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": 27, "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": 0.2667, "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 | easy | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"} | ko | Koreanic | multilingual | {"_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": 20, "qid_type_count_risk... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "8ea23ddf-83d7-5daf-b3aa-acbec774c4e7", "v1_record_id": "SYN-035333"} | null | dc0a8686-cb4f-5e90-b93c-e952b326fc54 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Kore | Employee profile: Yuna Kang, email: yuna.kang33@naver.com, phone: +1 (333) 331-1329. Tax ID: 333-63-9333. Address: 5733 Hickory Boulevard, Bristol, FL 45333. Company: Sterling Cooper. | {"_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... | 23 | 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": 0.76, "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"} | nl | 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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 10735215326994165579, "lattice_cell_id": "LxE:entity_type=IP_ADDRESS|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": "ff4ec555-fdf9-47e8-9c8f-43fb75b2a852", "v1_recor... | null | 3199ea40-231f-5f37-bd11-d91c867863e0 | 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 Willem de Boer, IP: 58.236.131.46, contact willem.boer83@aol.com. [#94fb257658d0ef4b-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... | 10 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 74, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"behavioral_signal_density": 0.7133, "interest_topics": {"indicators": ["topic:academic:2"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain"... | 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 | moderate | ["context_preservation", "diverse_pii_types"] | court_opinion | legal | {"coreference_chains": [], "num_distinct_persons": 7, "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": 0.6063, "k_anonymity_estimate": 20, "qid_type_count_risk... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "dddf86be-fc46-48bd-8466-4b36ce85296d", "v1_record_id": null} | null | f50cfbb8-8751-5b5a-853c-47cdc6b0eb55 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | United States District Court for the District of Massachusetts
John Brown, Plaintiff,
v.
Michael White and Wonka Industries, Defendants.
Case No. 5:26-mj-09697-NHJ
Filed: 2026-08-21T23:40:00Z
Judge: Hon. Dorothy Lopez
OPINION AND ORDER
This matter comes before the Court on Defendant's motion to dismiss. Plaintiff... | {"_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... | 102 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 14, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.78, "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"} | zh | Sinitic | 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": 5529238258387420428, "lattice_cell_id": "LxE:entity_type=USERNAME|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": "3afed50c-bb81-4446-a2e5-8af581906b13", "v1_record_i... | null | c7ba743e-25a2-5477-b556-31f4ded79734 | 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 | Hans | Record for 军 孙, Username: dev_3905, contact 军.孙3@outlook.com. [#4cbbcce69dae850c-62] | {"_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": 21, "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"} | 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": 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": "4d7aba43-9fbb-47df-b7f0-7604e8cf8986", "v1_recor... | null | 4b0fb7bc-1d3f-5fbc-a315-12735017bbc7 | 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 | Arab | Record for علي القاسم, IP: 144.47.177.160, contact علي.القاسم61@hotmail.com. [#c3b8a4ecf60e8ca6-175] | {"_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": "moderate", "techniques": ["base64_encoding"], "type": "base64_encoding"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.81, "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", "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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 10989995419495870091, "lattice_cell_id": "AxE:adversarial=base64_encoding|entity_type=BANK_ACCOUNT_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": "8c22e7ad-08fc-44ae-8f94... | null | 1c64f3bd-8d4e-5b9d-91af-874624630999 | 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 Lisa Hernandez, Bank Account Number: NTQyNzQ3MTAyNg==, contact lisa.hernandez14@protonmail.com. [#98844e9b4638ae8b-423] | {"_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": 14, "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"} | zh | Sinitic | 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": 5226228135916971056, "lattice_cell_id": "LxE:entity_type=LOCATION_NAME|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": "711abd3b-3387-4f13-a9b9-04cfaf0d70f4", "v1_rec... | null | b8e032c7-efa9-513c-9688-891c0d3e8fd7 | 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 | Hans | Record for 涛 王, Location Name: Riverside, contact 涛.王13@mail.com. [#48874accc47ba430-575] | {"_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... | 10 | 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": 0.76, "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"} | 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": null, "qid_type_count_ris... | {"generation_seed": 4201703149276628121, "lattice_cell_id": "LxE:entity_type=TAX_ID|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": "0bfb27c8-9e17-4561-b072-df98171fa61f", "v1_record_id"... | null | f8ccc49d-e014-51c8-ac1d-7b041442709d | 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 지은 박, Tax Id: 29-1686746, contact 지은.박76@hotmail.com. [#3a4f72c0b0460499-811] | {"_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": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.75, "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"} | 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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 7632467086347264506, "lattice_cell_id": "LxE:entity_type=CVV|language=fr", "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": "a32ecd64-e84c-45df-a9c2-27db6c9cc141", "v1_record_id": n... | null | 89dffc6a-72c3-55bf-950a-037465a064b6 | 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 Sylvie Leroy, CVV: 126, contact sylvie.leroy66@gmail.com. [#69ebf8606196e1fa-146] | {"_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": 15, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.78, "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"} | 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": null, "qid_type_count_ris... | {"generation_seed": 4201703149276628121, "lattice_cell_id": "LxE:entity_type=TAX_ID|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": "08bcbca4-11ec-44f7-8e87-f6d5bd66fc5d", "v1_record_id"... | null | b7f8247d-1560-5ef2-8a6d-61c2049870e0 | 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 서연 이, Tax Id: 82-7687634, contact 서연.이66@yahoo.com. [#3a4f72c0b0460499-365] | {"_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": "hard", "techniques": ["shared_name_component"], "type": "name_collision"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": "ambig_527_p1", "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.87, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_... | [] | {"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", "entity_tracking", "multilingual"] | null | general | {"coreference_chains": [["e0", "e3", "e5"], ["e1", "e4", "e7"]], "num_distinct_persons": 3, "num_repeated_entities": 2, "tracking_difficulty": "ambiguous"} | ja | Japonic | entity_tracking | {"_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": "389d0c60-3701-438c-b9d3-d6ffa9c91e45", "v1_record_id": null} | null | 2504bca4-4a39-547e-b27d-e6a20e4397b8 | 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 | Jpan | Meeting attendees: 明美 木村, 明美 鈴木, 誠 井上. 木村 presented Q1 results. 明美 鈴木 disagreed with the projections. 明美 木村 (email: 明美.木村46@zoho.com) will follow up with 明美 鈴木 (email: 明美.鈴木93@yahoo.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... | 30 | 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": 0.84, "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", "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": 7923258938385970999, "lattice_cell_id": "LxE:entity_type=LICENSE_PLATE|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": "01a1bdff-e724-4797-89f2-08b691063b8a", "v1_rec... | null | 094017bf-fa9e-534c-80e5-c78382297fee | 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 | Arab | Record for إبراهيم الخالد, License Plate: YMA-1192, contact إبراهيم.الخالد36@icloud.com. [#6df5120675ef3737-111] | {"_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": 15, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "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"} | 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": 5819284361595917681, "lattice_cell_id": "LxE:entity_type=API_KEY|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": "754ca495-ee17-44e1-8844-2c9069efc87b", "v1_record_id... | null | 1067f796-9b7b-51b0-be40-52a0601991c7 | 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 | Jpan | Record for 誠 渡辺, API key: sk-olcjgQlXMT87IDnmCvXhiIcmIpNvBmJU, contact 誠.渡辺43@zoho.com. [#50c2404b83e91571-398] | {"_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": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.81, "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"} | 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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 16963630956222047808, "lattice_cell_id": "LxE:entity_type=BAR_NUMBER|language=fr", "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": "ad965c45-0622-4cf7-aecd-5a528135b258", "v1_recor... | null | fa38d5dc-eef8-5466-adb9-0d4e5acbadcf | 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 Pierre Durand, Bar Number: BAR-346863, contact pierre.durand70@fastmail.com. [#eb6aec7a3e6f6640-213] | {"_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": 27, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.81, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"behavioral_signal_density": 0.5, "interest_topics": {"indicators": ["topic:fitness:1", "topic:investing:1"], "present": true, "uniqueness": "high"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "profess... | 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"] | deposition_transcript | legal | {"coreference_chains": [], "num_distinct_persons": 8, "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": 0.425, "k_anonymity_estimate": 2, "qid_type_count_risk_l... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "628133b6-889e-46a7-8bfc-8ce558ad3005", "v1_record_id": null} | null | 54aca074-3810-5380-b6d8-a960ab0545aa | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | DEPOSITION OF Jessica Lewis
Case No: 9:22-mj-03787-YZA
Date: 2024-02-04T11:27:00Z
Court Reporter: Certified Shorthand Reporter
EXAMINATION BY Daniel Nguyen (Bar No. TX-520745):
Q: Please state your full name for the record.
A: Jessica Lewis.
Q: And your date of birth?
A: 1951-06-18.
Q: What is your current address?... | {"_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... | 145 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "mask", "category": "financial", "cluster_id": null, "context_dependency": "none", "end": 45, "entity_id": "e0", "entity_type": "BANK_ACCOUNT_NUMBER", "information_anchor_score": 0.22, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "start": 37, "t... | [] | {"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_domain": {"indicators": [], ... | 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", "entity_tracking"] | null | financial | {"coreference_chains": [["e1", "e6"], ["e2", "e4", "e5", "e8"]], "num_distinct_persons": 2, "num_repeated_entities": 1, "tracking_difficulty": "none"} | en | Germanic | context_preservation | {"_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": 0.1983, "k_anonymity_estimate": 100, "qid_type_count_ris... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "bf674400-1314-5ab7-9910-34765a38a3a4", "v1_record_id": "SYN-003757"} | null | 5239208e-b494-56e6-8677-ecda8917e022 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | in_scope | high | 2.2.0 | Latn | Investigation confirmed that account 10048841 does NOT belong to Dorothy Roberts. The actual account holder is Susan Young (SSN: 257-77-4757). Correspondence addressed to Mrs. Young at susan.young57@yahoo.com confirmed this. Dorothy Roberts was cleared of any involvement. The funds were traced to card 4000-0000-0013-90... | {"_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... | 54 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": "person_5884_1", "context_dependency": "low", "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.88, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct... | [] | {"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 | challenging | ["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 | {"_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": 5, "qid_type_count_risk_... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "d6f05ab4-7560-4acb-a5db-995a2d86c9f0", "v1_record_id": null} | null | 6e1f2c1f-a055-5b0a-9eaa-2248e913584b | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Applicant Kevin Allen applied for position at Hooli. Kevin has Sales Representative experience. Resume for Mr. Allen includes email kevin.allen12@fastmail.com and address 4747 Dogwood Ct, Arlington, AL 56275. SSN: 791-37-2888. | {"_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... | 30 | 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": 0.77, "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"} | bn | 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": 100, "qid_type_count_risk... | {"generation_seed": 15116631349493745408, "lattice_cell_id": "LxE:entity_type=SALARY|language=bn", "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": "da9ffb83-2224-4167-99dc-153cb5da46ce", "v1_record_id... | null | c79a0f92-3de0-54c5-b698-e1111fa6e882 | 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 | Beng | Record for মিতু ইসলাম, Salary: $76,000, contact মিতু.ইসলাম8@yahoo.com. [#d1c9101efb1bc700-392] | {"_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": 0.89, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta... | ["MEDICAL_RECORD_NUMBER"] | {"behavioral_signal_density": 0.48, "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 | easy | ["context_preservation", "diverse_pii_types"] | null | clinical | {"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": 0.408, "k_anonymity_estimate": 100, "qid_type_count_risk... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "9ada2146-8424-5c71-b50b-aa930556684c", "v1_record_id": "SYN-009288"} | {"query": "What medical record number is referenced?", "relevant_entity_ids": ["e1", "e4"]} | b4fd242f-bf6b-5fa2-a50f-2a2f4542733b | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.2.0 | Latn | Patient Raymond Nelson (MRN: MRN-1009288, DOB: 1998-01-21) presents with Hypothyroidism. Current medication: Levothyroxine 50mcg. Contact: +1 (688) 416-4744. Emergency contact at raymond.nelson88@protonmail.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... | 22 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 32, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.88, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta... | [] | {"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 | easy | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"} | fr | Romance | multilingual | {"_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": 20, "qid_type_count_risk... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "dc728e4a-2cfe-5dc9-9f75-703140a333a8", "v1_record_id": "SYN-022191"} | null | a6808d7c-b621-5c52-9e55-4b5a5340e6aa | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Fiche employe: Sandrine Bertrand, courriel: sandrine.bertrand91@laposte.net, telephone: +1 (791) 337-1483. NSS: 691-61-5191. Adresse: 2491 Cherry Lane, Burlington, TX 32191. Entreprise: Hooli Technologies. | {"_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... | 22 | 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": 0.78, "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"} | 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": 100, "qid_type_count_risk... | {"generation_seed": 6717740349269904226, "lattice_cell_id": "LxE:entity_type=SALARY|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": "6863fb5f-cb6c-4951-a23f-7bf74f526d73", "v1_record_id"... | null | ee4515eb-d02a-5686-b4f8-1773528b5dbb | 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 Luca Ferrari, Salary: $230,000, contact luca.ferrari47@yahoo.com. [#5d3a35416b8a8b62-732] | {"_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": 26, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.85, "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": 100, "qid_type_count_ris... | {"generation_seed": 3978767073119890481, "lattice_cell_id": "LxE:entity_type=SWIFT_BIC_CODE|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": "5c634686-525d-42af-8cef-cb4c3479b0e6", "v1_re... | null | 2babb170-0ea0-5fe3-be70-c2bee46c81c5 | 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 Miguel Carvalho, Swift Bic Code: JYTEDE7R, contact miguel.carvalho73@yahoo.com. [#37376b929554ec31-621] | {"_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": 27, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.85, "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 | challenging | ["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": 3045200787123168515, "lattice_cell_id": "LxE:entity_type=DATE_OF_BIRTH|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": "0415f225-1a74-41c3-87f9-dfe83601b562", "v1_rec... | null | 9c585d9a-074f-5470-bb3e-d6f1a88c6c88 | 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 Дмитрий Алексеев, DOB: 1948-01-19, contact дмитрий.алексеев2@zoho.com. [#2a42b9fb52376503-75] | {"_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": 28, "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": 0.5, "interest_topics": {"indicators": ["topic:fitness:1", "topic:investing:1"], "present": true, "uniqueness": "high"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "profess... | 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"] | deposition_transcript | legal | {"coreference_chains": [], "num_distinct_persons": 8, "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": 0.425, "k_anonymity_estimate": 2, "qid_type_count_risk_l... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "9cdc19f3-413b-4db1-b552-9550907397fc", "v1_record_id": null} | null | 0bafe00b-2723-589f-b1a2-acb14f3fb251 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | DEPOSITION OF Sandra Sanchez
Case No: 11:24-cr-08864-FAG
Date: 2021-03-23T15:20:00Z
Court Reporter: Certified Shorthand Reporter
EXAMINATION BY Joseph Hernandez (Bar No. MA-528983):
Q: Please state your full name for the record.
A: Sandra Sanchez.
Q: And your date of birth?
A: 1979-12-09.
Q: What is your current ad... | {"_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... | 145 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 20, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.81, "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 | easy | ["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": 3070903528912962783, "lattice_cell_id": "LxE:entity_type=API_KEY|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": "e4f6c740-f2d1-44cb-aa73-9509a71da711", "v1_record_id... | null | 37a99b85-7f5f-554a-8d2e-f9d2053b8432 | 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 Hans Wolf, API key: sk-WKybKfF5NEixnyLfNCNTwZuL8Jogl8aS, contact hans.wolf94@protonmail.com. [#2a9e0a7d3c59c4df-610] | {"_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": 24, "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"} | th | Tai | 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": 11295582872891971882, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_NUMBER|language=th", "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": "79d27c49-df41-4c3e-8caa-9b83b362bd3c", ... | null | 0daccce4-9786-5f26-bc98-917fcb1a4b1f | 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 | Thai | Record for ทักษิณ บุนนาค, Bank Account Number: 6245783955, contact ทักษิณ.บุนนาค91@outlook.com. [#9cc1f8c6bdb6592a-153] | {"_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": "generalize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 34, "entity_id": "e0", "entity_type": "ORGANIZATION_NAME", "information_anchor_score": 0.83, "mention_variant": null, "nested_entities": null, "sensitivity_class": "quasi_identifier", "... | [] | {"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"}, "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"] | court_filing | legal | {"coreference_chains": [], "num_distinct_persons": 2, "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": 0.238, "k_anonymity_estimate": 2, "qid_type_count_risk_l... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "819278fa-eacd-448a-908a-8d733789aba6", "v1_record_id": null} | null | c4aba364-0bb7-5360-a6c6-4a8f904bec31 | 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 | Compliance Report - Dunder Mifflin
Prepared by: Jennifer Martinez (Sales Representative)
Date: 2023-09-02T10:12:00Z
Subject: Mary Hernandez
National ID: NID-475661671
Passport: C84252730
Address: 5385 Main St, Riverside, AZ 76416 | {"_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": 20, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"behavioral_signal_density": 0.4667, "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, "uniqueness": "none"}, "profe... | 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": 0.3967, "k_anonymity_estimate": 100, "qid_type_count_ris... | {"generation_seed": 1063239967722064038, "lattice_cell_id": "LxE:entity_type=LOCATION_NAME|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": "3167e647-4ad4-4984-86c0-f6218b09aeac", "v1_rec... | null | a10af4dc-8024-5e43-b94f-9cc7509a6672 | 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 Ana Pérez, Location Name: Springfield, contact ana.pérez63@gmail.com. [#ec1631e0b1248a6-387] | {"_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": 0.78, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"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_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 | challenging | ["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": 0.2182, "k_anonymity_estimate": null, "qid_type_count_ri... | {"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": "affaceb3-642f-4654-8b1b-a60ddc242889", "v1_record... | null | e17961b9-ff2d-5610-8b45-7c58c6a658da | 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 | Arab | Record for ليلى القاسم, DEA: EL7832515, contact ليلى.القاسم36@fastmail.com. [#1f0a1d0112a03b4f-741] | {"_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": 35, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.89, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta... | [] | {"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 | easy | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"} | es | Romance | multilingual | {"_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": 20, "qid_type_count_risk... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "ee0d29c7-7582-5e19-96bc-d2516e0b1e5c", "v1_record_id": "SYN-017941"} | null | b0b461b1-d1d0-565a-8970-3f650a947a73 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Registro de empleado: Teresa Garcia, correo: teresa.garcia41@outlook.es, telefono: +1 (541) 987-9233. Numero de seguro social: 941-41-9941. Direccion: 8141 Main Avenue, Riverside, TX 27941. Empresa: Globex Industries. | {"_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... | 26 | 2.2.0 |
{"difficulty": "moderate", "techniques": ["zero_width_char"], "type": "zero_width_char"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 27, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.78, "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", "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": 100, "qid_type_count_risk... | {"generation_seed": 18417649513901130558, "lattice_cell_id": "AxE:adversarial=zero_width_char|entity_type=BANK_ROUTING_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": "c92f84b1-b72a-4a19-a873... | null | f2ac3b77-d6da-5e86-941b-a9f78045037d | 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 Matthew Robinson, Bank Routing Number: 653051540, contact matthew.robinson89@gmail.com. [#ff98a2a6e9b9033e-654] | {"_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": 33, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.78, "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 | easy | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"} | it | Romance | multilingual | {"_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": 20, "qid_type_count_risk_... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "a2695549-7e5b-55b7-b910-fb80d936c224", "v1_record_id": "SYN-027611"} | null | a56449aa-d74e-5653-86d4-dd42b441161f | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Scheda dipendente: Eleonora Gallo, email: eleonora.gallo11@outlook.it, telefono: +1 (611) 677-8943. Codice fiscale: 711-81-1611. Indirizzo: 7911 Cherry Lane, Dover, TX 37611. Azienda: Hooli Technologies. | {"_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... | 23 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 73, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | ["MEDICAL_RECORD_NUMBER"] | {"behavioral_signal_density": 0.7133, "interest_topics": {"indicators": ["topic:academic:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain"... | 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 | moderate | ["context_preservation", "diverse_pii_types"] | pathology_report | clinical | {"coreference_chains": [], "num_distinct_persons": 4, "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": 0.6063, "k_anonymity_estimate": 20, "qid_type_count_risk... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "808421a5-c7d7-4f96-99d5-7adbe35fa6cd", "v1_record_id": null} | null | fe63f163-e719-5fc4-8f22-fb28a52db366 | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.2.0 | Latn | SURGICAL PATHOLOGY REPORT
Accession #: S25-21790
Patient: Patricia Lopez MRN: MRN-7579493 DOB: 1965-02-18
Date of Surgery: 2020-06-27T08:29:00Z
Surgeon: Dr. Timothy Flores
Pathologist: Dr. Elizabeth Hernandez, NPI: 2092220474
SPECIMEN: lung, right upper lobe, wedge resection
GROSS DESCRIPTION:
Received fresh, labe... | {"_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... | 65 | 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": 0.82, "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 | hard | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | th | Tai | 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": 8513988262815482293, "lattice_cell_id": "LxE:entity_type=BAR_NUMBER|language=th", "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": "cac9d096-def4-40f9-b276-32ac83e071c1", "v1_record... | null | ee65b6d9-9728-5b33-b568-9534be2ae6c1 | 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 | Thai | Record for ทักษิณ วงศ์สวัสดิ์, Bar Number: BAR-374024, contact ทักษิณ.วงศ์สวัสดิ์81@gmail.com. [#7627c3374af641b5-284] | {"_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": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.79, "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"} | th | Tai | 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": 3089339274492437066, "lattice_cell_id": "LxE:entity_type=STREET_ADDRESS|language=th", "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": "40131b8b-83e6-4e7c-88b5-3822c15bf5b3", "v1_re... | null | e3de0e32-6e6e-5a52-90b8-51ee9579456b | 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 | Thai | Record for สมชาย จิรายุ, Street Address: 1367 Poplar Ave, Clinton, IN 15953, contact สมชาย.จิรายุ80@mail.com. [#2adf89b3bec8e24a-358] | {"_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": 30, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.85, "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"} | nl | 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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 8212769245138104880, "lattice_cell_id": "LxE:entity_type=TAX_ID|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": "e913d188-6668-452b-be0c-9fdd0f385493", "v1_record_id"... | null | a9b6474a-fe38-5d05-8006-1a83952ce614 | 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 Gerrit van den Berg, Tax Id: 78-7897381, contact gerrit.berg72@gmail.com. [#71f99e1d86b5b230-64] | {"_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... | 12 | 2.2.0 |
{"difficulty": "moderate", "techniques": ["base64_encoding"], "type": "base64_encoding"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.85, "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 | 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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 5428146393002099444, "lattice_cell_id": "AxE:adversarial=base64_encoding|entity_type=DRIVER_LICENSE_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": "edeca54a-c385-46ce-86f... | null | ac44c150-5a8a-5e3b-8638-cdab8a152b54 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Record for Richard Torres, Driver License Number: T0otNzE2NjU1, contact richard.torres89@protonmail.com. [#4b54a66287b542f4-744] | {"_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": ["zero_width_char"], "type": "zero_width_char"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 26, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.75, "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", "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": 100, "qid_type_count_risk... | {"generation_seed": 18417649513901130558, "lattice_cell_id": "AxE:adversarial=zero_width_char|entity_type=BANK_ROUTING_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": "e39ca528-1979-4f5c-be03... | null | d2e856e9-d7c6-54b1-b1cf-e88ccf6aad0e | 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 Timothy Jackson, Bank Routing Number: 853832572, contact timothy.jackson71@icloud.com. [#ff98a2a6e9b9033e-125] | {"_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": "person_7690_1", "context_dependency": "low", "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.87, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct... | [] | {"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_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", "entity_tracking"] | null | general | {"coreference_chains": [["e0", "e2", "e3"]], "num_distinct_persons": 1, "num_repeated_entities": 1, "tracking_difficulty": "moderate"} | en | Germanic | entity_tracking | {"_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": 0.2182, "k_anonymity_estimate": 100, "qid_type_count_ris... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "99df46e7-a5b0-4696-a921-0dcfbb1ac68b", "v1_record_id": null} | null | 0ef35272-590c-5b3e-9d67-3ddffa448309 | 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 | Customer Sarah Garcia (Account: 4118156861) reported an issue. Our agent spoke with Mr. Garcia and resolved the complaint. Sarah can be reached at +1 (800) 645-7869 or sarah.garcia41@outlook.com. Address on file: 4603 Elm Dr, Georgetown, OR 70760. | {"_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... | 37 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 28, "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 | easy | ["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": 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": "97e4e99f-05a0-49d6-a0ce-5426b2858fd8", "v1_r... | null | 26342ff1-9632-5e67-9fed-f9f0eafbd0a5 | 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 Claudia Schneider, Passport Number: Q66620585, contact claudia.schneider26@protonmail.com. [#32f13dd06ba1b453-590] | {"_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": 24, "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": 0.1, "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"} | 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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 8723337908467034499, "lattice_cell_id": "LxE:entity_type=PIN|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": "b6f2885d-ba59-45c9-8c4e-8a16a5c8a14c", "v1_record_id": n... | null | 7dcfaad3-0654-5bd8-9337-b923883fffc4 | 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 Miguel García, PIN: 2215, contact miguel.garcía74@fastmail.com. [#790f859c09e06983-125] | {"_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": 0.77, "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"} | 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": 16886185745853475704, "lattice_cell_id": "LxE:entity_type=HEALTH_INSURANCE_ID|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": "b6f14cfe-6b0d-4882-8f69-a55f159f514b", ... | null | 661acc06-68b3-5249-8350-353440fb3a49 | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.2.0 | Deva | Record for Kavita Mehta, Health Insurance Id: INS-387478908, contact kavita.mehta71@aol.com. [#ea57c87810dc6b78-737] | {"_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": 26, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.89, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | ["PROCEDURE_NAME"] | {"behavioral_signal_density": 0.4667, "interest_topics": {"indicators": ["topic:fitness:1", "topic:gaming:1"], "present": true, "uniqueness": "high"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "profess... | 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"} | 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": 0.3967, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 10323535001785777667, "lattice_cell_id": "LxE:entity_type=PROCEDURE_NAME|language=fr", "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": "6570d21b-70c9-43a0-9710-0d8928989a2c", "v1_r... | null | 54842a51-1772-5661-9bf5-01ebc64af070 | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.2.0 | Latn | Record for Isabelle Thomas, Procedure Name: Comprehensive Metabolic Panel, contact isabelle.thomas47@yahoo.com. [#8f4490633fc0be03-549] | {"_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... | 12 | 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": 0.88, "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 | challenging | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | bn | 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": 6186657414815347839, "lattice_cell_id": "LxE:entity_type=BAR_NUMBER|language=bn", "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": "84a3181f-0d7f-41eb-9bcb-4499f5f3fd27", "v1_record... | null | 1bd1fdc3-afb3-56f9-8fad-c83e308915b8 | 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 | Beng | Record for করিম রহমান, Bar Number: BAR-013628, contact করিম.রহমান3@icloud.com. [#55db6c23f51af47f-680] | {"_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": 0.8, "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"} | 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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 13356878122641829852, "lattice_cell_id": "LxE:entity_type=USERNAME|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": "f7d341fd-a64b-49cc-bf60-beeb1bd07173", "v1_record_... | null | a9ec67f7-741b-5498-b74b-0f8d4ee49517 | 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 | Arab | Record for خالد العلي, Username: sys_5176, contact خالد.العلي34@protonmail.com. [#b95d29e28040afdc-619] | {"_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": "moderate", "techniques": ["zero_width_char"], "type": "zero_width_char"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 29, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.86, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"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"}, "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", "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": 0.3967, "k_anonymity_estimate": 100, "qid_type_count_ris... | {"generation_seed": 17679447367776397578, "lattice_cell_id": "AxE:adversarial=zero_width_char|entity_type=SWIFT_BIC_CODE", "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": "c993e782-b0be-41d0-a3af-c209... | null | ad22b147-56d7-53c2-820c-f05356698caf | 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 Christopher Flores, Swift Bic Code: UXHAGBU8, contact christopher.flores85@protonmail.com. [#f55a03b61586e90a-523] | {"_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": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | ["PROCEDURE_NAME"] | {"behavioral_signal_density": 0.4667, "interest_topics": {"indicators": ["topic:fitness:1", "topic:gaming:1"], "present": true, "uniqueness": "high"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "profess... | 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"} | 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": 0.3967, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 9947591317620886178, "lattice_cell_id": "LxE:entity_type=PROCEDURE_NAME|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": "d3633a8c-8186-4527-a798-3e30fa2b263e", "v1_re... | null | a5541e52-0f9c-5cd4-b4b0-e762ac5580b3 | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.2.0 | Deva | Record for Sanjay Sharma, Procedure Name: Comprehensive Metabolic Panel, contact sanjay.sharma93@gmail.com. [#8a0cf199498d8aa2-70] | {"_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... | 12 | 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": 0.85, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "... | [] | {"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 | easy | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | bn | 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": 0.2068, "k_anonymity_estimate": 100, "qid_type_count_ris... | {"generation_seed": 17411101518679500215, "lattice_cell_id": "LxE:entity_type=SWIFT_BIC_CODE|language=bn", "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": "3884723c-4f52-493c-bf93-73d8b97e884c", "v1_r... | null | bc03175b-88e6-5fc0-9f63-56d0d192ec4c | 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 | Beng | Record for মিতু বিশ্বাস, Swift Bic Code: FPOUFRG3, contact মিতু.বিশ্বাস38@icloud.com. [#f1a0a8955127e5b7-186] | {"_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": 26, "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 | challenging | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 7632467086347264506, "lattice_cell_id": "LxE:entity_type=CVV|language=fr", "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": "997851fd-4731-4158-8489-9b9bdece1bdd", "v1_record_id": n... | null | 021a792b-c522-5875-8db8-64b590765a22 | 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 Isabelle Dubois, CVV: 666, contact isabelle.dubois30@fastmail.com. [#69ebf8606196e1fa-1067] | {"_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": "mask", "category": "digital_online", "cluster_id": null, "context_dependency": "none", "end": 43, "entity_id": "e0", "entity_type": "USERNAME", "information_anchor_score": 0.18, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "start": 27, "text": ... | [] | {"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", "entity_tracking"] | null | general | {"coreference_chains": [["e1", "e3", "e5"]], "num_distinct_persons": 1, "num_repeated_entities": 1, "tracking_difficulty": "none"} | en | Germanic | context_preservation | {"_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": "73e1b5dd-0ec5-5d8b-9c1b-516fb8567587", "v1_record_id": "SYN-008478"} | null | 72d97a2d-2c30-5fea-a412-3a1de61fabae | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | config = {
"db_user": "andrewstewart478",
"admin_email": "andrew.stewart78@protonmail.com",
"api_key": "sk-37d805af16c4",
"ssh_host": "88.30.90.210",
"owner": "Andrew Stewart",
"ssn_backup": "478-28-9478",
}
# Contact Dr. Stewart at +1 (678) 346-3214 for access.
# MAC whitelist: 5a:96:d2:4a:86:f... | {"_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... | 31 | 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": 0.89, "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 | hard | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | th | Tai | 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": 12574146398088625442, "lattice_cell_id": "LxE:entity_type=PASSWORD|language=th", "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": "85144169-f223-4055-870b-3e4cd11e48f4", "v1_record_... | null | 20d226c2-b6b4-5137-b29e-339ea0240497 | 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 | Thai | Record for อานนท์ วงศ์สวัสดิ์, Password: W2GcsEtD, contact อานนท์.วงศ์สวัสดิ์72@icloud.com. [#ae80578743d47d22-64] | {"_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... | 9 | 2.2.0 |
{"difficulty": "moderate", "techniques": ["base64_encoding"], "type": "base64_encoding"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.85, "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", "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": 5837922887055667871, "lattice_cell_id": "AxE:adversarial=base64_encoding|entity_type=CRYPTOCURRENCY_ADDRESS", "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": "37fb22c7-f89c-4f05-aa... | null | cbdf8090-400b-54ba-b5c5-93cbf04f4125 | 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 Joseph Clark, Cryptocurrency Address: MHgzNzNiZWU0NDBiNzJmOGIwZjUzMmRlYWQ1YTVhNTc1NzQwNDk0MjZl, contact joseph.clark82@outlook.com. [#510477ef6513729f-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... | 10 | 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": 0.77, "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 | challenging | ["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": null, "qid_type_count_ris... | {"generation_seed": 6979387788300046032, "lattice_cell_id": "LxE:entity_type=PIN|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": "8ceaa9d9-b400-4df3-9e48-0c4fc589a568", "v1_record_id": n... | null | 074de579-2fb3-5cf1-b67b-5301386706b6 | 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 지훈 박, PIN: 9211, contact 지훈.박96@hotmail.com. [#60dbc4370f52ced0-650] | {"_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": 0.77, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | ["HEALTH_CONDITION"] | {"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 | easy | ["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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 5288135626190132401, "lattice_cell_id": "LxE:entity_type=HEALTH_CONDITION|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": "f06b0b62-a1b9-4110-90ce-967e338e7168", "v1_... | null | fcd5ae45-0b68-5851-9bcf-94dccdf5ded3 | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.2.0 | Jpan | Record for 裕子 松本, Health Condition: Chronic Kidney Disease, contact 裕子.松本17@protonmail.com. [#49633b55932694b1-47] | {"_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... | 12 | 2.2.0 |
{"difficulty": "moderate", "techniques": ["base64_encoding"], "type": "base64_encoding"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.8, "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", "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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 9133581589528986635, "lattice_cell_id": "AxE:adversarial=base64_encoding|entity_type=AUTHENTICATION_TOKEN", "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": "a2c66eb2-ec88-4ba9-87d3... | null | dafff21d-99da-5084-950f-03593bdd971e | 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 George Taylor, Authentication Token: QmVhcmVyIDFkY2E5ZDk2NzVhZTI0NzA1ODY5ODIxNDQ2NTBiOTNkN2MyNzM5YTg=, contact george.taylor30@protonmail.com. [#7ec100105aec440b-405] | {"_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", "sensitivity_class": "direct_identifier", "start": 11, "text": "Ε... | [] | {"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"} | 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": 1190629430888124816, "lattice_cell_id": "LxE:entity_type=USERNAME|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": "739a69ee-9d6f-461f-b09a-228d894bbef3", "v1_record_i... | null | 9317d08e-e7d3-552e-a178-91023f067098 | 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 | Grek | Record for Ελένη Νικολάου, Username: user_9475, contact ελένη.νικολάου90@icloud.com. [#1085f728bf365190-204] | {"_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": "moderate", "techniques": ["ocr_artifact"], "type": "ocr_artifact"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.78, "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", "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": 12033034440733313378, "lattice_cell_id": "AxE:adversarial=ocr_artifact|entity_type=DRIVER_LICENSE_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": "93f68b5d-84e3-4447-a508-... | null | d9e9b864-01ad-5d17-9d5d-fa86fedeb63f | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Record for Mark Brown, Driver License Number: AP-gGI3AT, contact mark.brown34@yahoo.com. [#a6fded11f1f34962-257] | {"_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": ["context_ambiguity", "name_location_collision"], "type": "context_ambiguous"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "high", "end": 9, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.84, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta... | [] | {"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 | challenging | ["context_preservation", "edge_cases"] | null | general | {"coreference_chains": [], "num_distinct_persons": 2, "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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "bd11c95f-d98d-4a55-9193-0f290e0c43cc", "v1_record_id": null} | null | 58181ad2-7b90-5ea0-8220-c6889f551cbc | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Dr. Chase practices in Chase. SSN: 803-82-5964. Email: joshua.thomas75@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... | 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": 0.8, "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"} | 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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 7016621808920692892, "lattice_cell_id": "LxE:entity_type=API_KEY|language=fr", "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": "b8c91a81-6209-4d18-96c6-1dc902c5e0d7", "v1_record_id... | null | 7af1b335-3e9a-57c7-877a-f7cfe10f57ed | 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 Anne Bernard, API key: sk-VbxAbQrOAJneAGFlEPJ5TpcfeShd3Ow5, contact anne.bernard42@gmail.com. [#61600c5c0bfa089c-1012] | {"_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": "moderate", "techniques": ["mixed_patterns"], "type": "mixed"} | [{"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... | [] | {"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": 0, "num_repeated_entities": 1, "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": "1b3fd79a-b48d-5422-b9de-fc2ca49b79b3", "v1_record_id": "edge-case-000614"} | null | 7080bae6-107e-51e5-8336-090ba2963914 | 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 | Contact Cynthia Jackson or 田中太郎 at cynthia.jackson@yahoo.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... | 7 | 2.2.0 |
{"difficulty": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 28, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.89, "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 | 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 | {"_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": 20, "qid_type_count_risk_... | {"generation_seed": 42, "license": "CC-BY-4.0", "source_type": "curated_public", "v1_3_0_record_id": "5ac9394a-4d7d-5bbf-99a5-5277ebd32726", "v1_record_id": "CUR-031373"} | {"query": "What is the SSN listed?", "relevant_entity_ids": ["e3", "e5"]} | b9f93dd0-aa99-5dfb-adf9-c3bea2f498a1 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Arab | Employee record: Huda Rahman, email: huda.rahman73@yahoo.com, phone: +1 (373) 611-3849. Tax ID: 873-63-5373. Address: 1773 Hickory Boulevard, Bristol, FL 41373. Company: Sterling Cooper. | {"_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... | 23 | 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... | [] | {"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_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 | challenging | ["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": 0.2182, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 12815225253617280853, "lattice_cell_id": "LxE:entity_type=IBAN|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": "e774f495-606f-453f-81c1-28323ecf47da", "v1_record_id":... | null | 7da892b6-bfa0-5fe2-a4bd-f6da10ea4c77 | 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 María Gómez, IBAN: IT73658786196431806544, contact maría.gómez30@aol.com. [#b1d8d3785e792755-952] | {"_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": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.81, "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 | hard | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | bn | 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": 7720455342435927517, "lattice_cell_id": "LxE:entity_type=INVOICE_NUMBER|language=bn", "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": "0d1a006c-1fca-47b7-9855-0d418abecc57", "v1_re... | null | b93af085-00d7-50e4-a9a4-9e4a941b95d1 | 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 | Beng | Record for মিতু সরকার, Invoice Number: INV-492874, contact মিতু.সরকার72@fastmail.com. [#6b24913aae2905dd-1416] | {"_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": 0.76, "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... | semi_structured | easy | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"} | th | Tai | multilingual | {"_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": "beac0fd6-a956-5de5-9fdd-4a5a8cc49d0b", "v1_record_id": "EVAL-042298"} | null | f74005b0-6984-51ed-ab08-b81f21c15a6a | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Thai | {{"name": "พงศ์ แสงทอง", "email": "พงศ์.แสงทอง81@yahoo.com", "phone": "+1 (911) 256-9483", "ssn": "693-17-7665", "ip": "115.113.190.107"}} | {"_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": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.87, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | ["HEALTH_CONDITION"] | {"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"} | 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": 9807282056572867989, "lattice_cell_id": "LxE:entity_type=HEALTH_CONDITION|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": "32d0fb04-21eb-4cfa-9310-06e8a0fa20ac", "v1_... | null | 8ef247d2-14d7-5c42-81eb-fe79549eeec3 | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.2.0 | Arab | Record for عائشة النجار, Health Condition: Essential Hypertension, contact عائشة.النجار69@aol.com. [#881a7711ba169595-529] | {"_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": 0.75, "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"} | 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": 3925790711610197302, "lattice_cell_id": "LxE:entity_type=USERNAME|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": "1bee1316-9e6a-46ad-ae04-83464aa4a48a", "v1_record_i... | null | 036f499e-13b0-51ba-8984-5f21afb02cdd | 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 מיכל אברהם, Username: sys_9025, contact מיכל.אברהם30@mail.com. [#367b35da3c0dc536-265] | {"_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": 14, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "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"} | zh | Sinitic | 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": 100, "qid_type_count_ris... | {"generation_seed": 3040521223151999545, "lattice_cell_id": "LxE:entity_type=SWIFT_BIC_CODE|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": "9e93ab35-4e00-4da0-9599-f30c5e63cd01", "v1_re... | null | 049341b1-56b3-55aa-ab47-4c9ec4ff354d | 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 | Hans | Record for 洁 徐, Swift Bic Code: CHYJGBE9, contact 洁.徐93@icloud.com. [#2a3219f16e02da39-314] | {"_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": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.9, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier"... | ["HEALTH_CONDITION"] | {"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 | 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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 9295871885395197288, "lattice_cell_id": "LxE:entity_type=HEALTH_CONDITION|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": "c04b2bef-f8bb-41f1-9c68-63e07ad13e18", "v1_... | null | 7c6e9438-7939-5768-8650-fd74a29c54ee | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.2.0 | Deva | Record for Anjali Kumar, Health Condition: Chronic Kidney Disease, contact anjali.kumar48@protonmail.com. [#8101923a66857d68-411] | {"_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... | 12 | 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": 0.77, "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 | easy | ["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": 5819284361595917681, "lattice_cell_id": "LxE:entity_type=API_KEY|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": "f328d6f1-aabc-47e2-95b4-608fe4bee981", "v1_record_id... | null | c43e1e7f-2f0b-50d5-9e91-99ea0b0e6e55 | 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 | Jpan | Record for 翔太 田中, API key: sk-4DfkkioTONSEJqJv4yF7RFWIpZcKzcU4, contact 翔太.田中96@hotmail.com. [#50c2404b83e91571-661] | {"_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": 37, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.75, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta... | [] | {"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"}, "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 | easy | ["context_preservation", "diverse_pii_types"] | null | general | {"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 1, "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": 0.3967, "k_anonymity_estimate": 100, "qid_type_count_ris... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "c1bfd816-6fe5-5e39-91a0-69937eed1b2a", "v1_record_id": "SYN-001689"} | null | 5fb9aec4-48ec-5e63-890f-cb5c48304d55 | 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 | Re: Case #21689. Defendant Prof. King (Cynthia King), residing at 1789 Ash Place, Lexington, MI 11689, is hereby notified. Passport: P9Z101689. Counsel may reach the defendant at +1 (289) 823-4957 or cynthia.king89@icloud.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... | 32 | 2.2.0 |
{"difficulty": "moderate", "techniques": ["base64_encoding"], "type": "base64_encoding"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 29, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.85, "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": "aff8142f-503f-4cc5-8b49-c0e3538d9f06... | null | 2aa2b8f2-e5cc-5359-bdc7-3da683918f64 | 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 Christopher Thomas, Tax Id: NTQtNjA3NDc5NA==, contact christopher.thomas48@hotmail.com. [#ca554642367bd3c2-676] | {"_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": 0.84, "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"} | 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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 3070903528912962783, "lattice_cell_id": "LxE:entity_type=API_KEY|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": "15674abf-5841-47a1-8adf-990adb755786", "v1_record_id... | null | 0c943cdd-758b-5f4c-b115-6ef303fc0ad9 | 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 Martina Wagner, API key: sk-ENjGvOmLS5WgEQ4aEHMfvtYh8aZFa3IH, contact martina.wagner13@fastmail.com. [#2a9e0a7d3c59c4df-1283] | {"_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": 0.76, "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"} | 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": 0.085, "k_anonymity_estimate": 100, "qid_type_count_risk... | {"generation_seed": 10128662875171917086, "lattice_cell_id": "LxE:entity_type=SALARY|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": "47570ab8-7333-463f-93bf-6812e307177f", "v1_record_id... | null | 0ac3e3ac-47d4-58fd-9a4c-2107d7e99953 | 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 Cristina Rivera, Salary: $216,000, contact cristina.rivera87@icloud.com. [#8c903d38944f0d1e-221] | {"_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": 26, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.79, "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 | hard | ["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": 6005258686846854741, "lattice_cell_id": "LxE:entity_type=INVOICE_NUMBER|language=el", "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": "da7ee2eb-facf-473b-b841-9a7d39561d85", "v1_re... | null | 6039328c-bcf4-58f3-869e-d0b7090aefa2 | 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 | Grek | Record for Γεώργιος Μακρής, Invoice Number: INV-109100, contact γεώργιος.μακρής73@outlook.com. [#5356f6f55dd5e655-1439] | {"_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": 0.81, "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"} | 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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 3070903528912962783, "lattice_cell_id": "LxE:entity_type=API_KEY|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": "cc853276-6a8e-4372-a100-ff9c74b3276a", "v1_record_id... | null | f6a23a37-f9e3-59f3-83bf-eb0f4f3f5b00 | 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 Klaus Braun, API key: sk-gkYYkApCbqCBwwgnkZN47NMY8avDUt2n, contact klaus.braun71@gmail.com. [#2a9e0a7d3c59c4df-86] | {"_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": 0.83, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "... | ["PROCEDURE_NAME"] | {"behavioral_signal_density": 0.4667, "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"},... | 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": 0.3967, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 16533346651511797923, "lattice_cell_id": "LxE:entity_type=PROCEDURE_NAME|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": "6fdded69-f038-4e3b-b4e8-ffa8ccb20140", "v1_r... | null | 8fd7923f-a73c-5453-82b6-5ee5260a8312 | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.2.0 | Cyrl | Record for Алексей Смирнов, Procedure Name: Electrocardiogram, contact алексей.смирнов38@zoho.com. [#e5723f2e9fc138a3-517] | {"_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": 0.76, "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"} | 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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 11862175428128548203, "lattice_cell_id": "LxE:entity_type=PASSPORT_NUMBER|language=fr", "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": "b3f25abc-776f-4f82-bf0f-0b1af2ca73ff", "v1_... | null | 1ec4ba18-375f-543f-9153-3a488c665b03 | 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 Jean Garcia, Passport Number: F49819856, contact jean.garcia28@aol.com. [#a49ee9b410f8256b-609] | {"_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": "severe", "techniques": ["zero_width_insertion"], "type": "zero_width_char"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 28, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.81, "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": "dc9cb92b-3b2e-41a4-8ce3-b043bedd14c3", "v1_record_id": null} | null | 4074046b-56c6-582b-8826-f8ee3fe6d84c | 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 Elizabeth Martinez at elizabeth.martinez42@yahoo.com or +1 (802) 273-2530. SSN: 948-17-7923. | {"_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": 0.86, "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 | hard | ["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": 13243184948578435689, "lattice_cell_id": "LxE:entity_type=PASSPORT_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": "be193f57-8b67-4125-b0d0-75c7bd2776e3", "v1_... | null | 9fea1bb9-7c27-5798-a83f-2f369ac45b27 | 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 Михаил Новиков, Passport Number: N99997728, contact михаил.новиков50@aol.com. [#b7c93e8b9ad14269-604] | {"_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": 28, "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 | 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": 14639852971560314704, "lattice_cell_id": "LxE:entity_type=DRIVER_LICENSE_NUMBER|language=el", "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": "e10440db-c167-4871-a884-1c9c4c25e410"... | null | e32ea6c9-5149-5302-930d-5202ab3c10bf | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | medium | 2.2.0 | Grek | Record for Γεώργιος Αντωνίου, Driver License Number: LT-635203, contact γεώργιος.αντωνίου61@icloud.com. [#cb2b34b65dcca750-886] | {"_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": 14, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.85, "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"} | zh | Sinitic | 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": 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": "49490410-eed7-4ca0-a688-3921bd035962", "v1_re... | null | 797e087d-8f5a-5ea4-9a38-f171f6709dd8 | 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 | Hans | Record for 军 郭, Invoice Number: INV-904223, contact 军.郭77@outlook.com. [#2aeb069fbaba892c-252] | {"_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": "moderate", "techniques": ["base64_encoding"], "type": "base64_encoding"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "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 | 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": 0.2068, "k_anonymity_estimate": null, "qid_type_count_ri... | {"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": "efdfcf1e-8560-4bad-baed-f18cf1daae28", ... | null | f3d79e8d-544c-5e71-9a90-27bf0b6b1f50 | 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 Lisa Johnson, IBAN: RlIxNDUyOTkzOTk3ODk4OTc0MTIxMA==, contact lisa.johnson56@outlook.com. [#694bec5011ebd2a2-541] | {"_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": 0.87, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "... | [] | {"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 | easy | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | th | Tai | 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": 100, "qid_type_count_ris... | {"generation_seed": 14350477748898804528, "lattice_cell_id": "LxE:entity_type=SWIFT_BIC_CODE|language=th", "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": "c827f9bb-b811-4c61-8d0b-2cd6aac1a94b", "v1_r... | null | 93a1d218-2cf2-5281-a96f-c6f06847e894 | 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 | Thai | Record for รัตนา บุนนาค, Swift Bic Code: PFSDCHU6, contact รัตนา.บุนนาค75@icloud.com. [#c727237b0442b330-1312] | {"_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": 0.79, "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"} | 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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri... | {"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": "88030c72-ce0f-4328-8340-1ff290081650", "v1_record_id": n... | null | 692cd233-c116-589a-8ff8-0f3bb1e427fd | 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 Rahul Verma, PIN: 8649, contact rahul.verma66@protonmail.com. [#80b172bb74ff352e-622] | {"_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": 0.8, "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 | moderate | ["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": "8feee461-cf8a-4a05-948a-ee2216b7c716", "... | null | d8049b78-0193-5f76-90ac-75e575df85c6 | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | high | 2.2.0 | Jpan | Record for 大輔 吉田, Health Insurance Id: INS-341206818, contact 大輔.吉田51@outlook.com. [#78c30160ff75936e-245] | {"_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": 0.9, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "ר... | ["MEDICATION_NAME"] | {"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"} | 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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri... | {"generation_seed": 13565234293998593119, "lattice_cell_id": "LxE:entity_type=MEDICATION_NAME|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": "4b8b35d3-8568-41c5-80c6-2463b38e83c4", "v1_... | null | fc5eb9d9-5b9d-5d2b-82f7-84f15f86bb94 | out_of_scope_of_dataset | in_scope | in_scope | in_scope | out_of_scope_of_dataset | medium | 2.2.0 | Hebr | Record for רבקה ביטון, Medication Name: Lisinopril 10mg, contact רבקה.ביטון89@icloud.com. [#bc4164b7fcbba45f-161] | {"_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": ["ocr_artifact"], "type": "ocr_artifact"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.84, "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": 2231169006412033402, "lattice_cell_id": "AxE:adversarial=ocr_artifact|entity_type=BANK_ACCOUNT_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": "a1b3d552-88a9-489f-8f01-421... | null | ee434337-e9f0-5881-9b15-0d653d9a4c30 | 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 Daniel Martin, Bank Account Number: G456BgE419, contact daniel.martin71@gmail.com. [#1ef6b463dd0ced7a-323] | {"_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": 0.83, "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 | challenging | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | th | Tai | 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": 5645695408975385277, "lattice_cell_id": "LxE:entity_type=MAC_ADDRESS|language=th", "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": "1c0a57bc-3b0e-4054-adc3-3eb2a4116525", "v1_recor... | null | 7d188234-9368-54ed-977e-3841354f1d3a | 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 | Thai | Record for วนิดา แก้วกล้า, MAC: c5:31:3f:3d:d4:b8, contact วนิดา.แก้วกล้า33@mail.com. [#4e598a0ff20812bd-632] | {"_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": 14, "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 | hard | ["context_preservation", "diverse_pii_types", "multilingual"] | null | general | {"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"} | zh | Sinitic | 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": 14844238672174577614, "lattice_cell_id": "LxE:entity_type=PASSPORT_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": "e5eb00f1-97f4-4661-b00e-12318b578d84", "v1_... | null | 2d2b1602-993f-544d-99f3-b2673015079e | 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 | Hans | Record for 丽 赵, Passport Number: U73754858, contact 丽.赵44@zoho.com. [#ce01546c9814f7ce-1283] | {"_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": 0.84, "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 | 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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 13352541386150832258, "lattice_cell_id": "LxE:entity_type=INVOICE_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": "c616c8b0-69cf-44aa-b436-8f7d86cd7e44", "v1_r... | null | 67333e0e-7ab7-57b3-b553-9e69873425fe | 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 Mariana Santos, Invoice Number: INV-902432, contact mariana.santos71@gmail.com. [#b94dc1a55a38e882-1349] | {"_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": 0.2667, "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"} | 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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri... | {"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": "cd92ab6a-c143-43d4-a6ce-9eee160e9e44", "v1_record_id": n... | null | d6306b83-e2a0-5adc-ad07-0997562032a5 | 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 Priya Kumar, PIN: 0266, contact priya.kumar77@aol.com. [#80b172bb74ff352e-321] | {"_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": "moderate", "techniques": ["ocr_artifact"], "type": "ocr_artifact"} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "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": 100, "qid_type_count_risk... | {"generation_seed": 7903826549045758213, "lattice_cell_id": "AxE:adversarial=ocr_artifact|entity_type=BANK_ROUTING_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": "f5800a73-ffc9-41b4-afa4-2eb... | null | 4b8dddda-43b4-5ed5-8520-c9db295359ce | 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 David Martinez, Bank Routing Number: 42Z28B350, contact david.martinez68@mail.com. [#6db0085ebe2c8905-421] | {"_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": 0.86, "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"} | 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": 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": "b9e9b5f7-3fc3-4ff4-a42b-b655f4223e73", "v1_recor... | null | 5756e08a-8204-5775-98be-0171a3024b4a | 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 | Arab | Record for علي السعيد, IP: 69.94.116.221, contact علي.السعيد54@gmail.com. [#c3b8a4ecf60e8ca6-112] | {"_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": 0.82, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | [] | {"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"}, "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 | easy | ["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": 0.3967, "k_anonymity_estimate": 100, "qid_type_count_ris... | {"generation_seed": 14115997273149409261, "lattice_cell_id": "LxE:entity_type=SWIFT_BIC_CODE|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": "038aaced-b5be-46c5-b7f6-2a5c365abd2b", "v1_r... | null | 6a295657-f409-50f4-8611-f2883e6785a6 | 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 | Jpan | Record for 美咲 井上, Swift Bic Code: GWVNCHKC, contact 美咲.井上93@protonmail.com. [#c3e618baec7407ed-553] | {"_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": 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": 0.48, "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 | challenging | ["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": 0.408, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 7338764767542649323, "lattice_cell_id": "LxE:entity_type=IBAN|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": "b45f2be4-c552-46b0-9f7a-578335434c62", "v1_record_id": ... | null | b0ff7671-b8a4-550c-b1bb-679dbcb0e8b7 | 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 Giulia Giordano, IBAN: IT65026485530417675202, contact giulia.giordano91@protonmail.com. [#65d887ac738821eb-804] | {"_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": 26, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "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"} | nl | 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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris... | {"generation_seed": 12284612100389472108, "lattice_cell_id": "LxE:entity_type=CREDIT_CARD_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": "5f6d3dea-016a-42b5-95c1-24b0e3e2f97a", "... | null | 98f4cbee-e661-56d1-833c-97a84d2ac509 | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | in_scope | high | 2.2.0 | Latn | Record for Petronella Smit, Credit Card Number: 6011 2646 3310 2795, contact petronella.smit37@aol.com. [#aa7bb59e5f2e076c-973] | {"_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": "clean", "techniques": [], "type": null} | [{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 41, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.88, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier... | ["HEALTH_CONDITION", "HEALTH_INSURANCE_ID", "MEDICAL_RECORD_NUMBER", "MEDICATION_NAME"] | {"behavioral_signal_density": 0.7333, "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, "uniqueness": "none"}, "profe... | 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 | moderate | ["context_preservation", "diverse_pii_types"] | referral_letter | clinical | {"coreference_chains": [], "num_distinct_persons": 7, "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": "b6977129-d6fe-4741-8436-56c62fb0c34e", "v1_record_id": null} | null | 79127a58-bec1-5cef-9bcd-6f9e0a6abffd | 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. Kimberly Lewis, NPI: 4877813015
Memorial Regional Medical Center
Email: kimberly.lewis27@zoho.com
To: Dr. Andrew Moore, Department of Cardiology
Date: 2025-11-14
RE: George White (DOB: 1982-04-03, MRN: MRN-7964830)
Dear Dr. Andrew Moore,
I am writing to refer my patient, Geor... | {"_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... | 108 | 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": 0.84, "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 | hard | ["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": "2207bc16-0b05-464a-bb80-223858cf17b3", "v1_record_id... | null | 1d23bb35-379c-57cc-9127-cbaf4a38e464 | 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 Андрей Сидоров, Salary: $161,000, contact андрей.сидоров58@hotmail.com. [#e4ae1716397677bd-440] | {"_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": 0.84, "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": null, "qid_type_count_ris... | {"generation_seed": 10924505612684936414, "lattice_cell_id": "LxE:entity_type=CREDIT_CARD_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": "2883beb3-9840-46a8-8fca-67d10700857b", "... | null | a33e1596-10b3-5064-8c78-a5e351be08ed | out_of_scope_of_dataset | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | in_scope | high | 2.2.0 | Cyrl | Record for Иван Козлов, Credit Card Number: 5128 4336 5572 4601, contact иван.козлов68@icloud.com. [#979ba3f966d8c4de-293] | {"_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": "hard", "techniques": ["gender_ambiguous_name"], "type": "ambiguous"} | [{"anonymization_strategy": "pseudonymize", "category": "contact", "cluster_id": null, "context_dependency": "low", "end": 44, "entity_id": "e0", "entity_type": "EMAIL_ADDRESS", "information_anchor_score": 0.45, "mention_variant": null, "nested_entities": [{"end_offset": 17, "entity_type": "PERSON_NAME", "start_offset"... | [] | {"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"}, "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", "edge_cases"] | null | general | {"coreference_chains": [], "num_distinct_persons": 0, "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": 0.238, "k_anonymity_estimate": 100, "qid_type_count_risk... | {"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "2fd51a8f-fdab-453e-9eab-69cd058f1faa", "v1_record_id": null} | null | 7e5fd9bc-8a81-565a-88f9-43c29db36906 | in_scope | in_scope | out_of_scope_of_dataset | out_of_scope_of_dataset | out_of_scope_of_dataset | high | 2.2.0 | Latn | Jordan sent patricia.walker67@protonmail.com to Pat at Oscorp Industries. They called +1 (775) 959-8950 about order #EMP-43327. SSN: 100-51-1131. | {"_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... | 18 | 2.2.0 |
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