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": 22, "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": 0.2567, "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
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": 0.2182, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 18433454780635351904, "lattice_cell_id": "LxE:entity_type=IBAN|language=ar", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "86fbfc7a-d1ce-4295-8cde-61e1f9887b0e", "v1_record_id":...
null
258aa143-832f-54a4-852b-c19116676f11
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 محمد السعيد, IBAN: IT87230607730797865996, contact محمد.السعيد10@aol.com. [#ffd0c97556ff0b60-1015]
{"_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": 0.8, "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"}
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": 3208775754445646859, "lattice_cell_id": "LxE:entity_type=BAR_NUMBER|language=ko", "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": "0ac11a46-f9b6-4df2-ada8-0ca979b462c0", "v1_record...
null
8b352b85-6f8b-5fad-8552-f7d7c467fa3e
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 우진 이, Bar Number: BAR-535992, contact 우진.이38@mail.com. [#2c87dc8c3f9e6c0b-333]
{"_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": 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": 12425146834935206640, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_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": "89159c08-0f7b-4247-873f-e54f3573370...
null
cb512bc7-6e3f-5c22-96a9-3ab8863bd8c7
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 勇 陈, Insurance Policy Number: POL-3210950, contact 勇.陈81@zoho.com. [#ac6efd371261d2f0-838]
{"_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": 20, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.8, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "ש...
[]
{"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"}
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": 493916560090594223, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_NUMBER|language=he", "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": "08fdc3e8-4bb1-4a11-8539-700f486ad8fc", "v...
null
624447ce-c816-5c35-a951-58b396c83980
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 שרה אברהם, Bank Account Number: 0037246567, contact שרה.אברהם1@fastmail.com. [#6dabe7e98e1fbaf-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...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": "person-00543", "context_dependency": "low", "end": 40, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.98, "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":...
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
general
{"coreference_chains": [["e0", "e3", "e4", "e8", "e12"], ["e1", "e5", "e6", "e10", "e14"]], "num_distinct_persons": 3, "num_repeated_entities": 2, "tracking_difficulty": "none"}
en
Germanic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "6d32c78d-d572-5244-948f-c21a2c23d9de", "v1_record_id": "TRK-00543"}
null
142dfdab-b7cd-5119-a617-32b889d94ed7
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Case file references both Angela Stewart and Angela Rodriguez. In meeting notes, the name Angela appears without disambiguation. Email angela.stewart43@protonmail.com belongs to Dr. Stewart, while debra.rodriguez43@protonmail.com belongs to Ms. Rodriguez. Phone records show +1 (743) 801-8059 for Stewart and +1 (443) 30...
{"_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...
56
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": 0.84, "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"}
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": 4938489426769227993, "lattice_cell_id": "LxE:entity_type=PASSWORD|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": "06d6ec98-69cb-4583-a703-c7b8e74fe1c4", "v1_record_i...
null
7a83519a-9631-50cb-98fb-88590084a6ab
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 Νικόλαος Βασιλείου, Password: PbKpIWEQuiv0, contact νικόλαος.βασιλείου48@hotmail.com. [#448909f7e99a30d9-841]
{"_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": "person-23625", "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.97, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_...
[]
{"behavioral_signal_density": 0.49, "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"}, "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", "entity_tracking", "multilingual"]
null
financial
{"coreference_chains": [["e0", "e3", "e6", "e7", "e11"], ["e1", "e5", "e8", "e9", "e13"]], "num_distinct_persons": 2, "num_repeated_entities": 2, "tracking_difficulty": "none"}
es
Romance
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": 0.4165, "k_anonymity_estimate": 20, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "a33607e0-2ff1-53a7-a9c5-556b2f1064f1", "v1_record_id": "DIM-CP-01624"}
null
55aa3be3-8a7d-5e72-8d84-43c11b6c4b65
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
[10:02 AM] Sofia Gonzalez: Hey Patricia, can you send me the client file? [10:03 AM] Patricia Carter: Sure! The client is at 3925 Maple Drive, Springfield, PA 33625. [10:04 AM] Sofia: Thanks. Their contact is 531-482-5612... wait, let me check. It's +1 (625) 775-2125. [10:05 AM] Patricia: Got it. I'll email the docs to...
{"_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...
91
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": 0.82, "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"}
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": "53ae78f0-7f9b-4c87-8f12-bf081341817f", "v1_record_id...
null
d6c90ed1-cd9e-56a7-bf03-83cfcc68e1f2
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 Monika Wolf, API key: sk-Klusg4N7eSLag60YZxU2fktVFaDc7F4g, contact monika.wolf49@mail.com. [#2a9e0a7d3c59c4df-768]
{"_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": ["mixed_script", "cross_language"], "type": "mixed_script"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 33, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "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
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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "ddaefe65-dcc1-4b79-9edf-4969c1f54a7d", "v1_record_id": null}
null
66653773-f1e3-5f31-9c0c-031e125dbe19
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
Please forward the report to 翔太 林 at kenneth.nguyen48@yahoo.com. CC: Kenneth Nguyen (+1 (881) 957-2089).
{"_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": "moderate", "techniques": ["zero_width_char"], "type": "zero_width_char"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "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", "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": 6558042020130171833, "lattice_cell_id": "AxE:adversarial=zero_width_char|entity_type=INVOICE_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": "2ab9a575-df39-4a21-9197-441ec...
null
0de727fc-5880-52fc-8ae8-5e074cc87a00
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 Flores, Invoice Number: INV​-11011​7, contact george.flores50@outlook.com. [#5b02d878a7f1abb9-255]
{"_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": "mask", "category": "digital_online", "cluster_id": null, "context_dependency": "none", "end": 67, "entity_id": "e0", "entity_type": "USERNAME", "information_anchor_score": 0.22, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "start": 55, "text": ...
["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
challenging
["context_preservation", "diverse_pii_types", "edge_cases"]
null
clinical
{"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": 0.408, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "83b42cee-364f-5962-9802-6791978f86da", "v1_record_id": "DIM-EG-00166"}
null
0ae2bc43-67ea-5646-b266-58885f19f5d3
in_scope
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Latn
User accessed: https://portal.example.com/profile?user=annamoore167&email=anna.moore67@yahoo.com&ssn=867-57-7167&name=Anna+Moore Redirect to: https://api.example.com/v2/records/MRN-1024167 Callback URL contains phone: https://hooks.example.com/notify?phone=+1 (367) 569-9171
{"_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": 22, "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": 0.1, "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"}
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": 17775577232313105197, "lattice_cell_id": "LxE:entity_type=PHONE_NUMBER|language=he", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "a7b08ae1-545e-4770-9527-56fdd4943727", "v1_rec...
null
dee85f60-0532-5083-93db-e5352a09aa53
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 יעקב אזולאי, Phone Number: +1 (837) 701-7800, contact יעקב.אזולאי45@zoho.com. [#f6af8950518b3b2d-542]
{"_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": 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
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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 6971621996025052282, "lattice_cell_id": "LxE:entity_type=NATIONAL_ID_NUMBER|language=it", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "349454fb-b786-4392-bf32-8dae23dabe9a", "v...
null
03cfdbe9-6fff-572b-906e-3f04e0967b2b
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 Laura Ferrari, National Id Number: NID-457433693, contact laura.ferrari11@outlook.com. [#60c02d44a55f7c7a-1241]
{"_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": 34, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.79, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta...
[]
{"behavioral_signal_density": 0.2667, "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
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": 20, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC-BY-4.0", "source_type": "curated_public", "v1_3_0_record_id": "ec41c447-1d92-5e41-9431-338c849096ce", "v1_record_id": "CUR-006089"}
null
20869b37-cdb6-592c-bcde-26b169225876
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: Sofia Torres, correo: sofia.torres89@outlook.es, telefono: +1 (689) 423-8157. Numero de seguro social: 789-69-7089. Direccion: 6189 Ash Place, Franklin, MI 16089. Empresa: Massive Dynamic.
{"_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": "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": 0.81, "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
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": 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": "c05d2a50-4ccc-4e32-8d0a-085b4b3624f8", "v1_record_i...
null
8e54ea21-7490-50c4-9288-7c40a4436716
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 静 杨, Username: admin_1653, contact 静.杨11@mail.com. [#4cbbcce69dae850c-164]
{"_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": 0.78, "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
moderate
["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": 9786859629028223057, "lattice_cell_id": "LxE:entity_type=TAX_ID|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": "8b33b681-612c-4ec4-aaf4-b3ade8352dfc", "v1_record_id"...
null
304e8bb4-dc60-55c4-9c78-ee3b60cddb16
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 艳 郭, Tax Id: 31-2567364, contact 艳.郭96@gmail.com. [#87d1e8fac6d6a851-414]
{"_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": 0.86, "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
moderate
["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": 100, "qid_type_count_risk...
{"generation_seed": 3236933212369316089, "lattice_cell_id": "LxE:entity_type=DATE_OF_BIRTH|language=pt", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "00d78f39-5a12-4aad-ba44-896335b696e9", "v1_rec...
null
d7dda57d-f333-545b-938d-d03fc2e669a5
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Pedro Costa, DOB: 1966-10-16, contact pedro.costa72@hotmail.com. [#2cebe59b4cefe8f9-419]
{"_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": 0.8, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier"...
["PROCEDURE_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"}
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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 18437685608141569061, "lattice_cell_id": "LxE:entity_type=PROCEDURE_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": "1390a0ab-8787-4381-afd0-ad799b470766", "v1_r...
null
ad36c83a-4c0e-55c7-be0d-05ef63b8a813
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Hans
Record for 杰 刘, Procedure Name: Chest X-Ray, contact 杰.刘11@aol.com. [#ffdfd15fa19c3c25-400]
{"_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": 0.8, "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
challenging
["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": 13281242456546365156, "lattice_cell_id": "LxE:entity_type=CVV|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": "29de2719-104a-4504-97b9-06e346757c19", "v1_record_id": ...
null
e3610fec-883e-5c36-8492-e4f6b2e59486
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 Elisabeth Mulder, CVV: 729, contact elisabeth.mulder88@fastmail.com. [#b85073a5ae484ee4-556]
{"_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": "person-00251", "context_dependency": "low", "end": 40, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.92, "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", "diverse_pii_types", "entity_tracking", "multilingual"]
null
general
{"coreference_chains": [["e0", "e1", "e2", "e3", "e4"]], "num_distinct_persons": 1, "num_repeated_entities": 2, "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": null, "qid_type_count_ri...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "1872a4ad-de1f-5eca-9890-850716e29a9f", "v1_record_id": "TRK-00251"}
null
c1849e71-1e61-5112-86fa-19dbb8030490
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
El documento identifica a Beatriz Rivera como sujeto principal. Despues aparece como Prof. Rivera y tambien como Beatriz. El correo beatriz.rivera51@protonmail.com y brivera@cyberdynesystems.com pertenecen al mismo sujeto. El expediente marca Beatriz R. con SSN 351-81-1251 y telefono +1 (451) 357-4263.
{"_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...
40
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": 0.9, "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"}
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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 14994493578096885634, "lattice_cell_id": "LxE:entity_type=NATIONAL_ID_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": "c0f4274e-0861-4667-8481-af6f4b9a009c", "...
null
3e844d2c-138b-5475-a7d5-517d869d0b8e
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 磊 黄, National Id Number: NID-915742971, contact 磊.黄8@protonmail.com. [#d01724770d573f82-1131]
{"_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...
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": 0.1, "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"}
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": "39b4a853-b9a0-4632-aeac-39419ec49e14", "v1_record_id...
null
e63e67da-2af9-5bec-bd8e-4b5270b7202d
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 Wagner, API key: sk-q2geZQg2QJbrObLClq4WiLeT4Qp4zuyW, contact hans.wagner8@gmail.com. [#2a9e0a7d3c59c4df-762]
{"_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": 0.84, "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"}
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": 11599611715803240611, "lattice_cell_id": "LxE:entity_type=CREDIT_CARD_NUMBER|language=es", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "a47f751d-f229-413c-8492-ca57bd48866f", "...
null
881e0248-0cab-57d0-9e45-73251c23d611
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 Miguel Martínez, Credit Card Number: 5299 4899 7565 6355, contact miguel.martínez5@gmail.com. [#a0fa1965ece958a3-1052]
{"_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": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "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": 13127319310372541797, "lattice_cell_id": "LxE:entity_type=DOCKET_NUMBER|language=de", "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": "8b78d73e-25a7-4190-afc4-b51b878d8984", "v1_re...
null
5f3b8b51-9259-50e1-ab3b-a210a4acc933
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 Jürgen Meyer, Docket Number: 2024-6004-VP, contact jürgen.meyer36@protonmail.com. [#b62d9b5c7be19565-32]
{"_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": 14, "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"}
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": 16796329986807238828, "lattice_cell_id": "LxE:entity_type=EMPLOYEE_ID|language=zh", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "3052f8ac-e309-41e3-a346-ab88db5bb130", "v1_reco...
null
c40d9247-cb70-5cbc-a39f-b981f086b3d5
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 慧 陈, Employee Id: EMP-62165, contact 慧.陈17@icloud.com. [#e9188d21d9e310ac-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...
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": 0.84, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"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"}
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": 0.2182, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 10841320536663427685, "lattice_cell_id": "LxE:entity_type=IBAN|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": "a26a7510-4686-488b-b3ec-c4c4bae3e6c2", "v1_record_id":...
null
06fa76f2-02bc-5a64-bbf9-6469473ea20f
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 ณัฐยา บุนนาค, IBAN: DE23480479955199166613, contact ณัฐยา.บุนนาค69@aol.com. [#96741b969bf88a65-1264]
{"_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": 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", "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": 12181995690872245159, "lattice_cell_id": "AxE:adversarial=ocr_artifact|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": "32236c02-1e3b-46fb-b09f-824fa119cfb0", ...
null
deae8f58-25cd-5ca8-83ee-072d28f2e891
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 James Flores, Tax Id: 72-217E24g, contact james.flores95@fastmail.com. [#a90f2489b1c78ba7-449]
{"_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": 0.87, "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
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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 2060617430667242936, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_NUMBER|language=es", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "63bf6e42-7efa-4d4f-9adf-ba35f11d24d2...
null
39edf5ef-e492-56b2-9bd4-0f2a1237a642
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 García, Insurance Policy Number: POL-1721701, contact cristina.garcía41@protonmail.com. [#1c98c8a2b4e62db8-630]
{"_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": 0.84, "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"}
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": 12277269855630149954, "lattice_cell_id": "LxE:entity_type=TAX_ID|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": "bca94711-3024-4a6b-9c3d-91d68bd473a6", "v1_record_id...
null
80377635-0dad-59b1-a193-9452cf1f9098
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 Meera Reddy, Tax Id: 40-2987960, contact meera.reddy32@zoho.com. [#aa619fe2cc724942-61]
{"_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": 0.8, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "И...
[]
{"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"}
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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 11513162144825209156, "lattice_cell_id": "LxE:entity_type=DRIVER_LICENSE_NUMBER|language=ru", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "a01340b3-fb6a-4104-a1da-19a649045edf"...
null
dd6f6b04-4921-5799-b7c7-e57db58b06d6
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Cyrl
Record for Иван Морозов, Driver License Number: LA-534035, contact иван.морозов20@protonmail.com. [#9fc6f7f8abc7f144-1060]
{"_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": 29, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "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": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "c3751472-0a4a-52e1-8b97-c8bdef36837f", "v1_record_id": "SYN-030609"}
null
b8e670ce-f4d1-5666-9250-a5c401544240
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: Mariam Salim, email: mariam.salim9@gmail.com, phone: +1 (409) 863-2917. Tax ID: 109-19-4609. Address: 1009 Ash Place, Lexington, MI 40609. Company: Massive Dynamic. Device id MAC: 22:b3:d5:f7:3b:5d.
{"_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...
27
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": 0.88, "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
moderate
["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": 100, "qid_type_count_risk...
{"generation_seed": 14570124279269859875, "lattice_cell_id": "LxE:entity_type=JOB_TITLE|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": "abcb7092-bda5-4cb3-8eb5-d1c3595c13e7", "v1_record...
null
f60a661a-53c8-51ef-b1e7-75b301ea9f31
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 Σοφία Νικολάου, Job Title: Security Analyst, contact σοφία.νικολάου18@zoho.com. [#ca337ad60f2ca223-58]
{"_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": 20, "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
hard
["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": 10665043979002118015, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_NUMBER|language=ar", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "9d7cc22b-82c0-412a-a1eb-3716e340b5b...
null
4ba053b0-9b05-566d-85c4-37bd56f8bde3
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 عمر الفهد, Insurance Policy Number: POL-3245763, contact عمر.الفهد86@yahoo.com. [#9401d8fe3a56ff7f-725]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "hard", "techniques": ["multi_token_entity", "compound_name"], "type": "multi_token"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 38, "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": 0.11, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "p...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "edge_cases"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
en
Germanic
edge_cases
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.0935, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "96df515d-55a2-4219-b080-bb308a60f6fa", "v1_record_id": null}
null
98104a4b-1691-57f3-8e2c-42b83545ce82
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Patient Johann Sebastian von Hohenberg (david.allen88@mail.com) was seen today. Phone: +1 (286) 362-1665. SSN: 269-70-9292.
{"_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": 14, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "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"}
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": 10859298065856538914, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_NUMBER|language=ja", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "c9f97269-21b7-462c-8a88-d4a10e642e46", ...
null
09a00c59-538f-58f0-aae5-968a245d54d6
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 林, Bank Account Number: 8895359691, contact 誠.林80@mail.com. [#96b3fa0e4d772922-773]
{"_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": 0.89, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
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": 10814536071562668166, "lattice_cell_id": "LxE:entity_type=COURT_CASE_NUMBER|language=pt", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "253b7063-67ec-423e-a67e-574f2afb21c2", "v...
null
32f554aa-5fcd-5cbe-8e4b-f17f2ff7146d
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 Diogo Pereira, Court Case Number: 2023-CIV-9750, contact diogo.pereira38@fastmail.com. [#9614f3425c242886-570]
{"_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": 20, "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
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": 100, "qid_type_count_risk...
{"generation_seed": 17870326073204291731, "lattice_cell_id": "LxE:entity_type=DATE_OF_BIRTH|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": "cd307096-adf1-4c7d-a91e-5ff20d3c5348", "v1_re...
null
768b6815-e748-5b54-a8ac-c9b4f0e1437c
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 রহিম রায়, DOB: 2003-01-15, contact রহিম.রায়89@aol.com. [#f80026e1edbe3893-216]
{"_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": 0.9, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "স...
[]
{"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"}
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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 4647937568798718672, "lattice_cell_id": "LxE:entity_type=DRIVER_LICENSE_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": "deb766b3-a6db-4de3-abf5-3af067bd5ff9",...
null
5ece2216-4a39-55eb-a283-3ae85f25215f
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
medium
2.2.0
Beng
Record for সাকিব সরকার, Driver License Number: BH-574577, contact সাকিব.সরকার23@protonmail.com. [#4080ca97ce70bad0-49]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.8, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier"...
[]
{"behavioral_signal_density": 0.2667, "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": 2643811190156543268, "lattice_cell_id": "LxE:entity_type=PIN|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": "cd5c7bfe-20bb-4e95-ba65-29d9ca91daad", "v1_record_id": n...
null
6fa4ddb5-cfb1-5c92-ad56-8332970ce6df
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 Sabine Koch, PIN: 9183, contact sabine.koch42@protonmail.com. [#24b0b4451a7bc524-1060]
{"_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": 0.83, "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": 12822264517641035685, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_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": "a5481e9d-9a9f-4510-bbe0-863cb4d1de34", ...
null
c0938ee8-8d84-5250-b641-77816c0ad103
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 Cornelis de Vries, Bank Account Number: 3872954716, contact cornelis.vries12@fastmail.com. [#b1f1d5a4be16dfa5-963]
{"_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": 46, "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": 0.6767, "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"]
wire_transfer
financial
{"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": 0.5752, "k_anonymity_estimate": 2, "qid_type_count_risk_...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "9508776b-75ec-4273-b224-72cca09a7f93", "v1_record_id": null}
null
25662d77-2655-5d81-a708-991b77ec3fa1
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
in_scope
high
2.2.0
Latn
Wire Transfer Confirmation From: Ursula Becker (Acct: 0128294597, Routing: 116172912) To: Bluth Company IBAN: FR81798212264384472332 SWIFT: QBZVGB9Q Amount: $213,000 Ref: INV-647997 Date: 2026-07-26T19:05:00Z
{"_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": 49, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.8, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "star...
[]
{"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": {...
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", "temporal_consistency"]
null
financial
{"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 1, "tracking_difficulty": "none"}
en
Germanic
temporal_consistency
{"_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": 5, "qid_type_count_risk_l...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "5a78610b-206f-588e-a847-6e5b1c745735", "v1_record_id": "DIM-TC-00229"}
null
f5f50c10-2724-536d-bf6d-0ee12252d399
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
in_scope
high
2.2.0
Latn
TRANSACTION HISTORY — Account Holder: Jack Morris Account: 10360490 | Card: 4000-0000-0102-6010 2024-01-15: Deposit $5,000.00 — Employer: Pied Piper Inc (EMP: EMP-37730) 2024-02-01: Rent payment $1,850.00 to 8030 Walnut Terrace, Ashland, CA 37730 2024-03-15: Direct deposit — SSN verified: 830-20-1730 2024-06-01: IBAN ...
{"_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...
70
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": 25, "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
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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 1558389515333242011, "lattice_cell_id": "AxE:adversarial=zero_width_char|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": "46bbc198-0e87-4f95-8a10...
null
f0774c44-e698-58e5-8bad-b709b68b7504
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 Michael Garcia, Authentication Token: Bearer 7f3b​be944fd08​ba1b1985fb855a67c146bcdfdfc, contact michael.garcia76@outlook.com. [#15a08301eb218c9b-337]
{"_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": 49, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.9, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier"...
["HEALTH_INSURANCE_ID", "MEDICAL_RECORD_NUMBER", "MEDICATION_NAME"]
{"behavioral_signal_density": 0.7133, "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":...
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...
form
moderate
["context_preservation", "diverse_pii_types"]
prescription
clinical
{"coreference_chains": [], "num_distinct_persons": 3, "num_repeated_entities": 0, "tracking_difficulty": "none"}
en
Germanic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.6063, "k_anonymity_estimate": 20, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "a253ae53-ad00-4f5f-af68-29f4f6c5eb1d", "v1_record_id": null}
null
7ae01fae-d7ab-5618-a11b-f907dcbd4fd9
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Latn
PRESCRIPTION Rx#: RX-1436186 Patient: Mark Scott DOB: 1961-09-10 MRN: MRN-1743981 Address: 8134 Magnolia Way, Chester, GA 76966 Phone: +1 (215) 315-6766 Prescriber: Dr. Anthony Hernandez NPI: 0791915438 DEA: BP6460262 Medication: Levothyroxine 75mcg Sig: Take 1 tablet by mouth daily Qty: 30 Refills: 0 DAW: No In...
{"_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...
51
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.8, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier"...
[]
{"behavioral_signal_density": 0.2567, "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", "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": "c6b3dc5d-97da-4dd9-b3b4-9029f6236283", "v1_record...
null
2264b4dd-4f03-50a1-a2bb-131adec07265
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 عائشة الحسن, DEA: XL3912285, contact عائشة.الحسن30@hotmail.com. [#1f0a1d0112a03b4f-446]
{"_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": 0.82, "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
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": 0.085, "k_anonymity_estimate": 100, "qid_type_count_risk...
{"generation_seed": 6082985741135992747, "lattice_cell_id": "LxE:entity_type=BANK_ROUTING_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": "ea961ecf-c7be-438c-8089-c40e130e2198", "...
null
8015caa4-4c2f-5ecc-b4ec-67e87ac9304d
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 জাহিদ ইসলাম, Bank Routing Number: 500964711, contact জাহিদ.ইসলাম10@zoho.com. [#546b1b4d722d57ab-937]
{"_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": 0.77, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
["HEALTH_INSURANCE_ID"]
{"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"}
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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 27458098849350495, "lattice_cell_id": "LxE:entity_type=HEALTH_INSURANCE_ID|language=el", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "d47b5b62-45b3-47a9-8b33-c637a21dfc77", "v1...
null
435d274a-724e-58ff-b5b5-336aec4f8bd3
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
medium
2.2.0
Grek
Record for Δήμητρα Γεωργίου, Health Insurance Id: INS-699611531, contact δήμητρα.γεωργίου73@protonmail.com. [#618cfed41f835f-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...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 15, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.86, "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
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": 0.3967, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 15153341081669825947, "lattice_cell_id": "LxE:entity_type=NPI_NUMBER|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": "036998b1-a6a7-4e8b-b9e3-db2044d03437", "v1_recor...
null
538d6d59-5ee4-55f2-9a96-ca1651e4dd42
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 秀英 李, NPI: 3276159390, contact 秀英.李1@protonmail.com. [#d24b7b6d8d43759b-132]
{"_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": 29, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta...
["MEDICAL_RECORD_NUMBER"]
{"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": [], ...
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
clinical
{"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": 0.1983, "k_anonymity_estimate": 20, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "172e42a7-30e3-5f94-a198-18ccf5fe83b0", "v1_record_id": "SYN-030682"}
null
745a6773-4ffa-5da9-a462-e570310dba4f
in_scope
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Arab
Employee record: Karim Jabari, email: karim.jabari82@outlook.com, phone: +1 (482) 574-3866. Tax ID: 182-92-4682. Address: 1082 Elm Boulevard, Greenville, NY 40682. Company: Initech LLC. National health id: NH-930682.
{"_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...
27
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": 0.87, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "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
challenging
["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": 17939100742810098790, "lattice_cell_id": "LxE:entity_type=PIN|language=he", "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": "05ea0d32-d0e1-438c-91be-47210da693d8", "v1_record_id": ...
null
72482d64-2ba2-50c5-9aac-b60777499e3d
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 שרה אזולאי, PIN: 2075, contact שרה.אזולאי20@protonmail.com. [#f8f47d1485245c66-581]
{"_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": 0.82, "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
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": 5089543799932567923, "lattice_cell_id": "LxE:entity_type=CVV|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": "b6782971-8ef7-4ece-90bd-4a2ed8f6a63e", "v1_record_id": n...
null
a0ea94b9-5dc3-5bcd-8ff3-b16243d52966
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 พิชิต บุนนาค, CVV: 003, contact พิชิต.บุนนาค17@hotmail.com. [#46a1b11ed7c5c173-1117]
{"_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": 0.88, "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"}
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": 0.2068, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 9252283482384399340, "lattice_cell_id": "LxE:entity_type=DRIVER_LICENSE_NUMBER|language=it", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "977f5469-73f2-470e-8fa6-bced96f65dd9",...
null
99514856-d974-51e7-b80b-92a150df59b2
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 Maria Rossi, Driver License Number: BE-116727, contact maria.rossi37@zoho.com. [#8066b6ce78bc7bec-1497]
{"_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": 0.8, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "ว...
[]
{"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"}
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": null, "qid_type_count_ri...
{"generation_seed": 14161180445059308664, "lattice_cell_id": "LxE:entity_type=NPI_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": "8f436451-1c8a-4b31-bb2f-89af045fd001", "v1_recor...
null
70eda3aa-3c54-576a-8604-56336c4bd10e
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 เจริญผล, NPI: 4887798677, contact วนิดา.เจริญผล76@gmail.com. [#c4869e95ebf7dc78-252]
{"_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...
9
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": 0.77, "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
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": 7439347686136601598, "lattice_cell_id": "LxE:entity_type=INVOICE_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": "5a3dfd38-3fdc-4b7c-98e6-7c6c2e087f9a", "v1_re...
null
8e6111b7-4894-50c9-9148-a0ac31297ad3
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 รัตนกร, Invoice Number: INV-636264, contact อานนท์.รัตนกร26@outlook.com. [#673ddf4e20cbdbfe-163]
{"_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": 29, "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": 0.2667, "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"}
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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 7798549937783006857, "lattice_cell_id": "LxE:entity_type=NATIONAL_ID_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": "ccf947f4-1544-48ad-8fc7-a6d0c03b5cd8", "v...
null
db6790ac-10ba-5641-a7dd-c1929871d9f2
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 ประสิทธิ์ ศิริพงศ์, National Id Number: NID-716791479, contact ประสิทธิ์.ศิริพงศ์7@gmail.com. [#6c3a03d994b36689-1402]
{"_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": 24, "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": 0.2433, "interest_topics": {"indicators": ["topic:tech_enthusiast:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_...
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": 0.2068, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 11059912203567014247, "lattice_cell_id": "AxE:adversarial=zero_width_char|entity_type=DEVICE_IDENTIFIER", "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": "170c55ae-be08-4ab6-8fa5-e...
null
51124b83-a437-5d45-a64d-b571fcee1e9b
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 Donna Ramirez, Device Identifier: 201363040​2​52315, contact donna.ramirez74@gmail.com. [#997cb38d1c9ea167-533]
{"_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": 0.86, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"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
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": 0.2182, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 848707631770086193, "lattice_cell_id": "LxE:entity_type=DEA_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": "9851e132-e6e8-4ff1-abb2-1fc472dae893", "v1_record_...
null
94e029aa-cffb-5542-8ddf-7abea0130dd1
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 รัตนกร, DEA: DO8877056, contact ทักษิณ.รัตนกร53@gmail.com. [#bc737182dd1ab31-382]
{"_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": 1.0, "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": 2060617430667242936, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_NUMBER|language=es", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "d2fececc-85d1-4725-8de8-0d397ab61a5c...
{"query": "What is the patient's name?", "relevant_entity_ids": ["e0", "e2"]}
ec054cc4-7fb8-5412-909f-0e75b763831c
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 Flores, Insurance Policy Number: POL-8390900, contact maría.flores73@mail.com. [#1c98c8a2b4e62db8-772]
{"_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": 0.82, "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", "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": 9265984541847238700, "lattice_cell_id": "LxE:entity_type=API_KEY|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": "55a88682-dfc6-4f2e-8724-8d8687828c52", "v1_record_id...
null
f5f718d2-5f3d-5ee5-a2f3-0b9b36005505
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Patricia Torres, API key: sk-kGtl2FpMq5g9SpyRlP2PFtVsKVrgVPMW, contact patricia.torres71@hotmail.com. [#809763d8f710b82c-87]
{"_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": 20, "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"}
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": 8446081858809171802, "lattice_cell_id": "LxE:entity_type=COURT_CASE_NUMBER|language=nl", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "34580a70-6ea4-4a77-be79-ad4c82d1dad0", "v1...
null
b83ff5db-f678-5f90-8179-8d58f79e7214
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 Anna Smit, Court Case Number: 2023-CRIM-8363, contact anna.smit78@gmail.com. [#753682b38a310f5a-521]
{"_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": ["partial_masking", "context_recoverable"], "type": "partial_redaction_advanced"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 41, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.81, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta...
[]
{"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": [], ...
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": 0.1983, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "3225a836-e0d9-49f6-9fdd-43510d8e95f8", "v1_record_id": null}
null
2fb82606-3720-5677-8865-22519ae3fad5
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
Partially redacted record: P******* C****, email patricia.clark8@aol.com, graduated from MIT in 2000. Phone: +1 (794) 220-8236.
{"_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...
16
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
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ar
Semitic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 6842892277393361210, "lattice_cell_id": "LxE:entity_type=PASSPORT_NUMBER|language=ar", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "2272822c-be15-4da8-83b0-021a1bf61b68", "v1_r...
null
41b4f05f-773a-5be5-8bd0-e9c91b582b76
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 زينب العلي, Passport Number: Q88447675, contact زينب.العلي48@gmail.com. [#5ef6d645664b893a-1295]
{"_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": 0.76, "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"}
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": 6868066995434513651, "lattice_cell_id": "LxE:entity_type=LICENSE_PLATE|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": "6e21d2a5-faf9-4094-98fe-e35f010139d6", "v1_rec...
null
7d500396-d9c4-5c04-9b13-3bab005c22ea
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 Sanjay Mehta, License Plate: PUO-5467, contact sanjay.mehta32@fastmail.com. [#5f50468b347564f3-234]
{"_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": 0.77, "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"}
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": 3992909911323979331, "lattice_cell_id": "LxE:entity_type=MAC_ADDRESS|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": "b6228f93-9a30-4c30-9ab8-c6e51c2a361a", "v1_recor...
null
6c4cde94-2a0a-540b-8d72-8d6afd7abdca
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 Σοφία Αθανασίου, MAC: 1f:51:ae:4e:b2:e9, contact σοφία.αθανασίου9@mail.com. [#3769aa68b49a2e43-554]
{"_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", "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": 11961906187349896254, "lattice_cell_id": "LxE:entity_type=CREDIT_CARD_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": "4c7365ac-5dfd-4801-98e3-465412c7c90c", "...
null
d74afbbd-f8f9-585c-8746-88cecc09346d
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
in_scope
medium
2.2.0
Beng
Record for করিম সরকার, Credit Card Number: 3777 8950 8435 5887, contact করিম.সরকার27@hotmail.com. [#a6013a4ced89ac3e-1498]
{"_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": 23, "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": 0.2667, "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"}
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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 88151657909603177, "lattice_cell_id": "LxE:entity_type=EMPLOYEE_ID|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": "fcd8f75f-d02b-418d-b775-1f8610777514", "v1_record_...
null
42e64273-ccff-5275-8392-6193fe13dca9
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 ফাতেমা আহমেদ, Employee Id: EMP-67685, contact ফাতেমা.আহমেদ83@protonmail.com. [#1392d7740104b69-400]
{"_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": 0.77, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "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", "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": 0.2267, "k_anonymity_estimate": 100, "qid_type_count_ris...
{"generation_seed": 5934593771208020975, "lattice_cell_id": "LxE:entity_type=BANK_ROUTING_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": "a94353e0-0133-47fb-a3a3-69a90e6efdee", "...
null
38dd4cac-9541-5bd7-9870-322a032f15c3
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 ประสิทธิ์ บุนนาค, Bank Routing Number: 164287776, contact ประสิทธิ์.บุนนาค46@mail.com. [#525be997931993ef-1227]
{"_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": 29, "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"}
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": 2597718940330091776, "lattice_cell_id": "LxE:entity_type=CVV|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": "268b5ca7-2a61-4320-9349-7e2fbf805c4d", "v1_record_id": n...
null
5dd21b68-8bda-5195-ae4c-4717c5d9922c
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 Παρασκευή Νικολάου, CVV: 006, contact παρασκευή.νικολάου35@hotmail.com. [#240cf39ce8ade500-1328]
{"_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": 0.83, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
["MEDICAL_RECORD_NUMBER"]
{"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
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": 0.2068, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 12086701922447104858, "lattice_cell_id": "LxE:entity_type=MEDICAL_RECORD_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": "74b89dea-bbf3-41ed-a903-e2c678d50ebc"...
null
6d28a9ca-56b9-542b-aa77-26b793467baf
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
medium
2.2.0
Beng
Record for মিতু সরকার, Medical Record Number: MRN-8695635, contact মিতু.সরকার45@aol.com. [#a7bc975c417d9b5a-327]
{"_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": 16, "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"}
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": 12382363612461372233, "lattice_cell_id": "LxE:entity_type=PASSWORD|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": "f059690b-97a5-4400-9ae5-90a47ea01b0c", "v1_record_...
null
5da18391-3c22-5a82-a9ae-e0868e7c03a8
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 裕子 田中, Password: UAEsFurfK, contact 裕子.田中48@outlook.com. [#abd6fe19d87b9349-28]
{"_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": 0.85, "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
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
it
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 8346246115730285149, "lattice_cell_id": "LxE:entity_type=PASSPORT_NUMBER|language=it", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "96b37949-347c-4968-ac43-413b9beddbc6", "v1_r...
null
3fa64eb2-ac48-5421-957a-0d54183a4a3c
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 Andrea Gallo, Passport Number: Y95370797, contact andrea.gallo71@hotmail.com. [#73d3d29f3816625d-430]
{"_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}
[]
[]
{"behavioral_signal_density": 0.5133, "interest_topics": {"indicators": ["topic:tech_enthusiast:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": ["local_reference:sf:outer_sunset"], "present": true, "uniqueness": "high"}, "personal_anecdote": {"indicators": [], "present": false, "uniq...
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"]
paired_profile_pseudonymous
clinical
{"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "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": 0.4363, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "6b0d8b71-2f77-4b6f-9e1a-6f2a69da7906", "v1_record_id": null}
null
8126a8d1-de00-5fba-968e-c79cf199b27c
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
@happy_phoenix44: Need to rule out cardiac etiology before discharge. Spent the afternoon at Outer Sunset, fog was insane. Self-hosting my email finally, took a weekend to get DKIM right. Hot take — the conventional wisdom is wrong on this one.
{"_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...
40
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": "person-22643", "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.93, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_...
[]
{"behavioral_signal_density": 0.29, "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": {...
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": [["e0", "e3", "e6", "e7", "e11"], ["e1", "e5", "e8", "e9", "e13"]], "num_distinct_persons": 2, "num_repeated_entities": 2, "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": 0.2465, "k_anonymity_estimate": 20, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "80d81c9f-b82a-5e8a-80ae-f96dcba70dce", "v1_record_id": "DIM-CP-00642"}
null
5e268539-67af-57f3-bbfb-4115aa70dc47
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
[10:02 AM] Debra Lopez: Hey Samantha, can you send me the client file? [10:03 AM] Samantha Allen: Sure! The client is at 2943 Cedar Lane, Bristol, FL 32643. [10:04 AM] Debra: Thanks. Their contact is 702-489-4599... wait, let me check. It's +1 (443) 301-7359. [10:05 AM] Samantha: Got it. I'll email the docs to debra.lo...
{"_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...
91
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
["MEDICAL_RECORD_NUMBER"]
{"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"}
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": 0.2068, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 224983129818658475, "lattice_cell_id": "LxE:entity_type=MEDICAL_RECORD_NUMBER|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": "a98503c2-de30-48e3-b433-2e6b1b5dfd88", ...
null
cd921a4e-b5f8-504b-abd3-63a8699e7e1b
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Deva
Record for Meera Mehta, Medical Record Number: MRN-8223774, contact meera.mehta86@icloud.com. [#31f4cf6ed4bf6ab-172]
{"_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": ["mixed_patterns"], "type": "mixed"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 16, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.79, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"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
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": null, "qid_type_count_ri...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "06659d0a-360a-4b57-aae1-6d9862cca637", "v1_record_id": null}
null
8f90afe1-8930-51dd-9c7e-17e3a229507d
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Michelle Ramirez, michelle.ramirez72@protonmail.com, +1 (213) 996-2826, 364-54-7924
{"_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": 26, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "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"}
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": 5828455796960612367, "lattice_cell_id": "LxE:entity_type=CREDIT_CARD_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": "3cb9110f-028b-4921-b38d-2673b53dd7a2", "v...
null
a2daa29f-ab75-5ee2-843d-33bf30d39c1c
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 Jürgen Hoffmann, Credit Card Number: 3797 3532 3294 3647, contact jürgen.hoffmann61@mail.com. [#50e2d5aab6e7500f-580]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
14
2.2.0
{"difficulty": "moderate", "techniques": ["mixed_patterns"], "type": "mixed"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 49, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.8, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "star...
[]
{"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": [], ...
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", "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": 0.1983, "k_anonymity_estimate": 20, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "4aebb03c-7c41-59ec-afb2-5c1d6f7845e5", "v1_record_id": "SYN-004469"}
{"query": "What is the contact phone number?", "relevant_entity_ids": ["e1", "e4"]}
149c4e81-1de8-571a-9813-96ca6c057201
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Insurance claim CLM-204469 filed by Sharon Turner under policy POL-104469. Policyholder DOB: 1964-06-18, SSN: 969-69-5469. Mailing address: 4569 Ash Place, Franklin, MI 14469. Phone: +1 (669) 283-5097. Wallet reference: 0xa997b19f1fcaa997b19f1fcaa997b19f1fca.
{"_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": 17, "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"}
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": 3719456840900800602, "lattice_cell_id": "LxE:entity_type=INVOICE_NUMBER|language=ja", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "f7c6ff9f-e608-4194-aa1e-07cf60117946", "v1_re...
null
56996edf-4c12-55f2-9e9d-5285f972b55f
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 佐々木, Invoice Number: INV-369288, contact 美咲.佐々木4@gmail.com. [#339e2a4a4f49f05a-939]
{"_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": 0.83, "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
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": 493916560090594223, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_NUMBER|language=he", "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": "08f510e2-41f8-4ee6-8123-ce56a34fd77d", "v...
null
b4ace660-995d-5642-880b-3d861ae6f17c
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 אברהם אברהם, Bank Account Number: 9511865402, contact אברהם.אברהם74@outlook.com. [#6dabe7e98e1fbaf-936]
{"_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": 0.88, "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
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": 3078526064506535747, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_NUMBER|language=ar", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "84b51972-f3da-4bbb-b5e6-7eadf6499c57", "...
null
2ab55999-ea36-5b2b-82f9-559afaf4f0c9
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 عائشة الحسن, Bank Account Number: 8166134135, contact عائشة.الحسن82@outlook.com. [#2ab91f251ab17f43-611]
{"_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": "mask", "category": "digital_online", "cluster_id": null, "context_dependency": "none", "end": 43, "entity_id": "e0", "entity_type": "USERNAME", "information_anchor_score": 0.3, "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": "CC-BY-4.0", "source_type": "curated_public", "v1_3_0_record_id": "ad859fad-dd1e-51d6-a1cc-360d57f164b6", "v1_record_id": "CUR-012879"}
null
d0fa3fa6-82af-536c-8fbe-8e9b94795d28
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": "jessicarivera879", "admin_email": "jessica.rivera79@icloud.com", "api_key": "sk-487ad9ba7358", "ssh_host": "169.79.237.41", "owner": "Jessica Rivera", "ssn_backup": "379-19-4879", } # Contact Prof. Rivera at +1 (279) 753-6427 for access. # MAC whitelist: ed:8b:29:65:03:3f
{"_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": 37, "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"}
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": "667b1920-8fc5-576e-8405-b9dea659bfd7", "v1_record_id": "SYN-018872"}
{"query": "What company is referenced in this document?", "relevant_entity_ids": ["e4", "e5"]}
9c2eff2e-5e01-5e7d-9b4f-cbc9b78c9545
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: Francisco Gomez, correo: francisco.gomez72@gmail.com, telefono: +1 (672) 304-3336. Numero de seguro social: 972-72-1872. Direccion: 9072 Poplar Drive, Fairview, NY 28872. Empresa: Dunder Mifflin.
{"_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": "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"}
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": 100, "qid_type_count_risk...
{"generation_seed": 2969064351663845728, "lattice_cell_id": "LxE:entity_type=TIMESTAMP|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": "51917b3f-c08c-47e3-af15-050658df1d05", "v1_record_...
null
8d2c8fb8-0311-5b52-914e-00a20e95c54b
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 مريم القاسم, Timestamp: 2025-04-14T23:50:00Z, contact مريم.القاسم24@zoho.com. [#29343c4c0c32f160-311]
{"_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": 0.82, "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
moderate
["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": 0.2182, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 11294980911645562096, "lattice_cell_id": "LxE:entity_type=IBAN|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": "c8e9fb3d-7cb3-438a-a4a0-fa23822514fa", "v1_record_id":...
null
5a71706e-ecbd-5e04-ac01-e528656a6e78
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 우진 강, IBAN: DE55761158392076105402, contact 우진.강5@zoho.com. [#9cbfd54bb77394f0-415]
{"_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": "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
challenging
["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": 0.2068, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 1983626402881078351, "lattice_cell_id": "LxE:entity_type=NPI_NUMBER|language=he", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "215b1bdf-f001-48d0-b704-76d094c0fe2d", "v1_record...
null
138972de-c91f-5d1c-9a36-0c41eec930c6
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 מרים פרידמן, NPI: 9166587842, contact מרים.פרידמן8@hotmail.com. [#1b8741b426d0044f-750]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
9
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "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
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ru
Slavic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 10594154009677916448, "lattice_cell_id": "LxE:entity_type=PIN|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": "deef949e-7522-4813-9983-190231b81a4d", "v1_record_id": ...
null
e2ea66f4-be96-5cce-b416-03be0a37e475
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 Елена Алексеев, PIN: 6168, contact елена.алексеев35@protonmail.com. [#9305fef10aa1e920-1249]
{"_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": 0.83, "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"}
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": 5248947018174490013, "lattice_cell_id": "LxE:entity_type=PASSWORD|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": "b8e65e83-71e5-42f0-bbd6-49ba2c3cf539", "v1_record_i...
null
cd326c4a-9337-5573-97e6-ab16251c2450
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Cyrl
Record for Анна Попов, Password: 1Fwbr7Z6hn6o9, contact анна.попов13@outlook.com. [#48d80180bf22e59d-104]
{"_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": 0.81, "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
moderate
["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": 5545362422689692258, "lattice_cell_id": "LxE:entity_type=HEALTH_CONDITION|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": "632508ae-00b8-4d6d-a610-e87584af1277", "v1_...
null
f52b01f6-6166-55aa-99cf-fd59989454f8
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Hans
Record for 明 郭, Health Condition: Type 2 Diabetes Mellitus, contact 明.郭27@gmail.com. [#4cf515be2b37fa62-178]
{"_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": 20, "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
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
he
Semitic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 14759491136515005375, "lattice_cell_id": "LxE:entity_type=API_KEY|language=he", "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": "b37b3f11-d635-4ea2-87f3-0ce9910aff39", "v1_record_i...
null
70a7f6e6-e41e-52a4-81aa-7e9636b5b903
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 יעקב גבאי, API key: sk-3YZQKx9DKnPTMmFi60r1nv1Flg2Xyce4, contact יעקב.גבאי53@yahoo.com. [#ccd43efd5180dbbf-418]
{"_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": 16, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.4667, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": ["local_reference:boston:jp"], "present": true, "uniqueness": "high"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_do...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ja
Japonic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.3967, "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": "36eb14cb-6cc2-4001-b39e-318542d33c2e", "v1_r...
null
b1a484a6-1a95-54a7-8d90-2a10c40070d1
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 花子 田中, Swift Bic Code: HAUYJPFO, contact 花子.田中15@gmail.com. [#c3e618baec7407ed-316]
{"_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": 0.87, "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": "ebd0a363-ee8e-4c5e-9390-4016f754e829", "v1_record_id": n...
null
2f80f45d-ff5d-5732-96eb-b4a6f945f530
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Patricia Cruz, PIN: 1787, contact patricia.cruz17@gmail.com. [#790f859c09e06983-917]
{"_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": 19, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.9, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "ד...
[]
{"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"}
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": 681110798900965439, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_NUMBER|language=he", "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": "47d1080b-98c5-4421-8e8e-944465885978"...
null
5b1b363a-c1c7-5ed0-93d1-3950d30ffa6c
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 דוד גבאי, Insurance Policy Number: POL-5018958, contact דוד.גבאי87@yahoo.com. [#973caa9b52cb03f-135]
{"_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": 0.9, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "С...
[]
{"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": 11715162051568124046, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_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": "180d5bf8-149b-4e4e-b7b0-8b213d03038f", ...
null
34879d4d-8e60-5313-a940-27e9a9970aee
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Cyrl
Record for Светлана Лебедев, Bank Account Number: 8029558490, contact светлана.лебедев90@icloud.com. [#a2949dd0f9dac08e-256]
{"_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": 0.78, "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"}
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": 4968108525610842307, "lattice_cell_id": "LxE:entity_type=DOCKET_NUMBER|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": "635aa44e-f679-4fff-82b7-967ace270b34", "v1_rec...
null
99f892fc-5a7d-5201-a56d-9e40314f3455
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 Meera Kumar, Docket Number: 2026-2514-DG, contact meera.kumar28@protonmail.com. [#44f24461c29fb8c3-587]
{"_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": 0.83, "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": 4886560245840022411, "lattice_cell_id": "LxE:entity_type=CREDIT_CARD_NUMBER|language=ko", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "f66ef8bc-ba08-484c-9aa3-325f1338eaba", "v...
null
59e175b4-2094-579e-b63e-1cae2180cc7e
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
in_scope
high
2.2.0
Kore
Record for 하은 조, Credit Card Number: 4473 3177 0232 8365, contact 하은.조51@fastmail.com. [#43d08ca74ad70b8b-105]
{"_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": 14, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.9, "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"}
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": 1716510500312720084, "lattice_cell_id": "LxE:entity_type=JOB_TITLE|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": "f174d406-51b3-4ad9-8e4f-de47a28981bd", "v1_record_...
null
199151eb-13ad-51e3-93f9-60954ab039c1
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 静 吴, Job Title: Software Engineer, contact 静.吴27@zoho.com. [#17d24534a05e22d4-229]
{"_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": 0.79, "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"}
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": 0.2182, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 3734561563127285776, "lattice_cell_id": "LxE:entity_type=DEA_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": "7f392be1-57f2-40b3-aaeb-32c2531a5851", "v1_record...
null
286b26c5-c9f7-5d2d-aebb-bf607aaf6b32
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 Nicolas Dubois, DEA: OP6922338, contact nicolas.dubois21@icloud.com. [#33d3d3f482078810-562]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
9
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.8, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "М...
[]
{"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"}
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": 0.2068, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 17344725053269920105, "lattice_cell_id": "LxE:entity_type=NPI_NUMBER|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": "19c7d8a5-8475-4751-bb84-e023a4aedb56", "v1_recor...
null
ed21f8e9-98a5-5a8f-b27d-96b217982ecd
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 Сидоров, NPI: 4449341547, contact михаил.сидоров77@hotmail.com. [#f0b4d78a26f8c969-195]
{"_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": "financial", "cluster_id": null, "context_dependency": "none", "end": 27, "entity_id": "e0", "entity_type": "BANK_ACCOUNT_NUMBER", "information_anchor_score": 0.25, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "start": 17, "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"]
complaint_email
financial
{"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": 0.1983, "k_anonymity_estimate": 20, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "57093dd7-eaa9-411d-806d-87c4cd0fc79c", "v1_record_id": null}
null
c60679f8-3929-59f8-a2f9-52163a56e6c6
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
in_scope
high
2.2.0
Latn
Subject: Account 1163302998 - denied mortgage application From: donald.flores58@outlook.com Hi, I need help with my account. I'm Donald Flores, SSN 891-95-4859. There are unauthorized charges on my card 4812 4061 9169 6819. My address on file should be 4634 Willow Dr, Clinton, SC 90035. Call me at +1 (897) 201-6192 A...
{"_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...
69
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": 0.85, "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": "1ca9727b-5d64-4811-b39d-91797cf15ce5", "v1_record...
null
cbb94dd3-ff06-50a7-b53c-34a35484e0c1
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 الحسن, DEA: KY5449746, contact علي.الحسن85@icloud.com. [#1f0a1d0112a03b4f-4]
{"_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