Datasets:
adversarial string | annotations string | art9_special_categories string | behavioral_signals string | context_length_tier string | context_preservation string | data_type string | difficulty_level string | dimensions string | document_type string | domain string | entity_tracking string | language string | language_family string | primary_dimension string | privacy_risk string | provenance string | query_context string | record_id string | reg_ccpa_deidentified string | reg_gdpr string | reg_hipaa_expert_determination string | reg_hipaa_safe_harbor string | reg_pci_dss string | resource_level string | schema_version string | script string | text string | tier3_evaluation string | token_count int64 | version string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 75, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.78, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | ["HEALTH_CONDITION", "HEALTH_INSURANCE_ID", "MEDICAL_RECORD_NUMBER", "PROCEDURE_NAME"] | {"behavioral_signal_density": 0.7333, "interest_topics": {"indicators": ["topic:tech_enthusiast:1", "topic:fitness:1"], "present": true, "uniqueness": "high"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"},... | medium | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | hard | ["context_preservation", "diverse_pii_types"] | insurance_claim | clinical | {"coreference_chains": [], "num_distinct_persons": 3, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.6233, "k_anonymity_estimate": 100, "qid_type_count_ris... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "0f70e07a-5ead-45f8-ae9e-da1cd7d3b293", "v1_record_id": null} | null | e67353b0-dd23-5f8e-89af-8607cf02957a | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.2.0 | Latn | INSURANCE CLAIM NARRATIVE
Claim #: CLM-2025-871477
Patient: Margaret Perez | DOB: 1964-10-22 | MRN: MRN-2454875
Insurance ID: INS-233150837 | Policy: POL-8303037
Provider: Dr. Amanda King | NPI: 7126214331
NARRATIVE:
Margaret Perez presented on 2024-01-19 with symptoms consistent with Asthma. After examination and di... | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 78 | 2.2.0 |
{"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": 0.84, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "... | [] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | easy | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ru | Slavic | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": 100, "qid_type_count_risk... | {"generation_seed": 4482037211297612090, "lattice_cell_id": "LxE:entity_type=BANK_ROUTING_NUMBER|language=ru", "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": "2f3b427a-d136-474f-94dd-ef90bbe00796", "... | null | 29940551-9ea4-5a9b-9206-cda59f97b7c1 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Cyrl | Record for Светлана Морозов, Bank Routing Number: 564607960, contact светлана.морозов7@hotmail.com. [#3e336518c97a013a-1122] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 11 | 2.2.0 |
{"difficulty": "hard", "techniques": ["multi_token_entity", "compound_name"], "type": "multi_token"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 34, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.87, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta... | [] | {"behavioral_signal_density": 0.11, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "p... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | 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 | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.0935, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "bd8d2205-ddb0-49b6-82b5-a5f917de9ae9", "v1_record_id": null} | null | 8186cd85-7c47-5991-9da8-36a50e903faf | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Patient Jean-Pierre de la Fontaine (jessica.wilson26@mail.com) was seen today. Phone: +1 (887) 229-8651. SSN: 507-86-1262. | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 15 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | moderate | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ar | Semitic | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 6301330019468755174, "lattice_cell_id": "LxE:entity_type=CREDIT_CARD_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": "50efa640-072f-45b3-9e18-6f70c6969821", "v... | null | 77bff9df-ad9c-50a7-9f4c-7cf2a0fd06db | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | in_scope | high | 2.2.0 | Arab | Record for ليلى السعيد, Credit Card Number: 3752 3999 1187 4965, contact ليلى.السعيد39@zoho.com. [#5772d2444ef0c0e6-1155] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 14 | 2.2.0 |
{"difficulty": "moderate", "techniques": ["mixed_patterns"], "type": "mixed"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 11, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.88, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | 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 | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "dd55e08a-e78d-44ba-8f2f-2a2cba168814", "v1_record_id": null} | {"query": "What email was used for registration?", "relevant_entity_ids": ["e1", "e3"]} | 4d03c442-f89a-5cd8-b54e-9d46fade1dc4 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Susan Allen, susan.allen16@yahoo.com, +1 (762) 640-5270, 633-13-7100 | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 7 | 2.2.0 |
{"difficulty": "severe", "techniques": ["zero_width_insertion"], "type": "zero_width_char"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.79, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta... | [] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | 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 | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "3adb7c4d-c78b-4971-b45c-bd4e57f687d9", "v1_record_id": null} | null | ed2be924-aeaf-53d4-b114-65d950a557ec | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Contact James Rodriguez at james.rodriguez50@mail.com or +1 (851) 679-6726. SSN: 689-20-8674. | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 11 | 2.2.0 |
{"difficulty": "moderate", "techniques": ["base64_encoding"], "type": "base64_encoding"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 26, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.84, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | easy | ["context_preservation", "edge_cases"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | edge_cases | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 14579636618877719490, "lattice_cell_id": "AxE:adversarial=base64_encoding|entity_type=TAX_ID", "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": "4c18e2b5-07f9-417b-b2d0-c936014a69d0... | null | 56bc5917-b90b-5a63-9fcf-5d56484f4f80 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Record for Patricia Wilson, Tax Id: ODgtMzY1MTEyMg==, contact patricia.wilson81@fastmail.com. [#ca554642367bd3c2-490] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 10 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.8, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier"... | [] | {"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"}, "professional_domain":... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | moderate | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | de | Germanic | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 5505032973486469843, "lattice_cell_id": "LxE:entity_type=CVV|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": "1e507597-8244-4192-b223-4f03e65907e2", "v1_record_id": n... | null | bd25a465-2e83-5f55-a666-29c96ccf07ff | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Record for Brigitte Klein, CVV: 949, contact brigitte.klein49@protonmail.com. [#4c65ce528d7932d3-776] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 9 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.89, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "... | [] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | moderate | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ru | Slavic | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 11513162144825209156, "lattice_cell_id": "LxE:entity_type=DRIVER_LICENSE_NUMBER|language=ru", "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": "d87e5377-b52d-4581-931c-a5f9265f83e3"... | null | fddad8c1-a024-5c5e-9a0e-7a6c18c36d5a | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Cyrl | Record for Иван Смирнов, Driver License Number: YO-123475, contact иван.смирнов32@outlook.com. [#9fc6f7f8abc7f144-236] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 11 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.8, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier"... | [] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | easy | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | it | Romance | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 1641656076268693148, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_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": "7d706cd6-78fb-4d6f-b429-b5fdd2f62ab4", "... | null | fe15315e-6ccd-5fb9-a434-b68306dc0d48 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Record for Elena Bruno, Bank Account Number: 9418863045, contact elena.bruno18@gmail.com. [#16c85580e55b669c-92] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 11 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.79, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | hard | ["context_preservation", "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 | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 17262775379323070824, "lattice_cell_id": "LxE:entity_type=PASSWORD|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": "85400e85-adbb-4ca6-ab57-a68f3d79eac9", "v1_record_... | null | 92273cef-5da6-5fcc-94c2-096bbd6dd468 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Deva | Record for Arun Reddy, Password: mr%XcyRxqWVU!rXi, contact arun.reddy42@icloud.com. [#ef91b2bed1e92968-1226] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 9 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.87, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | ["HEALTH_INSURANCE_ID"] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | easy | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | it | Romance | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 2837584003964843217, "lattice_cell_id": "LxE:entity_type=HEALTH_INSURANCE_ID|language=it", "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": "be6d9e71-e5c2-4fd3-8b92-ac8e1cae9565", "... | null | 2e0c0133-1eb3-5818-9fcb-9fc3187313f7 | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.2.0 | Latn | Record for Laura Ricci, Health Insurance Id: INS-563272960, contact laura.ricci86@mail.com. [#27611f9e10a7b4d1-749] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 11 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 15, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.89, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | easy | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ko | Koreanic | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": 100, "qid_type_count_risk... | {"generation_seed": 3157151977607983933, "lattice_cell_id": "LxE:entity_type=BANK_ROUTING_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": "7780c25e-a29d-4fb0-8b5e-a11afd368b9a", "... | null | a240e872-d936-521d-9fcb-f298be482f6a | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Kore | Record for 예진 강, Bank Routing Number: 875523766, contact 예진.강72@mail.com. [#2bd074ff0f3ef33d-1334] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 11 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "government_legal", "cluster_id": null, "context_dependency": "low", "end": 38, "entity_id": "e0", "entity_type": "COURT_CASE_NUMBER", "information_anchor_score": 0.87, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "st... | [] | {"behavioral_signal_density": 0.5233, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": ["local_reference:chicago:the_l"], "present": true, "uniqueness": "high"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "... | medium | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | hard | ["context_preservation", "diverse_pii_types"] | witness_statement | legal | {"coreference_chains": [], "num_distinct_persons": 5, "num_repeated_entities": 0, "tracking_difficulty": "none"} | en | Germanic | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.4448, "k_anonymity_estimate": 2, "qid_type_count_risk_... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "20480eb4-ae91-4478-bfa2-8e6c7f81fb9e", "v1_record_id": null} | null | 38ec4556-fbdf-5fee-a81f-92d8324d8143 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | WITNESS STATEMENT
Case: 2022-CRIM-3632
Date: 2024-07-04T22:13:00Z
I, Michelle Gonzalez, of 4999 Birch Way, Portland, PA 49478, make this statement voluntarily.
My date of birth is 1966-09-24. I can be contacted at +1 (665) 509-7933.
On the date in question, I was employed at Pied Piper as a VP of Engineering. I pers... | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 94 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.84, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | challenging | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | pt | Romance | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 9137981067563857035, "lattice_cell_id": "LxE:entity_type=PASSPORT_NUMBER|language=pt", "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": "079bacf9-4f8a-4178-b727-c6a24aaa8b00", "v1_r... | null | 07935927-b1a4-56e6-992b-15496e0d9356 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Record for Pedro Alves, Passport Number: R63090986, contact pedro.alves91@zoho.com. [#7ed0a15da863748b-1400] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 10 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.88, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | challenging | ["context_preservation", "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 | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 10834775599406328466, "lattice_cell_id": "LxE:entity_type=API_KEY|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": "80f427b8-31fc-4de8-a8fd-726eddd2a273", "v1_record_i... | null | a6bc1ed5-a9f0-5324-acd1-289f45a5e3ac | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Deva | Record for Pooja Verma, API key: sk-c1Q6RIHRTk6xpjDGH6000qUhN3fpUBSK, contact pooja.verma42@outlook.com. [#965cdb00a7af2a92-342] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 10 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.76, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"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"}, "professional_domain":... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | hard | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | es | Romance | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 1481173571265173557, "lattice_cell_id": "LxE:entity_type=PASSPORT_NUMBER|language=es", "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": "7768cce6-4fa7-47c0-a479-509943caa854", "v1_r... | null | 3a85ee3f-2bae-5321-885b-9945d0c64c90 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Record for José López, Passport Number: F82046266, contact josé.lópez18@protonmail.com. [#148e2f83f5f51835-460] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 10 | 2.2.0 |
{"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": 0.9, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "א... | [] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | easy | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | he | Semitic | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 10925129879724747877, "lattice_cell_id": "LxE:entity_type=BAR_NUMBER|language=he", "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": "d7e2de2c-20fd-4198-9c13-7c00f74d4980", "v1_recor... | null | 9a506a4a-1a06-54e7-a4d5-af50c8eb6f0e | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | medium | 2.2.0 | Hebr | Record for איתן לוי, Bar Number: BAR-135280, contact איתן.לוי63@icloud.com. [#979ddbbde5ffec65-301] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 10 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 26, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.89, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"behavioral_signal_density": 0.2433, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": ["in... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | hard | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | pt | Romance | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2068, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 5296417550988081404, "lattice_cell_id": "LxE:entity_type=NPI_NUMBER|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": "815294ab-3e97-47c5-bce3-60e196fc31ea", "v1_record... | null | 0ecb3986-93d6-5ea8-995a-6d2e078c30ee | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Record for Beatriz Pereira, NPI: 1110981945, contact beatriz.pereira62@gmail.com. [#4980a7b374c9f8fc-719] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 9 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 1.0, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "star... | [] | {"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"}, "professional_domain":... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | semi_structured | 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 | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "1553785f-8024-5650-9af8-887bb5127712", "v1_record_id": "EVAL-012254"} | {"query": "What is the email address on file?", "relevant_entity_ids": ["e0", "e1"]} | f810946a-9376-5567-b50a-31f085cbd568 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | {{"name": "Mary Rodriguez", "email": "mary.rodriguez36@protonmail.com", "phone": "+1 (816) 992-2656", "ssn": "851-27-5539", "ip": "95.83.178.64"}} | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 13 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.79, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | easy | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | pt | Romance | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 13830939834591839103, "lattice_cell_id": "LxE:entity_type=TAX_ID|language=pt", "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": "3e63ee6b-9dc4-4eb6-a02c-626f66fbf802", "v1_record_id... | null | 17b79e08-d1ae-5797-9be7-b579005fcdac | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Record for Gabriel Souza, Tax Id: 67-5345375, contact gabriel.souza22@yahoo.com. [#bff15e8006a5837f-801] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 10 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 39, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.86, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | ["HEALTH_CONDITION", "MEDICAL_RECORD_NUMBER", "MEDICATION_NAME"] | {"behavioral_signal_density": 0.4567, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": ["in... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | moderate | ["context_preservation", "diverse_pii_types", "multilingual"] | discharge_summary | clinical | {"coreference_chains": [], "num_distinct_persons": 2, "num_repeated_entities": 0, "tracking_difficulty": "none"} | fr | Romance | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.3882, "k_anonymity_estimate": 20, "qid_type_count_risk... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "7e337b63-f7bf-47bd-a2fe-6d62e9261a38", "v1_record_id": null} | null | cf3613ae-1774-57bf-a3bb-2cb024a0bced | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.2.0 | Latn | Referral Letter
From: Dr. Marie Bernard, Nordic Analytics
To: Specialist
Re: Marie Richard (DOB: 1981-10-25, MRN: MRN-2337518)
Diagnosis: Hypothyroidism
Current Medications: Losartan 50mg
Contact: +1 (740) 241-6204, marie.richard28@mail.com | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 28 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 29, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.79, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | moderate | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | it | Romance | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 6971621996025052282, "lattice_cell_id": "LxE:entity_type=NATIONAL_ID_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": "5a009595-8b2e-42d3-94f4-42e43700526e", "v... | null | 760a332e-a5ac-5098-a7a0-dfe3be3b496e | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Record for Alessandro Colombo, National Id Number: NID-512664727, contact alessandro.colombo6@icloud.com. [#60c02d44a55f7c7a-575] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 11 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.89, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "... | ["HEALTH_INSURANCE_ID"] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | easy | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | el | Hellenic | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 27458098849350495, "lattice_cell_id": "LxE:entity_type=HEALTH_INSURANCE_ID|language=el", "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": "c0870e9b-c44e-4823-bc5c-1ea9b560d1f6", "v1... | null | ecf4465e-50b3-5feb-ac9d-d1f10eab9738 | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | medium | 2.2.0 | Grek | Record for Ιωάννης Μακρής, Health Insurance Id: INS-509868898, contact ιωάννης.μακρής32@hotmail.com. [#618cfed41f835f-642] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 11 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.76, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "... | [] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | moderate | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ru | Slavic | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": 100, "qid_type_count_risk... | {"generation_seed": 16478133470816008125, "lattice_cell_id": "LxE:entity_type=SALARY|language=ru", "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": "75c10a03-7564-417f-8d7a-a0b1c57b5520", "v1_record_id... | null | db269119-dc1d-59d9-b169-e3ab5707425f | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Cyrl | Record for Анна Петров, Salary: $72,000, contact анна.петров69@hotmail.com. [#e4ae1716397677bd-144] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 9 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 16, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.86, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | ["HEALTH_INSURANCE_ID"] | {"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": {"indicators": [], "pr... | short | {"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl... | unstructured_text | challenging | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ja | Japonic | diverse_pii_types | {"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 8701800421124313966, "lattice_cell_id": "LxE:entity_type=HEALTH_INSURANCE_ID|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": "336e5b7e-bcf0-4398-b502-0b6d49194cb4", "... | null | d8540689-ebc1-5bef-8021-f617ed051c56 | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.2.0 | Jpan | Record for 愛子 鈴木, Health Insurance Id: INS-459845046, contact 愛子.鈴木26@fastmail.com. [#78c30160ff75936e-150] | {"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor... | 11 | 2.2.0 |
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PII-Anon
A CC0 multilingual PII benchmark corpus of 782,677 records carrying 3,107,240 entity annotations across 66 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 EVALUATION substrate of the 782,677-record corpus (behavioral-signal / RRS scoring runs on this substrate), NOT the whole corpus.
Synthetic-enrichment disclosure
79.2% 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 committed rectangle, domain×track, adversarial-type×entity-type). The corpus carries a committed evaluation lattice powering 17 languages across 11 writing systems (Latin, Han, Japanese, Hangul, Arabic, Devanagari, Cyrillic, Thai, Greek, Bengali, Hebrew) to statistically-calibrated positive-count targets (critical n≥1522, standard n≥753). 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; 31,048 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 | 0.728 | 0.736 | [0.726, 0.730] | 24/66 |
| 2 | gliner | 0.813 | 0.716 | 0.734 | [0.714, 0.718] | 23/66 |
| 3 | gcp | 0.722 | 0.700 | 0.704 | [0.698, 0.702] | 18/66 |
| 4 | azure | 0.730 | 0.688 | 0.696 | [0.686, 0.690] | 17/66 |
| 5 | presidio | 0.419 | 0.562 | 0.526 | [0.560, 0.564] | 20/66 |
| 6 | regex | 0.857 | 0.349 | 0.396 | [0.347, 0.351] | 9/66 |
| 7 | piiranha | 0.441 | 0.327 | 0.345 | [0.325, 0.329] | 16/66 |
| 8 | stanza | 0.583 | 0.308 | 0.340 | [0.306, 0.310] | 3/66 |
| 9 | flair | 0.565 | 0.295 | 0.326 | [0.293, 0.297] | 3/66 |
| 10 | spacy | 0.464 | 0.294 | 0.317 | [0.292, 0.296] | 3/66 |
| 11 | scrubadub | 0.818 | 0.169 | 0.201 | [0.167, 0.170] | 12/66 |
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.
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