Datasets:
adversarial stringclasses 39
values | annotations stringlengths 2 11.7k | context_length_tier stringclasses 3
values | context_preservation stringlengths 589 6.18k ⌀ | data_type stringclasses 8
values | difficulty_level stringclasses 4
values | dimensions stringclasses 25
values | document_type stringclasses 40
values | domain stringclasses 5
values | entity_tracking stringclasses 61
values | language stringclasses 60
values | language_family stringclasses 22
values | primary_dimension stringclasses 7
values | privacy_risk stringclasses 554
values | provenance stringlengths 155 361 | query_context stringlengths 72 188 ⌀ | record_id stringlengths 36 36 | reg_ccpa_deidentified stringclasses 2
values | reg_gdpr stringclasses 1
value | reg_hipaa_expert_determination stringclasses 2
values | reg_hipaa_safe_harbor stringclasses 2
values | reg_pci_dss stringclasses 2
values | resource_level stringclasses 3
values | schema_version stringclasses 1
value | script stringclasses 32
values | text stringlengths 34 1.45k | tier3_evaluation stringlengths 2 1.33k | token_count int64 3 182 | version stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 19, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.78, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta... | short | {"anonymized_generalized": "Name: [Person]\nDate of Birth: [Date]\nSSN: ***-**-2426\nAddress: [City, State]\nPhone: [Phone Number]\nEmail: [email]@[domain]\nEmployer: [Organization]\nEmployee ID: [Employee Id] International tax id: [National Id Number].", "anonymized_llm_sanitized": "Name: Drew Nelson\nDate of Birth: 1... | unstructured_text | easy | ["context_preservation", "diverse_pii_types"] | null | general | {"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | diverse_pii_types | {"k_anonymity_estimate": 5, "quasi_identifiers": ["DATE_OF_BIRTH", "ORGANIZATION_NAME", "STREET_ADDRESS"], "reidentification_risk": "high"} | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "931b9d99-292c-5611-8135-b594959bb42c", "v1_record_id": "SYN-001426"} | {"query": "What is the contact phone number?", "relevant_entity_ids": ["e4", "e6"]} | b78fbd05-b631-5c07-9b5f-cff152282cd9 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Name: Jack Campbell
Date of Birth: 11/27/2001
SSN: 626-86-2426
Address: 1526 Birch Court, Riverside, OH 11426
Phone: +1 (826) 582-1538
Email: jack.campbell26@outlook.com
Employer: Wayne Enterprises
Employee ID: EMP-11426 International tax id: TAX-700001426. | {"behavioral_signals": {"behavioral_signal_density": 0.2667, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"},... | 32 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Diego Ramírez"}, {"category": "medical_biological", "cluster_id": null, "end": 60, "entity_id": "e1", "en... | short | null | unstructured_text | hard | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | es | Romance | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 18008225745897449771, "lattice_cell_id": "LxE:entity_type=HEALTH_INSURANCE_ID|language=es", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "2be06383-97f3-42ea-8a3c-e8e716b990bc", ... | null | df2d4071-0595-528b-8403-149ef84e05de | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.0.0 | Latn | Record for Diego Ramírez, Health Insurance Id: INS-429485663, contact diego.ramírez36@fastmail.com. [#f9ea11e77b42e92b-143] | {} | 11 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 16, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "恵子 松本"}, {"category": "location_temporal", "cluster_id": null, "end": 49, "entity_id": "e1", "entity_type... | short | null | unstructured_text | challenging | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ja | Japonic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": ["TIMESTAMP"], "reidentification_risk": "low"} | {"generation_seed": 8732411649007463269, "lattice_cell_id": "LxE:entity_type=TIMESTAMP|language=ja", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "27be16e0-d149-44de-98d4-e7c8e22908f5", "v1_record_... | null | 70e2b0e4-c5fa-5f90-8574-63c032f28653 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Jpan | Record for 恵子 松本, Timestamp: 2020-08-12T11:09:00Z, contact 恵子.松本12@icloud.com. [#792fc220e392ab65-191] | {} | 9 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 37, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.85, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | short | {"anonymized_generalized": "Discharge Summary\nPatient: [Person], MRN: [Medical Record Number]\nDOB: 1976-XX-XX\nDiagnosis: [Medical Information]\nMedication: [Medical Information]\nProvider: [Organization]\nContact: [Phone Number]\nInsurance: [Health Insurance Id]", "anonymized_llm_sanitized": "Discharge Summary\nPati... | unstructured_text | moderate | ["context_preservation", "diverse_pii_types", "multilingual"] | discharge_summary | clinical | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | es | Romance | diverse_pii_types | {"k_anonymity_estimate": 20, "quasi_identifiers": ["DATE_OF_BIRTH", "ORGANIZATION_NAME"], "reidentification_risk": "moderate"} | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "040a4f66-0b5c-4783-9667-fa7d0564a603", "v1_record_id": null} | null | b8dd0161-2ae1-5deb-9f4c-525be2ea798f | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.0.0 | Latn | Discharge Summary
Patient: José Pérez, MRN: MRN-5924178
DOB: 1976-07-19
Diagnosis: Osteoarthritis
Medication: Prednisone 10mg
Provider: Prestige Worldwide
Contact: +1 (578) 832-5835
Insurance: INS-216757273 | {"behavioral_signals": {"behavioral_signal_density": 0.4667, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"},... | 23 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Johanna Visser"}, {"category": "government_legal", "cluster_id": null, "end": 60, "entity_id": "e1", "ent... | short | null | unstructured_text | moderate | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | nl | Germanic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 3928620781102783941, "lattice_cell_id": "LxE:entity_type=NATIONAL_ID_NUMBER|language=nl", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "e332851d-563b-4763-8cff-7c94893f56a4", "v... | null | 3c996abe-fa62-5f82-b680-198c6c9a9263 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Record for Johanna Visser, National Id Number: NID-382844912, contact johanna.visser22@outlook.com. [#368543c922d95dc5-1423] | {} | 11 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Anjali Nair"}, {"category": "financial", "cluster_id": null, "end": 55, "entity_id": "e1", "entity_type":... | short | null | unstructured_text | moderate | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | hi | Indo-Aryan | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 8620223807094530362, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_NUMBER|language=hi", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "90708a89-38f2-4879-81bb-4b942a320079", "... | null | 93a0b731-1e31-5868-82ba-4d76b6b37625 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Deva | Record for Anjali Nair, Bank Account Number: 5463743358, contact anjali.nair93@yahoo.com. [#77a12fe1723c213a-91] | {} | 11 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "خالد الحسن"}, {"category": "medical_biological", "cluster_id": null, "end": 37, "entity_id": "e1", "entit... | short | null | unstructured_text | easy | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ar | Semitic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 2236632055387536207, "lattice_cell_id": "LxE:entity_type=DEA_NUMBER|language=ar", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "c3627fdc-70d6-4220-894f-e440948ddb80", "v1_record... | null | a12f24fb-5c49-5ee8-b74f-5edf0820e3c7 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Arab | Record for خالد الحسن, DEA: KC2150041, contact خالد.الحسن85@hotmail.com. [#1f0a1d0112a03b4f-687] | {} | 9 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Sabine Becker"}, {"category": "government_legal", "cluster_id": null, "end": 59, "entity_id": "e1", "enti... | short | null | unstructured_text | hard | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | de | Germanic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 9634645494252036009, "lattice_cell_id": "LxE:entity_type=NATIONAL_ID_NUMBER|language=de", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "0f201682-192a-420d-811f-c974a1910d3e", "v... | null | 438d8d7a-ded6-577e-aed1-8afafc2f8e6b | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Record for Sabine Becker, National Id Number: NID-148609020, contact sabine.becker57@fastmail.com. [#85b52307cdb5dfa9-1054] | {} | 11 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Deepak Mehta"}, {"category": "location_temporal", "cluster_id": null, "end": 56, "entity_id": "e1", "enti... | short | null | unstructured_text | moderate | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | hi | Indo-Aryan | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": ["TIMESTAMP"], "reidentification_risk": "low"} | {"generation_seed": 993324936163375800, "lattice_cell_id": "LxE:entity_type=TIMESTAMP|language=hi", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "4ab7af82-d5a8-4845-a4ed-a6c320a93a24", "v1_record_i... | null | 628b34ea-0845-5531-8026-2024afed1c5b | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Deva | Record for Deepak Mehta, Timestamp: 2020-08-01T15:18:00Z, contact deepak.mehta46@mail.com. [#dc8ffc43e8e3ab8-32] | {} | 9 | 2.0.0 |
{"difficulty": "severe", "techniques": ["zero_width_insertion"], "type": "zero_width_char"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.76, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta... | short | {"anonymized_generalized": "Contact [Person] at [email]@[domain] or [Phone Number]. SSN: ***-**-9986.", "anonymized_llm_sanitized": "Contact Quinn Stone at rowan@example.com or +1 (842) 708-3010. SSN: 530-39-7687.", "anonymized_masked": "Contact [PERSON_NAME] at [EMAIL_ADDRESS] or [PHONE_NUMBER]. SSN: [SOCIAL_SECURITY_... | unstructured_text | challenging | ["context_preservation", "edge_cases"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | edge_cases | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "8def1cb2-1ab4-412c-ba97-225639b8268e", "v1_record_id": null} | null | 80d29f4f-c100-5082-a65c-6dbc8b3b06a7 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Contact Matthew Jones at matthew.jones9@yahoo.com or +1 (365) 285-2848. SSN: 950-92-9986. | {"behavioral_signals": {"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain":... | 11 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 15, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "현우 임"}, {"category": "financial", "cluster_id": null, "end": 41, "entity_id": "e1", "entity_type": "SWIFT... | short | null | unstructured_text | hard | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ko | Koreanic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": ["SWIFT_BIC_CODE"], "reidentification_risk": "low"} | {"generation_seed": 13638971228221955684, "lattice_cell_id": "LxE:entity_type=SWIFT_BIC_CODE|language=ko", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "61b74107-8766-41f9-8846-3c2f7cee182f", "v1_r... | null | 75664b62-5f06-500a-846b-8385eb73f908 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Kore | Record for 현우 임, Swift Bic Code: JXNQCH2Q, contact 현우.임53@aol.com. [#bd475c11d7f15e64-62] | {} | 11 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 31, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta... | short | {"anonymized_generalized": "Employee record: [Person], email: [email]@[domain], phone: [Phone Number]. Tax ID: ***-**-5194. Address: [City, State]. Company: [Organization].", "anonymized_llm_sanitized": "Employee record: Quinn Stone, email: blair@example.com, phone: +1 (917) 998-1699. Tax ID: 136-37-1253. Address: 300 ... | unstructured_text | easy | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ar | Semitic | multilingual | {"k_anonymity_estimate": 20, "quasi_identifiers": ["ORGANIZATION_NAME", "STREET_ADDRESS"], "reidentification_risk": "moderate"} | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "99df2391-cfab-537e-b8c1-bb4830963d7f", "v1_record_id": "SYN-031194"} | null | 744ad2c2-8f8d-5e6d-8721-00c4c935506b | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Arab | Employee record: Youssef Sharif, email: youssef.sharif94@gmail.com, phone: +1 (994) 958-1522. Tax ID: 694-64-5194. Address: 1594 Chestnut Avenue, Lexington, IL 41194. Company: Prestige Worldwide. | {"behavioral_signals": {"behavioral_signal_density": 0.2667, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"},... | 23 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 14, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "丽 徐"}, {"category": "digital_online", "cluster_id": null, "end": 36, "entity_id": "e1", "entity_type": "P... | short | null | unstructured_text | easy | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | zh | Sinitic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 7735914960774513083, "lattice_cell_id": "LxE:entity_type=PASSWORD|language=zh", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "abfa8d9e-cf9f-4767-b6e9-12a873244a81", "v1_record_i... | null | a6a31039-a4da-5fbf-ac3a-0f866ca9f792 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Hans | Record for 丽 徐, Password: TUQNjtwnmr, contact 丽.徐39@outlook.com. [#6b5b7dab919841bb-515] | {} | 9 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "government_legal", "cluster_id": null, "context_dependency": "low", "end": 18, "entity_id": "e0", "entity_type": "COURT_CASE_NUMBER", "information_anchor_score": 0.77, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "st... | short | {"anonymized_generalized": "Case [Court Case Number]\nPlaintiff: [Person]\nDefendant: [Person]\nCourt: [Organization]\nFiled: [Timestamp]\nPlaintiff Address: [City, State]\nPlaintiff SSN: ***-**-6197\nDefendant contact: [Phone Number]", "anonymized_llm_sanitized": "Case 5456-CIV-9863\n[legal_term]: Hayden Brooks\n[lega... | unstructured_text | challenging | ["context_preservation", "diverse_pii_types"] | court_filing | legal | {"coreference_chains": [], "num_distinct_persons": 2, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | diverse_pii_types | {"k_anonymity_estimate": 5, "quasi_identifiers": ["ORGANIZATION_NAME", "STREET_ADDRESS", "TIMESTAMP"], "reidentification_risk": "high"} | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "f751890d-192c-48b5-b5db-7424cbbf148c", "v1_record_id": null} | null | 30fe9289-2e08-5513-806f-67a2a973448b | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Case 2024-CIV-6710
Plaintiff: Barbara Flores
Defendant: Ashley Sanchez
Court: Globex Industries
Filed: 2023-04-28T22:17:00Z
Plaintiff Address: 253 Chestnut St, Fairview, WA 63281
Plaintiff SSN: 247-26-6197
Defendant contact: +1 (511) 258-5349 | {"behavioral_signals": {"behavioral_signal_density": 0.2567, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domai... | 29 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 14, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "磊 赵"}, {"category": "medical_biological", "cluster_id": null, "end": 50, "entity_id": "e1", "entity_type"... | short | null | unstructured_text | easy | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | zh | Sinitic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 17331396360673366622, "lattice_cell_id": "LxE:entity_type=HEALTH_INSURANCE_ID|language=zh", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "5146c616-a086-4722-abed-9ed80285e09f", ... | null | 3aced937-fe14-5059-9a12-0512bc59541b | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.0.0 | Hans | Record for 磊 赵, Health Insurance Id: INS-967401221, contact 磊.赵7@fastmail.com. [#f0857d2a136f125e-148] | {} | 11 | 2.0.0 |
{"difficulty": "hard", "techniques": ["mixed_script", "cross_language"], "type": "mixed_script"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 34, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.81, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | short | {"anonymized_generalized": "Please forward the report to [Person] at [email]@[domain]. CC: [Person] ([Phone Number]).", "anonymized_llm_sanitized": "Please forward the report to Reese Jensen at morgan@example.com. CC: Shannon Hayes (+1 (754) 923-8000).", "anonymized_masked": "Please forward the report to [PERSON_NAME] ... | unstructured_text | challenging | ["context_preservation", "edge_cases"] | null | general | {"coreference_chains": [], "num_distinct_persons": 2, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | edge_cases | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "8c41f6b5-1b3f-4308-bd3c-0e10c2ddcd41", "v1_record_id": null} | null | 077c5d53-ae36-56aa-a5b8-ff56e5eb6f13 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Please forward the report to 愛子 渡辺 at timothy.hernandez77@fastmail.com. CC: Timothy Hernandez (+1 (269) 836-2758). | {"behavioral_signals": {"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain":... | 15 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Rafael Ribeiro"}, {"category": "medical_biological", "cluster_id": null, "end": 73, "entity_id": "e1", "e... | short | null | unstructured_text | challenging | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | pt | Romance | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 12728843674401801402, "lattice_cell_id": "LxE:entity_type=HEALTH_CONDITION|language=pt", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "92c931d1-718c-478e-aed0-88c55882f715", "v1... | null | 3ddb7643-da60-5cfc-94e8-f30f9916af38 | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.0.0 | Latn | Record for Rafael Ribeiro, Health Condition: Generalized Anxiety Disorder, contact rafael.ribeiro72@protonmail.com. [#b0a5efe1ae3284ba-327] | {} | 12 | 2.0.0 |
{"difficulty": "moderate", "techniques": ["base64_encoding"], "type": "base64_encoding"} | [{"category": "identity_demographics", "cluster_id": null, "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Steven Lopez"}, {"category": "financial", "cluster_id": null, "end": 63, "entity_id": "e1", "entity_type"... | short | null | unstructured_text | moderate | ["edge_cases"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | edge_cases | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 7587417825877938850, "lattice_cell_id": "AxE:adversarial=base64_encoding|entity_type=IBAN", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "7af5a183-1e9e-4018-80fa-00d4aed4d345", ... | null | 18bfb748-d87e-53b8-90ee-9009a0dbeb87 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Record for Steven Lopez, IBAN: Tkw2MDc3NjM2MDQyOTYzMDEzNjgwNA==, contact steven.lopez46@outlook.com. [#694bec5011ebd2a2-198] | {} | 9 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 16, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "翔太 山本"}, {"category": "financial", "cluster_id": null, "end": 54, "entity_id": "e1", "entity_type": "INSU... | short | null | unstructured_text | easy | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ja | Japonic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 13450770627189695309, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_NUMBER|language=ja", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "905540a5-d25f-416f-9915-7b7b9b974f5... | null | 561bb8a9-2f0f-5e89-aacf-2a68dea1e421 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Jpan | Record for 翔太 山本, Insurance Policy Number: POL-2407409, contact 翔太.山本99@zoho.com. [#baaabc9ec4e6634d-1095] | {} | 11 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Luca Ricci"}, {"category": "financial", "cluster_id": null, "end": 31, "entity_id": "e1", "entity_type": ... | short | null | unstructured_text | easy | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | it | Romance | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 4620909370012638270, "lattice_cell_id": "LxE:entity_type=CVV|language=it", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "bf05f7c0-c64c-496a-b0e7-4bd021a11ced", "v1_record_id": n... | null | b6f4ef48-e109-5924-ae1f-c9ebb996de92 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Record for Luca Ricci, CVV: 705, contact luca.ricci47@icloud.com. [#4020c496e2e09c3e-1517] | {} | 9 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "حسن الشريف"}, {"category": "digital_online", "cluster_id": null, "end": 41, "entity_id": "e1", "entity_ty... | short | null | unstructured_text | moderate | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ar | Semitic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 14103203570758093990, "lattice_cell_id": "LxE:entity_type=IP_ADDRESS|language=ar", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "80ae3369-239a-468c-add9-a6bbaf10bed9", "v1_recor... | null | fb0d628a-bd23-5dee-8cbf-e216823fff67 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Arab | Record for حسن الشريف, IP: 165.236.123.28, contact حسن.الشريف81@yahoo.com. [#c3b8a4ecf60e8ca6-211] | {} | 9 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 26, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Johannes Bakker"}, {"category": "digital_online", "cluster_id": null, "end": 72, "entity_id": "e1", "enti... | short | null | unstructured_text | challenging | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | nl | Germanic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 14999255945216374628, "lattice_cell_id": "LxE:entity_type=API_KEY|language=nl", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "ad5c2003-694e-4aa9-8242-a908b974aa22", "v1_record_i... | null | 25205d54-9e3c-5fef-8274-eb3266c64289 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Record for Johannes Bakker, API key: sk-xxAGfGEasRv74YA301oulk29YimmMmo1, contact johannes.bakker54@protonmail.com. [#d0280fd00dc9b764-39] | {} | 10 | 2.0.0 |
{"difficulty": "hard", "techniques": ["negation", "hypothetical_context"], "type": "negated_pii"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "high", "end": 48, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.81, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifie... | short | {"anonymized_generalized": "The account does NOT belong to [Person]. The actual holder's email is [email]@[domain]. SSN on file: ***-**-1236.", "anonymized_llm_sanitized": "The account does NOT belong to Aubrey Stone. The actual holder's email is jamie@example.com. SSN on file: 689-49-3797.", "anonymized_masked": "The ... | unstructured_text | challenging | ["context_preservation", "edge_cases"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | edge_cases | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "6c3bf160-4b1d-44ba-9a94-4d281544f5b3", "v1_record_id": null} | null | 8077be12-b29a-528d-b16d-c048a6aa2df3 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | The account does NOT belong to Elizabeth Ramirez. The actual holder's email is elizabeth.ramirez48@mail.com. SSN on file: 305-25-1236. | {"behavioral_signals": {"behavioral_signal_density": 0.2433, "interest_topics": {"indicators": ["topic:tech_enthusiast:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": ... | 18 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Rahul Reddy"}, {"category": "location_temporal", "cluster_id": null, "end": 55, "entity_id": "e1", "entit... | short | null | unstructured_text | challenging | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | hi | Indo-Aryan | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": ["TIMESTAMP"], "reidentification_risk": "low"} | {"generation_seed": 993324936163375800, "lattice_cell_id": "LxE:entity_type=TIMESTAMP|language=hi", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "06f5d099-38d1-42e0-aa01-351463b48265", "v1_record_i... | null | a17266d2-35be-5ba8-94d3-712f97a37a6f | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Deva | Record for Rahul Reddy, Timestamp: 2026-10-20T13:25:00Z, contact rahul.reddy38@hotmail.com. [#dc8ffc43e8e3ab8-532] | {} | 9 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": "person-05512", "context_dependency": "low", "end": 43, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.93, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_... | medium | {"anonymized_generalized": "Discharge Summary — Patient: [Person], MRN: [Medical Record Number], DOB: 1962-XX-XX.\n\nAdmitted on 2025-01-25 for management of Hypothyroidism. During hospitalization, [Person] received Metoprolol 25mg and Gabapentin 300mg. Vital signs stabilized by day three. Labs showed improvement in al... | unstructured_text | moderate | ["context_preservation", "diverse_pii_types", "entity_tracking"] | null | clinical | {"coreference_chains": [["e0", "e3"]], "num_distinct_persons": 1, "num_repeated_entities": 2, "tracking_difficulty": "none"} | en | Germanic | entity_tracking | {"k_anonymity_estimate": 100, "quasi_identifiers": ["DATE_OF_BIRTH"], "reidentification_risk": "low"} | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "6c2516fe-7d1a-51a9-9837-e674013981f3", "v1_record_id": "SYN-005512"} | null | 066cbb01-5e6e-5e7b-a51d-9295865ec072 | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.0.0 | Latn | Discharge Summary — Patient: Timothy Morris, MRN: MRN-1005512, DOB: 1962-05-25.
Admitted on 2025-01-25 for management of Hypothyroidism. During hospitalization, Mrs. Morris received Metoprolol 25mg and Gabapentin 300mg. Vital signs stabilized by day three. Labs showed improvement in all markers.
The patient, Timothy,... | {"behavioral_signals": {"behavioral_signal_density": 0.52, "interest_topics": {"indicators": ["topic:fitness:1", "topic:academic:1"], "present": true, "uniqueness": "high"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniquen... | 76 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 15, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "민준 장"}, {"category": "government_legal", "cluster_id": null, "end": 43, "entity_id": "e1", "entity_type":... | short | null | unstructured_text | challenging | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ko | Koreanic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 16659637130166077185, "lattice_cell_id": "LxE:entity_type=PASSPORT_NUMBER|language=ko", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "48cb6998-e4a6-4003-bd45-93f7a8dd8d94", "v1_... | null | a1ebad80-6639-57d0-8c6a-78369767d785 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Kore | Record for 민준 장, Passport Number: K38485373, contact 민준.장28@mail.com. [#e732ebb40e750701-1395] | {} | 10 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": "person_5412_1", "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.94, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct... | short | {"anonymized_generalized": "Applicant [Person] applied for position at [Organization]. [Person] has [Professional Role] experience. Resume for [Person] includes email [email]@[domain] and address [City, State]. SSN: ***-**-5434.", "anonymized_llm_sanitized": "Applicant Emery Jensen applied for position at Lakewood Asso... | unstructured_text | hard | ["context_preservation", "entity_tracking"] | null | general | {"coreference_chains": [["e0", "e2", "e4"]], "num_distinct_persons": 1, "num_repeated_entities": 1, "tracking_difficulty": "moderate"} | en | Germanic | entity_tracking | {"k_anonymity_estimate": 5, "quasi_identifiers": ["JOB_TITLE", "ORGANIZATION_NAME", "STREET_ADDRESS"], "reidentification_risk": "high"} | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "83ee5b75-87ae-4a98-8808-13fc48e15d34", "v1_record_id": null} | null | bd9ae912-afd6-5005-b143-b2edadbf002f | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Applicant Linda Garcia applied for position at Acme Corp. Linda has Network Administrator experience. Resume for Mr. Garcia includes email linda.garcia16@fastmail.com and address 3593 Hickory Ln, Salem, SC 55876. SSN: 836-11-5434. | {"behavioral_signals": {"behavioral_signal_density": 0.2333, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domai... | 31 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "mask", "category": "location_temporal", "cluster_id": null, "context_dependency": "low", "end": 15, "entity_id": "e0", "entity_type": "DATE_OF_BIRTH", "information_anchor_score": 0.55, "mention_variant": null, "nested_entities": null, "sensitivity_class": "quasi_identifier", "start": 5, "te... | short | {"anonymized_generalized": "DOB: [Date]. Addr: [City, State], [Location Name] FL.", "anonymized_llm_sanitized": "DOB: 1994-08-22. Addr: 250 Pine Avenue, Fairview, NY 50429, Gojjptp FL.", "anonymized_masked": "DOB: [DATE_OF_BIRTH]. Addr: [STREET_ADDRESS], [LOCATION_NAME] FL.", "anonymized_pseudonymized": "DOB: 1994-08-2... | unstructured_text | easy | ["context_preservation", "diverse_pii_types"] | null | general | {"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | diverse_pii_types | {"k_anonymity_estimate": 5, "quasi_identifiers": ["DATE_OF_BIRTH", "LOCATION_NAME", "STREET_ADDRESS"], "reidentification_risk": "high"} | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "fa38ad0f-cac9-57ee-9fa8-80c624ba6584", "v1_record_id": "SYN-010283"} | null | cdfaada4-6738-59bd-8ebf-a4ea6652dca0 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | DOB: 12/08/2003. Addr: 483 Cedar Lane, Bristol FL. | {"behavioral_signals": {"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain":... | 8 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "هدى الأحمد"}, {"category": "government_legal", "cluster_id": null, "end": 49, "entity_id": "e1", "entity_... | short | null | unstructured_text | easy | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ar | Semitic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 6842892277393361210, "lattice_cell_id": "LxE:entity_type=PASSPORT_NUMBER|language=ar", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "058471ef-cb97-4891-acc5-8b8aa63e5002", "v1_r... | null | 1d0c59da-4929-568e-a42d-98a69ffd48f7 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Arab | Record for هدى الأحمد, Passport Number: I53104824, contact هدى.الأحمد53@protonmail.com. [#5ef6d645664b893a-40] | {} | 10 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "عمر السعيد"}, {"category": "financial", "cluster_id": null, "end": 59, "entity_id": "e1", "entity_type": ... | short | null | unstructured_text | challenging | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ar | Semitic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 10665043979002118015, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_NUMBER|language=ar", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "4ef38375-2ed4-4621-b6d6-0b93b201e27... | null | ce9eb706-0c98-585f-be37-8119e6824fde | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Arab | Record for عمر السعيد, Insurance Policy Number: POL-6750257, contact عمر.السعيد86@outlook.com. [#9401d8fe3a56ff7f-871] | {} | 11 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 15, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "美咲 林"}, {"category": "financial", "cluster_id": null, "end": 35, "entity_id": "e1", "entity_type": "TAX_I... | short | null | unstructured_text | challenging | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ja | Japonic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 9914038452428012137, "lattice_cell_id": "LxE:entity_type=TAX_ID|language=ja", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "2f179bef-efde-440f-bef3-99e33305b12c", "v1_record_id"... | null | 6a3ea7fa-91d0-5d8b-bcee-69e233bc856b | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Jpan | Record for 美咲 林, Tax Id: 47-5301827, contact 美咲.林57@icloud.com. [#8995bd721688fa69-488] | {} | 10 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Deepak Nair"}, {"category": "digital_online", "cluster_id": null, "end": 46, "entity_id": "e1", "entity_t... | short | null | unstructured_text | moderate | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | hi | Indo-Aryan | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 3051071833422040409, "lattice_cell_id": "LxE:entity_type=MAC_ADDRESS|language=hi", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "0d4e4cb6-8c0b-41b6-b835-a9dd341c106b", "v1_recor... | null | 7966ee55-4a6f-5dc5-b175-13b6db6f2043 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Deva | Record for Deepak Nair, MAC: 3a:8e:38:fd:10:7f, contact deepak.nair35@zoho.com. [#2a5795aacf520d59-533] | {} | 9 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Anna Esposito"}, {"category": "financial", "cluster_id": null, "end": 65, "entity_id": "e1", "entity_type... | short | null | unstructured_text | moderate | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | it | Romance | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 14530932431195198704, "lattice_cell_id": "LxE:entity_type=CREDIT_CARD_NUMBER|language=it", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "d2ca9a1d-bfaa-42dc-b145-4dfc63da8b7c", "... | null | caced2b0-3fb8-5e26-b2d9-57b2efa3205c | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Record for Anna Esposito, Credit Card Number: 6011 0347 4937 7064, contact anna.esposito99@aol.com. [#c9a83e0ed897d4f0-1314] | {} | 14 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Meera Mehta"}, {"category": "government_legal", "cluster_id": null, "end": 50, "entity_id": "e1", "entity... | short | null | unstructured_text | easy | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | hi | Indo-Aryan | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 7574460604527836403, "lattice_cell_id": "LxE:entity_type=PASSPORT_NUMBER|language=hi", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "7f4c3fd2-4f82-46f5-8952-133370ea7fcc", "v1_r... | null | ff9e85e6-3380-53c5-83a9-a0c0552840f5 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Deva | Record for Meera Mehta, Passport Number: P98002018, contact meera.mehta31@outlook.com. [#691de3c9e2127cf3-664] | {} | 10 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "mask", "category": "digital_online", "cluster_id": null, "context_dependency": "none", "end": 34, "entity_id": "e0", "entity_type": "USERNAME", "information_anchor_score": 0.18, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "start": 19, "text": ... | short | {"anonymized_generalized": "[DEVICE LOG] User: [Username] ([Person])\nPrimary device MAC: [Mac Address]\nSecondary device MAC: [Mac Address]\nNetwork IP: 176.150.XXX.XXX\nRegistration email: [email]@[domain]\nOwner phone: [Phone Number]\nLicense plate (geofence): [License Plate]\nHome address: [City, State]", "anonymiz... | unstructured_text | moderate | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 1, "tracking_difficulty": "none"} | es | Romance | diverse_pii_types | {"k_anonymity_estimate": 100, "quasi_identifiers": ["STREET_ADDRESS"], "reidentification_risk": "low"} | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "3e147228-8e53-517c-8868-f8faddc47e57", "v1_record_id": "DIM-PC-02125"} | null | 2e01be1f-750c-5366-8b09-d9e04c0bf06c | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | [DEVICE LOG] User: antonioperez126 (Antonio Perez)
Primary device MAC: c2:ee:1a:72:9e:f6
Secondary device MAC: 22:7a:fe:2a:ae:06
Network IP: 176.150.194.26
Registration email: antonio.perez26@yahoo.es
Owner phone: +1 (926) 482-9638
License plate (geofence): EMC-5126
Home address: 1526 Birch Court, Riverside, OH 41126 | {"behavioral_signals": {"behavioral_signal_density": 0.28, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "... | 37 | 2.0.0 |
{"difficulty": "moderate", "techniques": ["base64_encoding"], "type": "base64_encoding"} | [{"category": "identity_demographics", "cluster_id": null, "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Donald Brown"}, {"category": "financial", "cluster_id": null, "end": 73, "entity_id": "e1", "entity_type"... | short | null | unstructured_text | moderate | ["edge_cases"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | edge_cases | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 14166775519955493294, "lattice_cell_id": "AxE:adversarial=base64_encoding|entity_type=CREDIT_CARD_NUMBER", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "d90f9a8a-1db5-45d4-bbdc-... | null | c00caaa8-e375-5c78-a359-b7c290b90920 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Record for Donald Brown, Credit Card Number: NjAxMSAyNDM2IDQyMzQgMTc3NA==, contact donald.brown15@outlook.com. [#c49a7f46cfa5a1ae-551] | {} | 11 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Dirk Mulder"}, {"category": "government_legal", "cluster_id": null, "end": 56, "entity_id": "e1", "entity... | short | null | unstructured_text | challenging | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | nl | Germanic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 8446081858809171802, "lattice_cell_id": "LxE:entity_type=COURT_CASE_NUMBER|language=nl", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "735cccf0-f045-4e4f-ab0b-d291ef79c6b8", "v1... | null | 61be6c4e-e03f-588f-8ac6-18132c9d7fd3 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Record for Dirk Mulder, Court Case Number: 2026-CIV-5286, contact dirk.mulder27@zoho.com. [#753682b38a310f5a-219] | {} | 11 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "عائشة الفهد"}, {"category": "financial", "cluster_id": null, "end": 52, "entity_id": "e1", "entity_type":... | short | null | unstructured_text | easy | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ar | Semitic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 18433454780635351904, "lattice_cell_id": "LxE:entity_type=IBAN|language=ar", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "d5c914b3-b297-4521-a1ee-86d5994c535d", "v1_record_id":... | null | 80f2aa7f-4d78-5a75-9597-b4363d1f05ea | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Arab | Record for عائشة الفهد, IBAN: DE37957032462671046816, contact عائشة.الفهد68@zoho.com. [#ffd0c97556ff0b60-639] | {} | 9 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 45, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.73, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | short | {"anonymized_generalized": "Wire Transfer Confirmation\nFrom: [Person] (Acct: [Bank Account Number], Routing: [Bank Routing Number])\nTo: [Organization]\nIBAN: [Iban]\nSWIFT: [Swift Bic Code]\nAmount: [Compensation]\nRef: [Invoice Number]\nDate: [Timestamp]", "anonymized_llm_sanitized": "Wire Transfer Confirmation\nFro... | unstructured_text | hard | ["context_preservation", "diverse_pii_types"] | wire_transfer | financial | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | diverse_pii_types | {"k_anonymity_estimate": 2, "quasi_identifiers": ["BANK_ROUTING_NUMBER", "ORGANIZATION_NAME", "SALARY", "SWIFT_BIC_CODE", "TIMESTAMP"], "reidentification_risk": "high"} | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "9e02f82c-7bcb-4cb0-9126-289bba0946b4", "v1_record_id": null} | null | e89c15e4-1d39-5dd6-a8b9-666e8d735ae3 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | in_scope | high | 2.0.0 | Latn | Wire Transfer Confirmation
From: David Miller (Acct: 4505985364, Routing: 685238284)
To: Globex Industries
IBAN: ES21792637427776835077
SWIFT: LIXRFR8Z
Amount: $185,000
Ref: INV-408430
Date: 2023-09-22T21:37:00Z | {"behavioral_signals": {"behavioral_signal_density": 0.6767, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domai... | 23 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 14, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "伟 马"}, {"category": "digital_online", "cluster_id": null, "end": 35, "entity_id": "e1", "entity_type": "P... | short | null | unstructured_text | easy | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | zh | Sinitic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 7735914960774513083, "lattice_cell_id": "LxE:entity_type=PASSWORD|language=zh", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "a8aa5dcc-22ac-4557-9a01-10ad80f77e04", "v1_record_i... | null | 3636dfe9-53bd-500e-8505-f30c25dbac6b | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Hans | Record for 伟 马, Password: Vf2p1b1sf, contact 伟.马6@protonmail.com. [#6b5b7dab919841bb-294] | {} | 9 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 14, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "芳 周"}, {"category": "financial", "cluster_id": null, "end": 42, "entity_id": "e1", "entity_type": "INVOIC... | short | null | unstructured_text | easy | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | zh | Sinitic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 3092572852222331180, "lattice_cell_id": "LxE:entity_type=INVOICE_NUMBER|language=zh", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "67a311a7-5d9e-4030-8a53-ca41eb129159", "v1_re... | null | 3d6c372c-51f3-5ef8-881f-e92bd25a743b | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Hans | Record for 芳 周, Invoice Number: INV-321282, contact 芳.周53@zoho.com. [#2aeb069fbaba892c-578] | {} | 10 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 14, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "伟 孙"}, {"category": "financial", "cluster_id": null, "end": 24, "entity_id": "e1", "entity_type": "CVV", ... | short | null | unstructured_text | hard | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | zh | Sinitic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 4451716438506044825, "lattice_cell_id": "LxE:entity_type=CVV|language=zh", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "ac6aa63e-738a-4564-ad56-26d91e7561e1", "v1_record_id": n... | null | 8d1a4881-a37d-54b0-8e84-0fdbe366a445 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Hans | Record for 伟 孙, CVV: 176, contact 伟.孙2@protonmail.com. [#3dc7ac83bdeb7d99-1370] | {} | 9 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Sabine Fischer"}, {"category": "government_legal", "cluster_id": null, "end": 53, "entity_id": "e1", "ent... | short | null | unstructured_text | moderate | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | de | Germanic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 3670783136651916371, "lattice_cell_id": "LxE:entity_type=PASSPORT_NUMBER|language=de", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "91ea16ea-940f-4317-bac8-2809f8e88263", "v1_r... | null | e396b45f-a1a9-52b9-8036-835b000c103a | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Record for Sabine Fischer, Passport Number: F96069382, contact sabine.fischer32@icloud.com. [#32f13dd06ba1b453-1084] | {} | 10 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 33, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta... | short | {"anonymized_generalized": "Travel Record for [Person]\nPassport: [Passport Number] | National ID: [National Id Number]\nLicense Plate (rental): [License Plate]\nDOB: 1971-XX-XX | Phone: [Phone Number]\nHotel WiFi MAC: [Mac Address]\nIBAN for travel expenses: [Iban]\nRouting: [Bank Routing Number]\nEmail: [email]@[doma... | unstructured_text | moderate | ["context_preservation", "diverse_pii_types"] | null | financial | {"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | diverse_pii_types | {"k_anonymity_estimate": 5, "quasi_identifiers": ["BANK_ROUTING_NUMBER", "DATE_OF_BIRTH", "STREET_ADDRESS"], "reidentification_risk": "high"} | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "25518331-f7b5-5515-bdd1-d62cc260ac16", "v1_record_id": "DIM-PC-01160"} | null | 7dd0ee83-7749-5496-ac40-0305a1955a12 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Travel Record for Sarah Rodriguez
Passport: P1B130161 | National ID: NID-900211127
License Plate (rental): BDH-4161
DOB: 1971-06-06 | Phone: +44 20 7161 4161
Hotel WiFi MAC: 73:15:b7:fb:9d:e1
IBAN for travel expenses: GB21ABCD60331771
Routing: 321030161
Email: sarah.rodriguez61@outlook.com | Address: 561 Main Avenue, D... | {"behavioral_signals": {"behavioral_signal_density": 0.2567, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domai... | 44 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "government_legal", "cluster_id": null, "context_dependency": "low", "end": 18, "entity_id": "e0", "entity_type": "COURT_CASE_NUMBER", "information_anchor_score": 0.78, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "st... | short | {"anonymized_generalized": "Case [Court Case Number]\nPlaintiff: [Person]\nDefendant: [Person]\nCourt: [Organization]\nFiled: [Timestamp]\nPlaintiff Address: [City, State]\nPlaintiff SSN: ***-**-9483\nDefendant contact: [Phone Number]", "anonymized_llm_sanitized": "Case 7112-FAM-5882\n[legal_term]: Alex Young\n[legal_t... | unstructured_text | challenging | ["context_preservation", "diverse_pii_types"] | court_filing | legal | {"coreference_chains": [], "num_distinct_persons": 2, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | diverse_pii_types | {"k_anonymity_estimate": 5, "quasi_identifiers": ["ORGANIZATION_NAME", "STREET_ADDRESS", "TIMESTAMP"], "reidentification_risk": "high"} | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "95696d7a-0cac-4863-9c76-1aa0871e7c38", "v1_record_id": null} | null | dfee081a-52e3-5d29-acb0-488c3821aab4 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Case 2020-FAM-9214
Plaintiff: Kevin Young
Defendant: Elizabeth Walker
Court: Globex Industries
Filed: 2024-06-14T15:47:00Z
Plaintiff Address: 7022 Maple Ln, Riverside, OR 44421
Plaintiff SSN: 391-31-9483
Defendant contact: +1 (413) 222-4675 | {"behavioral_signals": {"behavioral_signal_density": 0.2567, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domai... | 29 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "خالد العلي"}, {"category": "financial", "cluster_id": null, "end": 59, "entity_id": "e1", "entity_type": ... | short | null | unstructured_text | hard | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ar | Semitic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 10665043979002118015, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_NUMBER|language=ar", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "560439a7-978e-49cd-a089-9e9af55b4cc... | null | 33827a83-d592-5985-9230-ebd1de50dcec | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Arab | Record for خالد العلي, Insurance Policy Number: POL-5718789, contact خالد.العلي66@zoho.com. [#9401d8fe3a56ff7f-81] | {} | 11 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Suresh Agarwal"}, {"category": "financial", "cluster_id": null, "end": 36, "entity_id": "e1", "entity_typ... | short | null | unstructured_text | challenging | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | hi | Indo-Aryan | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 9273319257179895086, "lattice_cell_id": "LxE:entity_type=PIN|language=hi", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "87d5bb87-eb83-4eb0-9dc9-98fd45cb3034", "v1_record_id": n... | null | e6139050-789c-5766-8946-dc916bcb7b93 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Deva | Record for Suresh Agarwal, PIN: 4652, contact suresh.agarwal26@fastmail.com. [#80b172bb74ff352e-132] | {} | 9 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Willem Jansen"}, {"category": "government_legal", "cluster_id": null, "end": 49, "entity_id": "e1", "enti... | short | null | unstructured_text | challenging | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | nl | Germanic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 1060837221689649789, "lattice_cell_id": "LxE:entity_type=LICENSE_PLATE|language=nl", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "ff433fe4-b3ab-4dd6-b672-5936be834b2b", "v1_rec... | null | 1a5b2038-a853-5b58-a3dd-d88a94d28a0a | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Record for Willem Jansen, License Plate: UVS-3133, contact willem.jansen53@gmail.com. [#eb8d9d52352ea7d-445] | {} | 10 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 14, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "明 朱"}, {"category": "financial", "cluster_id": null, "end": 44, "entity_id": "e1", "entity_type": "IBAN",... | short | null | unstructured_text | easy | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | zh | Sinitic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 11711169737441061143, "lattice_cell_id": "LxE:entity_type=IBAN|language=zh", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "049916c2-ef24-47e7-bf8a-1db876e5bcef", "v1_record_id":... | null | 89757cdc-1575-5841-9e9c-e70c74ad3f6f | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Hans | Record for 明 朱, IBAN: NL72773010514426552435, contact 明.朱51@mail.com. [#a2866ed3e87aa917-447] | {} | 9 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 27, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.88, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta... | medium | {"anonymized_generalized": "A: Hello, I'm [Person] from [Organization]. My email is [email]@[domain].\nB: Nice to meet you! I'm [Person], you can reach me at [email]@[domain].\nA: Great! My phone is [Phone Number]. When would you like to schedule the call?\nB: How about next week? You can call me at [Phone Number].\nA:... | unstructured_text | moderate | ["context_preservation", "diverse_pii_types"] | null | general | {"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 3, "tracking_difficulty": "none"} | en | Germanic | context_preservation | {"k_anonymity_estimate": 100, "quasi_identifiers": ["ORGANIZATION_NAME"], "reidentification_risk": "high"} | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "c12de913-f3d4-5d4f-af81-3a84c5b43300", "v1_record_id": "context-preservation-000699"} | null | 9bfeffec-00cd-530d-8ac1-9b317aedcd2a | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | A: Hello, I'm Andrew Harris from SecureNet. My email is andrew.harris@outlook.com.
B: Nice to meet you! I'm Gregory Rodriguez, you can reach me at gregory.rodriguez@corp.net.
A: Great! My phone is +1 782-084-202. When would you like to schedule the call?
B: How about next week? You can call me at +1 240-194-105.
A: Per... | {"behavioral_signals": {"behavioral_signal_density": 0.28, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": ["anecdote_pattern"], "present": true, "uniqueness": "moderate"}, ... | 67 | 2.0.0 |
{"difficulty": "moderate", "techniques": ["ocr_artifact"], "type": "ocr_artifact"} | [{"category": "identity_demographics", "cluster_id": null, "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "David Nguyen"}, {"category": "government_legal", "cluster_id": null, "end": 47, "entity_id": "e1", "entit... | short | null | unstructured_text | easy | ["edge_cases"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | edge_cases | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 5167777145876540752, "lattice_cell_id": "AxE:adversarial=ocr_artifact|entity_type=VISA_NUMBER", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "9b8866a3-5009-40ec-9eee-0fcafc8c6ee... | null | 54302a12-d3ff-5c9a-860c-b44a10c9c180 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Record for David Nguyen, Visa Number: V8G12B1O5, contact david.nguyen93@aol.com. [#47b7a1ef225a6d50-732] | {} | 10 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Anjali Sharma"}, {"category": "employment", "cluster_id": null, "end": 55, "entity_id": "e1", "entity_typ... | short | null | unstructured_text | moderate | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | hi | Indo-Aryan | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": ["JOB_TITLE"], "reidentification_risk": "low"} | {"generation_seed": 13628774424782965736, "lattice_cell_id": "LxE:entity_type=JOB_TITLE|language=hi", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "d832f09b-1bc7-444b-9296-af5b4538678c", "v1_record... | null | 02de27af-4ecd-50bd-a56f-80bd42d41f93 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Deva | Record for Anjali Sharma, Job Title: Compliance Officer, contact anjali.sharma15@icloud.com. [#bd232221891e0be8-407] | {} | 11 | 2.0.0 |
{"difficulty": "moderate", "techniques": ["zero_width_char"], "type": "zero_width_char"} | [{"category": "identity_demographics", "cluster_id": null, "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Brian Allen"}, {"category": "government_legal", "cluster_id": null, "end": 48, "entity_id": "e1", "entity... | short | null | unstructured_text | moderate | ["edge_cases"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | edge_cases | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 5046483236427108201, "lattice_cell_id": "AxE:adversarial=zero_width_char|entity_type=VISA_NUMBER", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "2a7d43e7-144a-4a5f-b2fa-70f59758... | null | 4363ea36-45ee-5e61-912f-eaff2b692410 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Latn | Record for Brian Allen, Visa Number: V97880775, contact brian.allen34@fastmail.com. [#4608b5c420338f69-338] | {} | 10 | 2.0.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"category": "identity_demographics", "cluster_id": null, "end": 16, "entity_id": "e0", "entity_type": "PERSON_NAME", "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "拓也 中村"}, {"category": "financial", "cluster_id": null, "end": 57, "entity_id": "e1", "entity_type": "CRED... | short | null | unstructured_text | challenging | ["diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ja | Japonic | diverse_pii_types | {"k_anonymity_estimate": null, "quasi_identifiers": [], "reidentification_risk": "low"} | {"generation_seed": 17730989500574985613, "lattice_cell_id": "LxE:entity_type=CREDIT_CARD_NUMBER|language=ja", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "e8d16264-3619-43ef-8ce9-be07a4ac5d8e", "... | null | 3a98c4f8-5a76-53d0-bbdf-34c624c5ac92 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.0.0 | Jpan | Record for 拓也 中村, Credit Card Number: 4971 3662 3118 4509, contact 拓也.中村63@outlook.com. [#f611210209f3ed8d-99] | {} | 14 | 2.0.0 |
End of preview. Expand in Data Studio
PII-Anon
A CC0 multilingual PII benchmark corpus of 575,604 records carrying 2,486,438 entity annotations across 63 entity types and 60 languages, spanning 7 evaluation dimensions. Each record exposes the five legally-distinct regulatory regime signals (gov-02 / FR-022) as separate reg_* columns — no merged compliance verdict.
Train vs. evaluation substrate
The 159,891 tier3_evaluation records are the ~27.8% EVALUATION substrate of the 575,604-record corpus (behavioral-signal / RRS scoring runs on this substrate), NOT the whole corpus.
Synthetic-enrichment disclosure
~72% of records carry provenance.source_type='synthetic_lattice_enrichment' (the S-PWR power fill); synthetic power is not external validity.
Statistical power
PII-Anon v2 is powered for all single-factor marginal recall claims (95% Wilson CIs; credential/financial-critical types to ±0.5pp at recall 0.99, standard to ±1pp at 0.98) and for three pre-registered 2-way interactions (language×entity-type on a 12×41 committed rectangle, domain×track, adversarial-type×entity-type). It is not powered for the full multilingual×entity-type grid or any ≥3-way interaction; those are reported as exploratory. Synthetic-distribution power is not external validity — see the real-data correlation slice.
Baseline Detector Performance
How widely-used PII detectors score on this corpus (test split, language en; 30,995 records), ranked by F2 (recall-weighted — a missed PII is the costly error). Full per-type / per-domain / per-language tables, Wilson CIs, and provenance: baseline_results.json and BASELINES.md.
Power on a committed cell is statistical precision on the SYNTHETIC distribution, NOT external validity; not citable as a standalone recall claim absent the real-data correlation slice (FR-027). Synthetic-only (AX-001).
| Rank | Detector | Precision | Recall | F2 | Recall 95% CI | Coverage |
|---|---|---|---|---|---|---|
| 1 | aws | 0.769 | 0.729 | 0.737 | [0.727, 0.731] | 24/63 |
| 2 | gliner | 0.812 | 0.718 | 0.735 | [0.717, 0.720] | 23/63 |
| 3 | gcp | 0.722 | 0.701 | 0.705 | [0.699, 0.703] | 18/63 |
| 4 | azure | 0.730 | 0.688 | 0.696 | [0.686, 0.690] | 17/63 |
| 5 | presidio | 0.419 | 0.563 | 0.527 | [0.561, 0.565] | 20/63 |
| 6 | regex | 0.856 | 0.348 | 0.395 | [0.346, 0.350] | 9/63 |
| 7 | piiranha | 0.444 | 0.329 | 0.347 | [0.327, 0.331] | 16/63 |
| 8 | stanza | 0.581 | 0.308 | 0.340 | [0.306, 0.310] | 3/63 |
| 9 | flair | 0.566 | 0.296 | 0.327 | [0.294, 0.298] | 3/63 |
| 10 | spacy | 0.463 | 0.294 | 0.317 | [0.292, 0.296] | 3/63 |
| 11 | scrubadub | 0.817 | 0.168 | 0.199 | [0.166, 0.169] | 12/63 |
License
The data is released under CC0-1.0 (public-domain dedication); the accompanying code (loaders, scorers, exporters) is licensed Apache-2.0. The two licenses are distinct — using the data does not subject you to the code license, and vice versa.
- Downloads last month
- 87