SSN",
+    "definition": "Represents a Social Security Number, a nine-digit number issued to U.S. citizens, permanent residents, and temporary working residents for identification.",
+    "english_variations": [
+      "123-45-6789",
+      "123456789",
+      "123 45 6789",
+      "123.45.6789"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "SWIFT_BIC",
+    "definition": "A SWIFT/BIC code is an alphanumeric identifier used to specify a particular bank or financial institution in international transactions.",
+    "english_variations": [
+      "CHASUS33XXX",
+      "CHASUS33",
+      "CHASUS33-XXX"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "BLOOD_TYPE",
+    "definition": "A blood type is a classification of blood based on the presence or absence of antibodies and inherited antigenic substances on the surface of red blood cells.",
+    "english_variations": [
+      "O+",
+      "O positive",
+      "O-Plus"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "HTTP_COOKIE",
+    "definition": "An HTTP cookie is a small piece of data stored on the user's computer by the web browser while browsing a website, used for storing session information or user preferences.",
+    "english_variations": [
+      "sessionid=38afes7a8",
+      "sessionid=38afes7a8;",
+      "sessionid=38afes7a8 (secure)"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "CVV",
+    "definition": "A CVV (Card Verification Value) is a security feature for card-not-present payment card transactions, consisting of a three or four-digit number printed on the card.",
+    "english_variations": [
+      "123",
+      "123 (CVV)",
+      "123-CVV"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "API_KEY",
+    "definition": "An API key is a unique identifier used to authenticate requests associated with a particular user or application to an API.",
+    "english_variations": [
+      "api_dev_8jL2P5hBnMzRdQ9sKtU3nW6kX1cRzYV",
+      "api-dev-8jL2P5hBnMzRdQ9sKtU3nW6kX1cRzYV",
+      "api.dev.8jL2P5hBnMzRdQ9sKtU3nW6kX1cRzYV"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "VEHICLE_IDENTIFIER",
+    "definition": "A unique alphanumeric code assigned to a vehicle for identification purposes, commonly known as a VIN (Vehicle Identification Number).",
+    "english_variations": [
+      "1N4KP57F16H201875",
+      "1N4KP-57F16-H201875",
+      "1N4KP57F16H-201875"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "MAC_ADDRESS",
+    "definition": "A hardware address that uniquely identifies a device on a network, typically represented as six groups of two hexadecimal digits separated by colons or hyphens.",
+    "english_variations": [
+      "00:14:22:7A:B3:D8",
+      "00-14-22-7A-B3-D8",
+      "0014.227A.B3D8"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "LICENSE_PLATE",
+    "definition": "A unique identifier assigned to a vehicle, displayed on a physical plate attached to the vehicle, used for legal identification.",
+    "english_variations": [
+      "MP 09 QW 1468",
+      "MP09 QW1468",
+      "MP09QW1468",
+      "MP-09-QW-1468"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "SEXUALITY",
+    "definition": "A characteristic that describes an individual's sexual orientation or preference.",
+    "english_variations": [
+      "lesbian"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "IPV6",
+    "definition": "An Internet Protocol address version 6, expressed as eight groups of four hexadecimal digits, separated by colons, used for identifying devices on a network.",
+    "english_variations": [
+      "6c4a:b2f1:3d9e:7a5c:1e8b:c4f7:5d2b:d8a1",
+      "6c4a:b2f1:3d9e:7a5c:1e8b:c4f7:5d2b:d8a1",
+      "6C4A:B2F1:3D9E:7A5C:1E8B:C4F7:5D2B:D8A1"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "CERTIFICATE_LICENSE_NUMBER",
+    "definition": "A unique alphanumeric code assigned to an individual or organization that represents a certification, license, or other official authorization.",
+    "english_variations": [
+      "CERT-835290-45",
+      "CERT 835290 45",
+      "CERT/835290/45",
+      "CERT83529045"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "NATIONAL_ID",
+    "definition": "A unique identifier issued by a government to its citizens or residents, used for identification purposes.",
+    "english_variations": [
+      "123-45-6789",
+      "123 45 6789",
+      "123456789"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "DEVICE_IDENTIFIER",
+    "definition": "A unique code or identifier assigned to a specific device, used for identification or tracking purposes.",
+    "english_variations": [
+      "AA-BB-CC-DD-EE-FF",
+      "AABBCCDDEEFF",
+      "AA.BB.CC.DD.EE.FF",
+      "AA:BB:CC:DD:EE:FF"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "UNIQUE_ID",
+    "definition": "A unique identifier that is used to identify a particular entity, record, or object.",
+    "english_variations": [
+      "ID-1234567890",
+      "ID 1234567890",
+      "ID.1234567890"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  },
+  {
+    "class_name": "TAX_ID",
+    "definition": "A number assigned by a government for tax identification purposes, used by individuals or entities for filing taxes.",
+    "english_variations": [
+      "987-65-4321",
+      "987 65 4321",
+      "987654321"
+    ],
+    "vietnamese_variations": [],
+    "german_variations": []
+  }
+]

nemotron-pii/knowledge/scenarios.json

@@ -0,0 +1,106 @@
+{
+  "text_scenarios": [
+    "An HR representative drafting an employment contract for a new hire including salary, start date, and personal contact details.",
+    "A customer submitting a support ticket regarding an unauthorized transaction on their bank account.",
+    "A healthcare provider documenting a patient's medical history and current prescriptions in their medical record.",
+    "An employee filling out a travel reimbursement form including trip dates and expenses.",
+    "An IT administrator preparing a report on user account activities for auditing purposes.",
+    "A sales representative compiling a customer contact list for a marketing campaign.",
+    "An HR manager preparing an employment verification letter for a current employee.",
+    "A project coordinator submitting a travel authorization request for a team attending an international conference.",
+    "A customer submitting a warranty claim for a purchased product.",
+    "An accountant preparing an invoice for services rendered to a client.",
+    "A doctor preparing a patient's medical history report for a referral to a specialist.",
+    "An HR officer drafting an offer letter for a new hire that includes salary and benefits details.",
+    "A customer service representative filling out a service request form with customer contact details and the nature of their issue.",
+    "An accountant creating an invoice for a client that includes billing details and the client's account information.",
+    "A travel agent preparing a travel itinerary for a client, including booking details and passport numbers.",
+    "A medical office preparing a patient's appointment confirmation email, including date, time, and doctor's name.",
+    "An HR department finalizing an employee's tax document filing, which includes their SSN and address.",
+    "A travel agency sending an itinerary email to a customer, detailing flight information and hotel reservations.",
+    "A bank preparing a credit card statement for a customer, listing transactions and card details.",
+    "An IT department responding to a password reset request, verifying the user's identity with their email and employee ID.",
+    "A financial advisor drafting a portfolio summary for a client including investment details and account numbers.",
+    "An HR manager preparing an employment verification letter for an employee including their name, position, and contact information.",
+    "A real estate agent creating a rental agreement including tenant details and property address.",
+    "A bank representative sending a loan approval letter to a customer including loan amount and account number.",
+    "A medical facility issuing a patient's discharge summary including treatment details and contact information.",
+    "An IT administrator creating a network access credentials form for a new employee including their username and email.",
+    "A travel agency issuing a ticket confirmation email including passenger names and travel dates.",
+    "A law firm preparing a power of attorney document for a client including personal identification details.",
+    "A university registrar creating a student transcript request form including student name and ID.",
+    "A shipping company preparing an invoice for delivery services including customer details and shipping address.",
+    "An HR manager drafting an employee's contract detailing their salary, employee ID, and personal contact information.",
+    "A financial advisor preparing an account summary for a client, including account numbers, transactions, and beneficiary details.",
+    "A travel agency sending an itinerary email to a customer, including their name, contact details, and passport number.",
+    "A hospital administrator compiling a discharge summary for a patient, containing their medical record number, treatment details, and follow-up instructions.",
+    "A real estate agent creating a property lease agreement with tenant details such as name, ID, and contact information.",
+    "A school administrator sending a report card to parents with the student's name, grade, and parent's email address.",
+    "An insurance company sending a policy update email to a client, including their policy number, coverage details, and billing information.",
+    "A tech company generating a system access report for an employee, including their username, IP address, and access times.",
+    "A delivery service issuing an invoice to a customer, including their name, address, and payment details.",
+    "A bank preparing a credit card statement for a customer, including their transactions, card number, and account balance.",
+    "A customer submitting a support ticket regarding a failed online payment transaction.",
+    "A manager preparing an internal report about employee performance metrics.",
+    "A logistics company generating a delivery confirmation document for a client.",
+    "An HR representative drafting a job offer letter for a selected candidate.",
+    "A medical professional completing a patient intake form for a first-time consultation.",
+    "A sales representative preparing a personalized quote for a prospective client.",
+    "An IT technician documenting a network configuration for a new office setup.",
+    "A financial analyst preparing a detailed credit evaluation for a loan application.",
+    "A travel agency creating an itinerary for a client including visa and contact information.",
+    "A university admissions officer processing an international student's application."
+  ],
+  "dialogue_scenarios": [
+    "A conversation between a customer service agent and a customer regarding a disputed credit card charge.",
+    "An HR manager discussing performance appraisal details with an employee, including improvement goals.",
+    "A doctor and patient discussing test results and updating contact details for follow-up.",
+    "A sales representative confirming a client's shipping address and payment details for an order.",
+    "An IT helpdesk agent assisting an employee with resetting their account password.",
+    "A recruiter discussing salary and benefits details with a new hire.",
+    "An IT support specialist assisting an employee with resetting their account password.",
+    "A customer service representative guiding a customer through updating their contact information in the system.",
+    "A financial advisor explaining investment options to a client.",
+    "A doctor discussing a patient's medical history during a consultation.",
+    "A patient discussing their symptoms and medical history with a doctor during a consultation.",
+    "An IT support technician helping an employee reset their account password over the phone.",
+    "An HR manager and a new employee discussing health insurance enrollment and payroll details.",
+    "A bank representative verifying a customer's identity and account details for a transaction.",
+    "A landlord and a tenant discussing the details of a lease agreement, including personal and financial information.",
+    "A customer service representative discussing account details with a bank customer over the phone.",
+    "An HR officer clarifying benefits enrollment procedures with a new hire.",
+    "A medical receptionist confirming appointment details with a patient over the phone.",
+    "A technical support representative assisting a user with accessing their account using their credentials.",
+    "A sales representative confirming shipping details with a customer for an order.",
+    "An HR representative discussing payroll setup with a new employee, including their bank account details.",
+    "A customer service agent helping a client reset their online account password, requiring their email and username.",
+    "A doctor and a patient discussing medical test results and scheduling follow-up appointments.",
+    "An IT support technician assisting an employee with VPN setup and verifying their employee ID and email.",
+    "A travel agent and a customer finalizing a flight booking, including passenger names and passport details.",
+    "A financial advisor and a client reviewing investment account performance and updating contact information.",
+    "A real estate agent and a prospective tenant discussing lease terms and tenant background information.",
+    "A bank teller assisting a customer with account updates, including address and contact details.",
+    "A university admissions officer and a student discussing application requirements, including submission of identification documents.",
+    "A customer support representative and a client resolving a billing issue, requiring verification of account details.",
+    "An HR officer and a new employee discussing the completion of onboarding forms including personal and banking details.",
+    "A customer service representative assisting a client to update their address and phone number in the system.",
+    "A doctor explaining test results to a patient and discussing follow-up actions.",
+    "An IT support technician helping an employee reset their password and verifying their identity using their email and employee ID.",
+    "A bank teller confirming a transaction with a customer, verifying their account number and ID.",
+    "A travel agent and a client planning an international trip, discussing visa requirements and providing passport details.",
+    "An insurance agent assisting a client to file a claim, collecting their policy number and details of the incident.",
+    "A real estate agent and a tenant discussing the terms of a lease agreement, confirming tenant details and payment methods.",
+    "A parent discussing their child's school enrollment with an administrator, providing the child's details for record updates.",
+    "A manager and an employee discussing the reimbursement of a business expense, including receipt details and bank account information.",
+    "A customer calls customer service to request a correction on their billing address.",
+    "An employee discusses with HR the details needed for updating their direct deposit information.",
+    "A doctor and patient review the patient's medical history and current prescriptions.",
+    "A job candidate asks a recruiter about the details of the offered employment package.",
+    "An IT support technician assists a user in resetting their account password.",
+    "A travel agent and a client discuss the necessary documentation for an upcoming trip.",
+    "A loan officer explains to an applicant the process for submitting additional required documents.",
+    "A compliance officer instructs a vendor on how to securely share sensitive documents.",
+    "A teacher and a parent discuss updates to the student's emergency contact information.",
+    "A bank representative informs a customer about the details of a suspicious transaction."
+  ]
+}