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": 30, "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"}
ko
Koreanic
multilingual
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": 20, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "d4b13ebd-5bfd-548b-9bd6-ce6a4a7a597a", "v1_record_id": "SYN-034908"}
null
7384a047-f9cf-5508-b4da-30ef2c134316
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Kore
Employee profile: Donghyun Kim, email: donghyun.kim8@gmail.com, phone: +1 (708) 556-4804. Tax ID: 808-88-8908. Address: 5308 Spruce Circle, Georgetown, NC 44908. Company: Oscorp Technologies.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
23
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "mask", "category": "location_temporal", "cluster_id": null, "context_dependency": "low", "end": 48, "entity_id": "e0", "entity_type": "TIMESTAMP", "information_anchor_score": 0.52, "mention_variant": null, "nested_entities": null, "sensitivity_class": "quasi_identifier", "start": 28, "text"...
[]
{"behavioral_signal_density": 0.5, "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"}, "professi...
medium
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types"]
analyst_note
financial
{"coreference_chains": [], "num_distinct_persons": 5, "num_repeated_entities": 0, "tracking_difficulty": "none"}
en
Germanic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.425, "k_anonymity_estimate": 5, "qid_type_count_risk_l...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "1c659c44-e462-4c55-8c03-fecb7824ca6a", "v1_record_id": null}
null
ba4603e5-fae0-5377-ba74-72381c7b8035
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
CLIENT PORTFOLIO NOTE Date: 2025-01-23T02:15:00Z Advisor: Karen Martin | Client: Timothy Harris Account: 2504620857 | SSN: 967-51-3005 Met with Timothy Harris to review portfolio allocation. Client reports annual income of $86,000 from Consolidated Amalgamated. Risk tolerance: moderate. Current allocation: 63% equitie...
{"_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...
73
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": 0.2667, "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"}
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": 6514613206085022426, "lattice_cell_id": "LxE:entity_type=IP_ADDRESS|language=th", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "aeec72ec-5baf-4dc8-b352-07499323a254", "v1_record...
null
622f47c0-5bca-5b3b-91be-a47fbbbe893c
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 สุดา บุนนาค, IP: 181.76.182.5, contact สุดา.บุนนาค4@protonmail.com. [#5a688e31edc432da-393]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
9
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.87, "mention_variant": "full_name", "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
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
hi
Indo-Aryan
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 9947591317620886178, "lattice_cell_id": "LxE:entity_type=PROCEDURE_NAME|language=hi", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "edf4c2c4-dcc4-4de5-ae93-a23b17c863c0", "v1_re...
null
3e10a3a8-d6d4-5ad7-a5c8-9b7fa3202817
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Deva
Record for Sunita Verma, Procedure Name: Chest X-Ray, contact sunita.verma35@hotmail.com. [#8a0cf199498d8aa2-253]
{"_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": 0.87, "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
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": 1590010199017022896, "lattice_cell_id": "LxE:entity_type=INVOICE_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": "752ed87a-5411-4536-b2dd-cad818fe4550", "v1_re...
null
00426a07-5f10-5507-a6eb-7fdf1078ea6c
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 יוסף פרידמן, Invoice Number: INV-193354, contact יוסף.פרידמן32@mail.com. [#1610d9da0da865b0-311]
{"_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...
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": 0.82, "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", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
fr
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": 100, "qid_type_count_risk...
{"generation_seed": 253019968406491461, "lattice_cell_id": "LxE:entity_type=LOCATION_NAME|language=fr", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "26209a9e-094b-4b35-84fc-6cb784257310", "v1_reco...
null
dafbf5bb-e76b-5967-9193-ee476c32b67b
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Sylvie Moreau, Location Name: Clinton, contact sylvie.moreau90@outlook.com. [#382e85219f31145-210]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.89, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
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": 12753138607066463357, "lattice_cell_id": "LxE:entity_type=IP_ADDRESS|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": "774954bc-1b80-44d9-883e-a286ff69e13f", "v1_recor...
null
ed64dcf0-2d08-5ebc-8e7e-84320c796cae
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 Алексей Волков, IP: 62.227.226.96, contact алексей.волков82@hotmail.com. [#b0fc3ffe7d843c7d-96]
{"_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": 27, "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"}
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": 13796193483429266846, "lattice_cell_id": "LxE:entity_type=NATIONAL_ID_NUMBER|language=el", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "a5c861bb-fb89-4fd9-a847-c4fd754ee82d", "...
null
5715246b-9110-54ca-9c29-407d8132ad81
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 Βασιλική Ιωάννου, National Id Number: NID-454631261, contact βασιλική.ιωάννου45@outlook.com. [#bf75ece0b85c459e-1062]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.76, "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
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": 14613037643669179253, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_NUMBER|language=hi", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "e57b3de6-7b22-4cea-933a-5fcc07765c4...
null
5b35febb-c66c-5fd8-bbd7-1f274bc0e6c3
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 Sunita Rao, Insurance Policy Number: POL-9494116, contact sunita.rao62@fastmail.com. [#cacbf05050500b75-410]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.86, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
["HEALTH_INSURANCE_ID"]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
it
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 2837584003964843217, "lattice_cell_id": "LxE:entity_type=HEALTH_INSURANCE_ID|language=it", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "d852331a-12f4-42cd-b732-98a4143e585a", "...
null
b390a794-4bba-5bbd-91a2-3012a6beb464
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Giuseppe Gallo, Health Insurance Id: INS-438660155, contact giuseppe.gallo28@hotmail.com. [#27611f9e10a7b4d1-710]
{"_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": 28, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
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": 12637061160317498804, "lattice_cell_id": "LxE:entity_type=SOCIAL_SECURITY_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": "04cf317e-eb48-4708-8065-cd8ffa7aac53...
null
2817a3e8-bfba-5efe-90c8-8590ad1931c3
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 Margaretha Jansen, SSN: 825-60-7668, contact margaretha.jansen89@outlook.com. [#af5fdc2bd99c35b4-109]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
9
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 16, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"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": 13450770627189695309, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_NUMBER|language=ja", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "0d93e218-7872-4c9d-8556-4e72ededa61...
null
bab82389-2b53-5881-9572-64e6115c4bee
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 由美 小林, Insurance Policy Number: POL-9330263, contact 由美.小林38@mail.com. [#baaabc9ec4e6634d-36]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "moderate", "techniques": ["base64_encoding"], "type": "base64_encoding"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.8, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier"...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
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": 6287549628422413261, "lattice_cell_id": "AxE:adversarial=base64_encoding|entity_type=PIN", "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": "23460388-ae09-4d0f-93de-ee955f557dd9", "...
null
99e8a1f4-c39a-57e7-a485-e40dc3e516ee
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 Robert Allen, PIN: MTUzNQ==, contact robert.allen39@fastmail.com. [#5741dd12fdc1dbcd-191]
{"_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": "financial", "cluster_id": null, "context_dependency": "low", "end": 18, "entity_id": "e0", "entity_type": "INVOICE_NUMBER", "information_anchor_score": 0.48, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "start": 8, "...
[]
{"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...
structured
hard
["context_preservation", "format_variations", "multilingual"]
invoice
financial
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ja
Japonic
format_variations
{"_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": 2, "qid_type_count_risk_...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "1bc82edc-07f4-4567-862a-ebabbd08fd7b", "v1_record_id": null}
null
6e5db20c-94ac-5a05-9667-55ad1684975c
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
INVOICE INV-229303 Date: 2022-11-15T07:47:00Z From: Wayne Enterprises To: 直樹 加藤 Address: 7266 Chestnut St, Riverside, CO 65770 Bank: IBAN DE72450348129973470386 SWIFT: TGAXGBNE Total: $82,000
{"_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...
24
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": 0.89, "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
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
fr
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 7871503099887536868, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_NUMBER|language=fr", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "18fd94f1-3367-4839-aab3-fd53e4091998", "...
null
bdcd781c-f35d-5453-bd4a-30c923e0eae1
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 Christine Durand, Bank Account Number: 5632266167, contact christine.durand32@yahoo.com. [#6d3d325d452ecae4-689]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.79, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.2667, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain":...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
hi
Indo-Aryan
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 10272992647171451017, "lattice_cell_id": "LxE:entity_type=NATIONAL_ID_NUMBER|language=hi", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "01b74ac4-6a0c-4937-ae31-442deabaa80b", "...
null
29859341-6e7a-55d1-b7ed-58026a546eb3
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 Deepak Mehta, National Id Number: NID-709264760, contact deepak.mehta31@protonmail.com. [#8e9100624adaa889-1201]
{"_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_8065_1", "context_dependency": "low", "end": 13, "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", "entity_tracking"]
null
general
{"coreference_chains": [["e0", "e2", "e3", "e4"]], "num_distinct_persons": 1, "num_repeated_entities": 1, "tracking_difficulty": "moderate"}
en
Germanic
entity_tracking
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "f25ec823-cf25-402a-b8c8-3816997caa26", "v1_record_id": null}
null
aa5f6b57-8d63-5a26-95e0-47660c5d08b6
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
Jessica Allen submitted report #TR-4310. In the meeting, Jessica presented findings to the board. Ms. Allen concluded that action was needed. Email Jessica Allen at jessica.allen76@aol.com. Phone: +1 (577) 878-6526.
{"_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": 14, "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": [], "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"}
zh
Sinitic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2068, "k_anonymity_estimate": 100, "qid_type_count_ris...
{"generation_seed": 3040521223151999545, "lattice_cell_id": "LxE:entity_type=SWIFT_BIC_CODE|language=zh", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "f33520af-6fe0-47b9-8f4e-0e94658e9f6c", "v1_re...
null
10c74d22-df5b-5f05-8589-b766ebaefbbc
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 敏 孙, Swift Bic Code: HZJXUSMO, contact 敏.孙23@icloud.com. [#2a3219f16e02da39-85]
{"_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": 0.84, "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
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": 0.2267, "k_anonymity_estimate": 100, "qid_type_count_ris...
{"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": "3eb732b3-8a63-455e-8715-fea5ca49fa98", "v1_record...
null
f69504c2-a701-506d-ba77-a58d02e97c7f
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 Δήμητρα Παππάς, Job Title: Sales Representative, contact δήμητρα.παππάς52@mail.com. [#ca337ad60f2ca223-315]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "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"}
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": 14613037643669179253, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_NUMBER|language=hi", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "87722a98-07d8-4a66-9f98-34939c4818d...
null
32ef8c5e-0fe1-5f89-81be-481b69d0d7d3
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Deva
Record for Pooja Mishra, Insurance Policy Number: POL-1223339, contact pooja.mishra45@protonmail.com. [#cacbf05050500b75-690]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.76, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.2667, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain":...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
nl
Germanic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": 100, "qid_type_count_ris...
{"generation_seed": 6600017876702472269, "lattice_cell_id": "LxE:entity_type=TIMESTAMP|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": "dce31879-efff-42e1-a3e6-5c7daf946d03", "v1_record_...
null
38981b5d-a61f-5293-bd96-63e8c01adec5
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 Dirk de Jong, Timestamp: 2024-09-17T19:29:00Z, contact dirk.jong46@protonmail.com. [#5b97f94a5c14284d-300]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.81, "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
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
hi
Indo-Aryan
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 10834775599406328466, "lattice_cell_id": "LxE:entity_type=API_KEY|language=hi", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "c5d547ba-fe82-48a9-b6d0-a3464339feef", "v1_record_i...
null
69c17ddd-15ff-5371-9042-9325b335e669
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 Deepak Agarwal, API key: sk-encNaSSjTdl96bSpbMzEJgSjAoR258K5, contact deepak.agarwal30@outlook.com. [#965cdb00a7af2a92-793]
{"_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": 0.87, "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
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": null, "qid_type_count_ris...
{"generation_seed": 14839547531240679636, "lattice_cell_id": "LxE:entity_type=PIN|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": "bfd54051-0c40-40b2-ba7f-34d213f8f212", "v1_record_id": ...
null
266dab67-50cd-5bb5-8bd8-e1bae130ba80
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
medium
2.2.0
Beng
Record for করিম আক্তার, PIN: 0922, contact করিম.আক্তার40@icloud.com. [#cdf0a9db3b2028d4-1228]
{"_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": "location_temporal", "cluster_id": null, "context_dependency": "low", "end": 21, "entity_id": "e0", "entity_type": "TIMESTAMP", "information_anchor_score": 0.39, "mention_variant": null, "nested_entities": null, "sensitivity_class": "quasi_identifier", "start": 1, "text":...
[]
{"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...
logs
challenging
["context_preservation", "temporal_consistency"]
audit_log
technology
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "moderate"}
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": 100, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "73d06b27-e5e5-4293-9290-64a82043a4ad", "v1_record_id": null}
null
99fd6709-22a6-515c-92bc-4915732fcc83
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
[2024-01-11T06:10:00Z] Lisa Harris logged in from 209.72.70.92. Session: efafe2c52ccaedf92ec6eeacc24fdb4d [2021-01-28T16:07:00Z] Lisa Harris logged in from 74.157.235.214. Session: d501d2bfd12a2fcf7755366fc7bdcfc7 [2020-01-01T07:44:00Z] Lisa Harris updated profile. Email: lisa.harris67@gmail.com. Phone: +1 (727) 437-63...
{"_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...
29
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.4667, "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"}
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": 0.3967, "k_anonymity_estimate": 100, "qid_type_count_ris...
{"generation_seed": 3978767073119890481, "lattice_cell_id": "LxE:entity_type=SWIFT_BIC_CODE|language=pt", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "c1e9c7a9-9ed1-4be4-abf4-9ea4823ad743", "v1_re...
null
2744ff2a-6b99-5486-babd-34c8679ed1cd
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 Costa, Swift Bic Code: RHSRUSZQ, contact diogo.costa29@protonmail.com. [#37376b929554ec31-133]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "moderate", "techniques": ["ocr_artifact"], "type": "ocr_artifact"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 27, "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", "edge_cases"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
en
Germanic
edge_cases
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 12033034440733313378, "lattice_cell_id": "AxE:adversarial=ocr_artifact|entity_type=DRIVER_LICENSE_NUMBER", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "3d37c115-600a-41ca-881f-...
null
a381b107-cdcd-592a-ab64-8089fc96faec
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 Margaret Jackson, Driver License Number: NH-86G735, contact margaret.jackson89@outlook.com. [#a6fded11f1f34962-411]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
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": 0.81, "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"}
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": 8620223807094530362, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_NUMBER|language=hi", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "0807eed3-129c-4ff5-8683-8c28d0f6e47c", "...
null
64990322-8388-5672-8a64-b67d08d69e3e
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Deva
Record for Pooja Rao, Bank Account Number: 2447884676, contact pooja.rao44@gmail.com. [#77a12fe1723c213a-1139]
{"_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": 47, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "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
easy
["context_preservation", "diverse_pii_types"]
null
general
{"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"}
en
Germanic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.1983, "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": "c5829164-e211-55ba-a9f2-b105e97fa52a", "v1_record_id": "CUR-014609"}
null
6de1c1fa-cfb5-5e1b-b63c-60dfcc4621e1
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-214609 filed by Sarah Gomez under policy POL-114609. Policyholder DOB: 1984-06-22, SSN: 309-39-6609. Mailing address: 4809 Ash Place, Franklin, MI 24609. Phone: +1 (409) 863-1917.
{"_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": 0.78, "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"}
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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 9495933859493707458, "lattice_cell_id": "LxE:entity_type=PROCEDURE_NAME|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": "a2a9de0a-5fdd-44f5-86ca-8c82c85655b8", "v1_re...
null
86f5221e-5061-59ed-a544-d944bed3cb30
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Hendrik Mulder, Procedure Name: Bone Density Scan, contact hendrik.mulder47@gmail.com. [#83c8558899b9fec2-330]
{"_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": 73, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.79, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
["MEDICAL_RECORD_NUMBER"]
{"behavioral_signal_density": 0.69, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": ["indu...
medium
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types"]
pathology_report
clinical
{"coreference_chains": [], "num_distinct_persons": 4, "num_repeated_entities": 0, "tracking_difficulty": "none"}
en
Germanic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.5865, "k_anonymity_estimate": 20, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "acd639b5-6f8d-420e-be5e-fb6444ebb455", "v1_record_id": null}
null
d89b17c8-d232-54d3-ace0-2b79463de9d7
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Latn
SURGICAL PATHOLOGY REPORT Accession #: S25-55128 Patient: Emily Martinez MRN: MRN-1478491 DOB: 1997-11-26 Date of Surgery: 2022-11-12T08:50:00Z Surgeon: Dr. Patricia Moore Pathologist: Dr. Margaret Brown, NPI: 5694941258 SPECIMEN: left breast, needle core biopsy GROSS DESCRIPTION: Received fresh, in formalin. Spec...
{"_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...
62
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": "person-00300", "context_dependency": "low", "end": 48, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.88, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_...
[]
{"behavioral_signal_density": 0.5, "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"}, "professi...
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", "e1", "e2", "e3", "e4"]], "num_distinct_persons": 1, "num_repeated_entities": 1, "tracking_difficulty": "none"}
en
Germanic
entity_tracking
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.425, "k_anonymity_estimate": 100, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "9c2a1856-dcd8-52f6-836a-689bc58177b7", "v1_record_id": "TRK-00300"}
null
1ab25bc7-03dc-50fb-a91c-5ffd87b54337
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Document begins with reference to Richard Harris as the primary subject. In subsequent paragraphs, the subject is referred to as Mr. Harris, and informally as Richard. Email correspondence was directed to richard.harris0@gmail.com and the corporate address rharris@sterlingcooper.com. Records identify Richard H. with SS...
{"_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...
57
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": 1.0, "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"}
es
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2182, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 12815225253617280853, "lattice_cell_id": "LxE:entity_type=IBAN|language=es", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "81016cd7-097e-4c69-be3f-3d35a37ada21", "v1_record_id":...
{"query": "What email was used for registration?", "relevant_entity_ids": ["e0", "e2"]}
2a2950cc-2842-5735-8782-46594c4fab14
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 Isabel Hernández, IBAN: ES84724165133880077774, contact isabel.hernández24@gmail.com. [#b1d8d3785e792755-821]
{"_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": 0.89, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ko
Koreanic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 16281495287809640836, "lattice_cell_id": "LxE:entity_type=MAC_ADDRESS|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": "9729e6ff-d201-446f-a197-1cec60ac0e61", "v1_reco...
null
15ba8a9e-4c0f-5d51-ad65-a334a72dae0b
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 윤서 김, MAC: 61:47:a7:c7:31:b5, contact 윤서.김58@fastmail.com. [#e1f37db382170984-374]
{"_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": 27, "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
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
pt
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 8455089002805021154, "lattice_cell_id": "LxE:entity_type=PIN|language=pt", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "7fd1440e-e60c-449e-8fcb-e3ddeec3d440", "v1_record_id": n...
null
15744e95-18b1-54e3-9f86-159f0cef8402
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Beatriz Carvalho, PIN: 8225, contact beatriz.carvalho97@outlook.com. [#755682a6ac8149e2-360]
{"_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": 71, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.87, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
["MEDICAL_RECORD_NUMBER"]
{"behavioral_signal_density": 0.7333, "interest_topics": {"indicators": ["topic:fitness:1", "topic:academic:1"], "present": true, "uniqueness": "high"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "profe...
medium
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types"]
radiology_report
clinical
{"coreference_chains": [], "num_distinct_persons": 4, "num_repeated_entities": 0, "tracking_difficulty": "none"}
en
Germanic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.6233, "k_anonymity_estimate": 20, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "2c21cb5b-b0ce-4c52-824d-15e8ab1214bb", "v1_record_id": null}
null
668c3e75-499f-54cb-bd72-522731031d69
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Latn
RADIOLOGY REPORT St. Mary's General Hospital Patient: Robert Rodriguez MRN: MRN-9485702 DOB: 1946-11-01 Exam: Ultrasound Abdomen Date: 2021-11-23T08:18:00Z Referring Physician: Dr. Emily Rodriguez Radiologist: Dr. Margaret Thomas, NPI: 7096681692 CLINICAL INDICATION: Abdominal pain. COMPARISON: None available. FI...
{"_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...
63
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": 0.78, "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"}
it
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 1641656076268693148, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_NUMBER|language=it", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "46b18fe5-0827-44d3-ad5b-ba5dff7f3d63", "...
null
096a8b1d-3eaf-581c-8308-72bb205a772c
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 Chiara Giordano, Bank Account Number: 1371983753, contact chiara.giordano22@aol.com. [#16c85580e55b669c-860]
{"_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": 19, "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"}
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": 100, "qid_type_count_risk...
{"generation_seed": 14070246432861810048, "lattice_cell_id": "LxE:entity_type=BANK_ROUTING_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": "d68085ef-4d79-4b91-9558-351ed45a390a", ...
null
19f4863a-d163-5fab-a0c2-4dfc846e204f
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 כהן, Bank Routing Number: 678827941, contact מרים.כהן40@gmail.com. [#c3438e9554ef6d80-573]
{"_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": "financial", "cluster_id": null, "context_dependency": "low", "end": 18, "entity_id": "e0", "entity_type": "INVOICE_NUMBER", "information_anchor_score": 0.46, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "start": 8, "...
[]
{"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...
structured
moderate
["context_preservation", "format_variations"]
invoice
financial
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
en
Germanic
format_variations
{"_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": 2, "qid_type_count_risk_...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "fe2bae99-ad69-4e6a-9fa9-d2cf85afba98", "v1_record_id": null}
null
fb637d23-f106-58da-b499-de174e2e81a0
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
INVOICE INV-843810 Date: 2022-07-11T17:07:00Z From: Wayne Enterprises To: Lisa Young Address: 6213 Spruce Ave, Lakewood, MN 96769 Bank: IBAN FR85391205194123828428 SWIFT: PSXCDEX4 Total: $235,000
{"_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...
24
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": 0.86, "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"}
fr
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 9666955168174470350, "lattice_cell_id": "LxE:entity_type=CREDIT_CARD_NUMBER|language=fr", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "611cf963-ca0c-470d-aa93-327b3348b5da", "v...
null
242e9a8e-7b17-5bb0-9d27-3f3531aeb1a3
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 Philippe Michel, Credit Card Number: 5658 2380 7276 1274, contact philippe.michel15@zoho.com. [#8627ec81faaa74ce-640]
{"_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": 24, "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
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
pt
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 9137981067563857035, "lattice_cell_id": "LxE:entity_type=PASSPORT_NUMBER|language=pt", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "ac3f3e5a-3f5f-4aa6-8abb-5c7c69207575", "v1_r...
null
dcd4b1a5-a045-596f-9241-2da4933332e8
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Gabriel Alves, Passport Number: A83197887, contact gabriel.alves49@mail.com. [#7ed0a15da863748b-664]
{"_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": 0.79, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
it
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": 100, "qid_type_count_risk...
{"generation_seed": 5963740784820826490, "lattice_cell_id": "LxE:entity_type=LOCATION_NAME|language=it", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "d0a1826b-afe1-4305-91af-fc2b55f1fe2c", "v1_rec...
null
07804d9e-0031-5836-8d79-b722c71717d8
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 Giordano, Location Name: Riverside, contact andrea.giordano51@hotmail.com. [#52c376a583c1317a-394]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.89, "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
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
fr
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 11862175428128548203, "lattice_cell_id": "LxE:entity_type=PASSPORT_NUMBER|language=fr", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "66126509-b8b2-4f4e-b665-0f95177f2eeb", "v1_...
null
63b7fefd-358d-544c-8ce2-c42e0b767436
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 Sophie Laurent, Passport Number: T10572398, contact sophie.laurent46@outlook.com. [#a49ee9b410f8256b-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...
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": 0.85, "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
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": 2898515673861693310, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_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": "60ccbae7-7820-4807-bb61-ae41749c0939", "...
null
b5d58ba1-4f9f-593a-82d4-d08b72612609
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 孙, Bank Account Number: 9228550617, contact 磊.孙10@icloud.com. [#283998a5fc6d9f7e-891]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.86, "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": null, "qid_type_count_ris...
{"generation_seed": 13352541386150832258, "lattice_cell_id": "LxE:entity_type=INVOICE_NUMBER|language=pt", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "ecdd2204-96a0-477a-b176-6d0575a4c4c5", "v1_r...
null
8ffc1d87-bd16-53f6-8c5c-6ff17b4bd43d
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 João Pereira, Invoice Number: INV-762438, contact joão.pereira2@hotmail.com. [#b94dc1a55a38e882-54]
{"_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", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
bn
Indo-Aryan
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 8492910845480590721, "lattice_cell_id": "LxE:entity_type=USERNAME|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": "52b0017f-0181-48ea-bd18-858408d07b78", "v1_record_i...
null
bfdcf5c3-6f4d-58fc-9c72-15e5cdc9fb8b
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 ইমরান খান, Username: admin_9474, contact ইমরান.খান4@fastmail.com. [#75dce16aa5eedd81-127]
{"_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": 0.75, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
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": 10099371955475484181, "lattice_cell_id": "LxE:entity_type=USERNAME|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": "ea6332c0-4119-4f70-a062-e876351ee763", "v1_record_...
null
18fd54d6-69e9-54f3-b9e0-1bee9f0158e1
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 Rafael Souza, Username: admin_7612, contact rafael.souza75@zoho.com. [#8c282d48e4a88e15-152]
{"_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": "hard", "techniques": ["ocr_char_confusion", "scan_artifact"], "type": "ocr_artifact"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 39, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.74, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "edge_cases"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
en
Germanic
edge_cases
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "16071642-4ac9-43ea-89b2-33c477fbeaae", "v1_record_id": null}
null
57eba9bf-4349-5438-96eb-1087733506c7
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Scanned document: Patient Linda Johnson, SSN 574-29-1552, Phone +1 (824) 441-3108, Email linda.johnson37@outlook.com
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
13
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": 0.79, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ko
Koreanic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": 100, "qid_type_count_risk...
{"generation_seed": 3157151977607983933, "lattice_cell_id": "LxE:entity_type=BANK_ROUTING_NUMBER|language=ko", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "6d3bc297-aceb-4b29-9ea0-d7538c66df25", "...
null
1937f2c1-44b9-5ee2-a5d6-d1612e8a33a0
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 수빈 서, Bank Routing Number: 302766169, contact 수빈.서9@yahoo.com. [#2bd074ff0f3ef33d-1228]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 14, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
zh
Sinitic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 3092572852222331180, "lattice_cell_id": "LxE:entity_type=INVOICE_NUMBER|language=zh", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "865df77b-7772-44c3-8977-336a9e6490e1", "v1_re...
null
b21718c0-71bf-54b2-bbf1-d0f6a253433a
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 赵, Invoice Number: INV-933391, contact 磊.赵91@yahoo.com. [#2aeb069fbaba892c-1101]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.85, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ar
Semitic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 14103203570758093990, "lattice_cell_id": "LxE:entity_type=IP_ADDRESS|language=ar", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "8a732493-0d21-4418-9b25-49abe03fc62d", "v1_recor...
null
1178cfc8-432d-57bf-8c1d-ae59d4c0f527
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, IP: 136.89.47.171, contact زينب.العلي23@aol.com. [#c3b8a4ecf60e8ca6-310]
{"_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": 0.88, "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
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": 1082193915095279789, "lattice_cell_id": "LxE:entity_type=CVV|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": "829f0dd8-98a3-4c5e-bf28-65dbd2ccd434", "v1_record_id": n...
null
aabeaf80-ad7e-5606-8829-36a23ac68bec
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 隆 中村, CVV: 372, contact 隆.中村92@icloud.com. [#f04b9a1cf57e8ad-408]
{"_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": "hard", "techniques": ["negation", "hypothetical_context"], "type": "negated_pii"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "high", "end": 41, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.71, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifie...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "edge_cases"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
en
Germanic
edge_cases
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "e99884de-8fad-4f7e-9450-2482a1264d7c", "v1_record_id": null}
null
96938cdd-936e-5b7d-8932-6f4f1f8563aa
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
The account does NOT belong to Lisa Brown. The actual holder's email is lisa.brown30@mail.com. SSN on file: 853-60-6812.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
18
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 16, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.86, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"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"}
ja
Japonic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": 100, "qid_type_count_ris...
{"generation_seed": 7545809001568641336, "lattice_cell_id": "LxE:entity_type=JOB_TITLE|language=ja", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "4b59c62e-f953-4c2b-9889-ce1356c49cb4", "v1_record_...
null
8d521a53-c03d-5233-8994-25ad19a65479
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Jpan
Record for 翔太 加藤, Job Title: Sales Representative, contact 翔太.加藤75@fastmail.com. [#68b8194eb971a138-236]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 30, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.85, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
["HEALTH_CONDITION"]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
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": 4608302490402767506, "lattice_cell_id": "LxE:entity_type=HEALTH_CONDITION|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": "db553550-6623-4634-89b2-246fdd35d8b7", "v1_...
null
13e2be45-0276-57b7-a18b-92b2dca12991
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Gerrit van den Berg, Health Condition: Chronic Kidney Disease, contact gerrit.berg56@outlook.com. [#3ff3fab2fe014292-676]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
14
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": 0.87, "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
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
el
Hellenic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 9366222269371943820, "lattice_cell_id": "LxE:entity_type=EMPLOYEE_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": "053e19e0-6d52-412e-8e2b-1011eca39cd0", "v1_recor...
null
d4923fb5-5541-5102-92cd-7c9bc3fd7a74
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 Αικατερίνη Παππάς, Employee Id: EMP-52057, contact αικατερίνη.παππάς34@mail.com. [#81fb818795448b8c-356]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 19, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.78, "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": 14919793670482118587, "lattice_cell_id": "LxE:entity_type=NATIONAL_ID_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": "8e221370-1457-4742-afc1-40e38ff67656", "...
null
5c4c62b4-1137-5216-86fe-ef607d5449ed
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 לוי, National Id Number: NID-677023272, contact מרים.לוי37@zoho.com. [#cf0dc14b7b3547bb-1446]
{"_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
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": 9825567301414230555, "lattice_cell_id": "LxE:entity_type=INVOICE_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": "dccb10c3-507b-480e-ac09-d9a1a9fdd54f", "v1_re...
null
9ce85bd0-c285-5c3b-bc5a-17c449eab833
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Arab
Record for خالد الخالد, Invoice Number: INV-944491, contact خالد.الخالد2@hotmail.com. [#885b6d670d7d1a1b-349]
{"_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": 0.78, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
el
Hellenic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 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": "a937882b-5422-4b50-a2f2-08d6162de114", "v1_record_id": n...
null
8c570c5a-15a6-5879-be82-763ffd50620b
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 Μαρία Δημητρίου, CVV: 626, contact μαρία.δημητρίου33@aol.com. [#240cf39ce8ade500-775]
{"_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": 0.89, "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
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": "935b968f-72d1-4d84-91e5-de4eccd65cb4", "...
null
93e85019-528d-5183-8897-51bcb83b5c91
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 Antonio Gómez, Credit Card Number: 6011 1662 1909 1349, contact antonio.gómez90@hotmail.com. [#a0fa1965ece958a3-1335]
{"_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": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
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": 6060623307329711459, "lattice_cell_id": "LxE:entity_type=CVV|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": "3fb2ac20-79df-47eb-b1bb-911d7be4ea20", "v1_record_id": n...
null
aa70a387-c60d-5f89-9ab9-e3eed9772b6b
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 Sunita Chauhan, CVV: 815, contact sunita.chauhan80@gmail.com. [#541ba8c996d72d63-153]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
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": 0.82, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
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": 9273319257179895086, "lattice_cell_id": "LxE:entity_type=PIN|language=hi", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "5c741e2d-a03e-4730-b169-61f61b5e0322", "v1_record_id": n...
null
e3a3e6f9-fd09-5ce9-be0e-91c6aa27de61
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 Amit Patel, PIN: 7932, contact amit.patel5@yahoo.com. [#80b172bb74ff352e-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...
9
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 16, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.75, "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
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": 5819284361595917681, "lattice_cell_id": "LxE:entity_type=API_KEY|language=ja", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "45a91eef-0bee-4620-8ac5-87d5d09d550b", "v1_record_id...
null
f620f882-019b-5365-8c16-3ef8ac8b5724
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 直樹 木村, API key: sk-tW9eDRGIqOeAyRkGkzMN5D4F2SzHBdSr, contact 直樹.木村75@fastmail.com. [#50c2404b83e91571-511]
{"_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": "person-22514", "context_dependency": "low", "end": 15, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.89, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_...
[]
{"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", "entity_tracking"]
null
financial
{"coreference_chains": [["e0", "e1", "e4", "e5", "e11"], ["e2", "e3", "e10", "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": 0.408, "k_anonymity_estimate": 20, "qid_type_count_risk_...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "d540b259-9fe7-5cff-925e-214a84efc867", "v1_record_id": "DIM-CP-00513"}
null
1463d029-823a-51a7-adeb-3b6e74e02ac1
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
From: Jacob Lee <jacob.lee14@icloud.com> To: Stephanie Campbell <stephanie.campbell9@icloud.com> Subject: Re: Account Verification for Jacob Lee Hi Stephanie, Per your request, here are my verification details: - Full name: Jacob Lee - SSN: 114-24-5514 - DOB: 1969-03-03 - Address: 2814 Chestnut Avenue, Franklin, IL 3...
{"_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...
82
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", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
fr
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 6346073521282407865, "lattice_cell_id": "LxE:entity_type=PASSWORD|language=fr", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "9ccf80af-be05-4153-a020-939a66c44de3", "v1_record_i...
null
bc736057-b8a9-5655-88f7-22360e98a601
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Sylvie Martin, Password: %lN4SqYUC4VjCg5Z, contact sylvie.martin14@aol.com. [#5811c83ea28cddb9-765]
{"_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": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "star...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
semi_structured
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ko
Koreanic
multilingual
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "adacf91c-8652-545c-b42e-ca4e8060471c", "v1_record_id": "EVAL-031005"}
{"query": "How can I reach this person by phone?", "relevant_entity_ids": ["e1", "e2"]}
8cef4c63-e900-5439-bad1-96bde0494052
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Kore
{{"name": "민준 조", "email": "민준.조61@yahoo.com", "phone": "+1 (974) 337-6864", "ssn": "599-90-8255", "ip": "80.23.8.153"}}
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
13
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.9, "mention_variant": "full_name", "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": "372bbe4d-14a7-41fa-999f-5c903982013...
null
cca2c110-6231-544a-b2ea-7ceb58be5f96
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 نور الشريف, Insurance Policy Number: POL-3977011, contact نور.الشريف20@fastmail.com. [#9401d8fe3a56ff7f-1140]
{"_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": 0.88, "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"}
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": 18191222439567440255, "lattice_cell_id": "LxE:entity_type=PIN|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": "fdac54d9-8193-4296-ab96-9f6b83801001", "v1_record_id": ...
null
b82d0cd0-aa1c-52b7-a7d7-7f2748e9e7a9
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 幸子 高橋, PIN: 6947, contact 幸子.高橋4@yahoo.com. [#fc74346d7488397f-647]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
9
2.2.0
{"difficulty": "moderate", "techniques": ["base64_encoding"], "type": "base64_encoding"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "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", "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": 6287549628422413261, "lattice_cell_id": "AxE:adversarial=base64_encoding|entity_type=PIN", "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": "0fbf3c0a-dc12-422d-bfe6-cc627d700cd0", "...
null
d921cee0-f92c-5c3c-9a09-a474f61d46a9
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 Melissa Nguyen, PIN: NDMzNA==, contact melissa.nguyen70@zoho.com. [#5741dd12fdc1dbcd-181]
{"_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": 0.88, "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
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": 0.2182, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 15619382996634775019, "lattice_cell_id": "LxE:entity_type=DEA_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": "d223592a-1d62-4daa-b4f3-018399e0d321", "v1_recor...
null
e9462a16-eef6-5aa5-9254-f453000dcefa
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 준서 강, DEA: NN9141821, contact 준서.강22@mail.com. [#d8c3321495312deb-639]
{"_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": 20, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
["MEDICAL_RECORD_NUMBER"]
{"behavioral_signal_density": 0.2433, "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"}
pt
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2068, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 14865407867484229608, "lattice_cell_id": "LxE:entity_type=MEDICAL_RECORD_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": "8641ef83-2457-4c06-ab34-5dc306220630"...
null
26c124c2-b937-5c3f-a029-573c7efb2b7d
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Ana Alves, Medical Record Number: MRN-4388430, contact ana.alves94@fastmail.com. [#ce4c89b1f6b1cfe8-330]
{"_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": 50, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.9, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "star...
[]
{"behavioral_signal_density": 0.5, "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"}, "professi...
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": 0.425, "k_anonymity_estimate": 5, "qid_type_count_risk_l...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "1118682f-9192-518f-a5b5-093d2d026756", "v1_record_id": "DIM-TC-00839"}
null
fac1c9b9-48db-5f9d-839f-3a60aa02916e
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: Daniel Gomez Account: 10368420 | Card: 4000-0000-0104-8580 2024-01-15: Deposit $5,000.00 — Employer: Acme Corp (EMP: EMP-38340) 2024-02-01: Rent payment $1,850.00 to 8640 Oak Street, Oakland, CA 38340 2024-03-15: Direct deposit — SSN verified: 540-90-2340 2024-06-01: IBAN transfer...
{"_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": 27, "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"}
pt
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 13830939834591839103, "lattice_cell_id": "LxE:entity_type=TAX_ID|language=pt", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "b6de4c38-497f-4a1e-8f21-8cd238a337d1", "v1_record_id...
null
dbe88e5a-f885-5a32-9b7c-14c751621ad5
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Miguel Rodrigues, Tax Id: 63-6712448, contact miguel.rodrigues58@yahoo.com. [#bff15e8006a5837f-753]
{"_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": 12, "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": 0.2333, "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
moderate
["context_preservation", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
lv
Baltic
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": 100, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "523eac82-32a9-40e6-907d-3e37988c940e", "v1_record_id": null}
null
3ebd7f7d-30d3-5446-8dbd-30bc3f4c2265
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
low
2.2.0
Latn
Anna Krūmiņš — anna.krūmiņš4@mail.com — +1 (623) 841-8814 — Wonka Industries.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
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": "35979550-9539-4919-8462-6e6b5487943e", "v1_record_id": null}
null
1cc10662-2593-5f48-bd22-4a3ccffec99f
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 誠 高橋 at richard.gonzalez93@yahoo.com. CC: Richard Gonzalez (+1 (485) 315-2001).
{"_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": "government_legal", "cluster_id": null, "context_dependency": "low", "end": 38, "entity_id": "e0", "entity_type": "COURT_CASE_NUMBER", "information_anchor_score": 0.83, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "st...
[]
{"behavioral_signal_density": 0.5, "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"}, "p...
medium
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types"]
witness_statement
legal
{"coreference_chains": [], "num_distinct_persons": 5, "num_repeated_entities": 0, "tracking_difficulty": "none"}
en
Germanic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.425, "k_anonymity_estimate": 2, "qid_type_count_risk_l...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "8d0de1b2-58f0-4237-bf52-d52dced83395", "v1_record_id": null}
null
3c798917-80b6-52a1-88a0-37ba0415753a
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
WITNESS STATEMENT Case: 2026-CRIM-2744 Date: 2022-02-07T15:37:00Z I, Amanda White, of 969 Birch Way, Fairview, NC 68961, make this statement voluntarily. My date of birth is 1987-09-09. I can be contacted at +1 (681) 862-8268. On the date in question, I was employed at Prestige Worldwide as a Security Analyst. I per...
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
94
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.88, "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
easy
["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": 4608302490402767506, "lattice_cell_id": "LxE:entity_type=HEALTH_CONDITION|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": "5c981266-9c48-4e52-b29b-55b097f1e128", "v1_...
null
e422fbda-88dc-5714-8a41-bee29791d680
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Anna Meijer, Health Condition: Asthma, contact anna.meijer55@zoho.com. [#3ff3fab2fe014292-450]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.89, "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
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": 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": "b6d5bb72-c3a4-4f5b-a98e-b8884109b611", "v1_record_id...
null
f32a7a3b-1779-56e8-a466-df97cd56a8ad
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for José López, API key: sk-GDgwV4aryrG0eOArAQvKOI1QNyvYbJlf, contact josé.lópez57@aol.com. [#809763d8f710b82c-1431]
{"_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", "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": 10018028446072172147, "lattice_cell_id": "LxE:entity_type=DRIVER_LICENSE_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": "df5a1d55-5764-46da-a62d-2b93b186dc1d"...
null
c0ca5360-98c4-517e-acbf-bb075d85558e
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 Pedro Rodríguez, Driver License Number: KC-242797, contact pedro.rodríguez98@zoho.com. [#8b072fcb3de3ee73-58]
{"_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": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "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
moderate
["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": 100, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "5e4bf87e-373f-55d2-bb1a-8321a8670909", "v1_record_id": "multilingual-000109"}
null
164bec6e-6e7d-5b60-999e-9153dcad0e41
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
Contactar a Alberto Perez en alberto.perez@techmail.com (+34 459-177-917). Trabaja en Empresa Digital.
{"_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": 18, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.86, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
["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
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": 17300037549419207351, "lattice_cell_id": "LxE:entity_type=PROCEDURE_NAME|language=he", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "5e2d0703-4692-49f6-8258-b087bbbdb4bc", "v1_r...
null
872e3a29-08ab-5df1-b828-313149ab0ebc
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
medium
2.2.0
Hebr
Record for תמר כהן, Procedure Name: MRI Brain, contact תמר.כהן94@yahoo.com. [#f016147dde0d1ab7-438]
{"_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": 18, "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": 4296427664613883382, "lattice_cell_id": "LxE:entity_type=PASSPORT_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": "ad7992a7-0adc-4a83-a979-5dd8dcac602f", "v1_r...
null
59a9fe2f-cbf7-5a7c-a795-dfbe46d40531
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
medium
2.2.0
Hebr
Record for מיכל כץ, Passport Number: R55738240, contact מיכל.כץ54@gmail.com. [#3b9ffa329078bdf6-1310]
{"_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": 0.89, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
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": 17206894927421380278, "lattice_cell_id": "LxE:entity_type=PIN|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": "aba22388-1fdc-4132-80e7-dd920b375e31", "v1_record_id": ...
null
15634d2a-698f-52b0-8cee-f7807e930868
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 ชินวัตร, PIN: 0378, contact วนิดา.ชินวัตร63@mail.com. [#eecb2bc53c6c16b6-433]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
9
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.84, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
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": 8464845935428443498, "lattice_cell_id": "LxE:entity_type=TIMESTAMP|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": "39840d31-ce21-43d6-8054-d240b0c2f13d", "v1_record_...
null
185ab0b2-e9e3-5529-9e2b-5616610eb262
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 সাকিব আহমেদ, Timestamp: 2024-06-07T02:44:00Z, contact সাকিব.আহমেদ42@outlook.com. [#75792c87939f1d6a-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": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
th
Tai
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": 100, "qid_type_count_risk...
{"generation_seed": 11795779898771192103, "lattice_cell_id": "LxE:entity_type=ORGANIZATION_NAME|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": "9cc0973f-bbaf-4e03-9b71-424ba8836d39", "v...
null
8c6400c4-fa38-598a-8ea9-447b21fb0380
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 กัญญา เจริญผล, Organization Name: Wonka Industries, contact กัญญา.เจริญผล52@outlook.com. [#a3b307523af33927-345]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 14, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.89, "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
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": 13910265859428964383, "lattice_cell_id": "LxE:entity_type=COURT_CASE_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": "e34ca097-4daa-4eb2-973a-3155e3bfd4e6", "v...
null
2cb302b2-ea79-52da-a89a-9bed1f49f23b
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 明 王, Court Case Number: 2020-CIV-5547, contact 明.王89@hotmail.com. [#c10b31197281d81f-213]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 32, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "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
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": 0.2068, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 16682906825953026849, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_NUMBER|language=el", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "d1c41d2a-89aa-4027-80c9-ec7f9e22612...
null
92545796-0bbc-5d98-891d-578abad86bf1
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 Κωνσταντίνου, Insurance Policy Number: POL-3937022, contact νικόλαος.κωνσταντίνου30@yahoo.com. [#e785975e4ddea321-1094]
{"_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-22704", "context_dependency": "low", "end": 16, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 1.0, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_i...
[]
{"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", "entity_tracking"]
null
financial
{"coreference_chains": [["e0", "e1", "e4", "e5", "e11"], ["e2", "e3", "e10", "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": 0.408, "k_anonymity_estimate": 20, "qid_type_count_risk_...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "5ad91793-ced5-56dd-8b6d-cf6a37e142cd", "v1_record_id": "DIM-CP-00703"}
{"query": "What is the email address on file?", "relevant_entity_ids": ["e0", "e1", "e2", "e3", "e4", "e5", "e10", "e11", "e13"]}
c81d6e6c-7ebb-549d-bb0f-cef1efcd67d8
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
From: Ryan Brown <ryan.brown4@icloud.com> To: Deborah Robinson <deborah.robinson99@icloud.com> Subject: Re: Account Verification for Ryan Brown Hi Deborah, Per your request, here are my verification details: - Full name: Ryan Brown - SSN: 304-34-5704 - DOB: 1994-01-25 - Address: 3004 Pine Road, Lexington, IL 32704 - ...
{"_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...
82
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": 0.85, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.2433, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": ["in...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
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": 0.2068, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 15768682259409253325, "lattice_cell_id": "LxE:entity_type=NPI_NUMBER|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": "eba9a6d1-cfcf-4981-93e1-a98ed312da77", "v1_recor...
null
9fa1b6b4-0bd4-5532-918d-9eddf2c370f9
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 Χρήστος Βασιλείου, NPI: 8654272674, contact χρήστος.βασιλείου79@mail.com. [#dad59cf80817b3cd-111]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
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": 0.89, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta...
[]
{"behavioral_signal_density": 0.5033, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": ["anecdote_pattern"], "present": true, "uniqueness": "moderate"}, "...
medium
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types"]
null
general
{"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 3, "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": 0.4278, "k_anonymity_estimate": 100, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "696d840f-d42c-5f0f-940a-69d2fe48c1f3", "v1_record_id": "context-preservation-000395"}
null
80658990-97e6-5716-a4b1-84f17e91baa9
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
A: Hello, I'm Emma Hernandez from Digital Horizon. My email is emma.hernandez@enterprise.org. B: Nice to meet you! I'm Raymond Martin, you can reach me at raymond.martin@test.com. A: Great! My phone is +1 936-961-279. When would you like to schedule the call? B: How about next week? You can call me at +1 592-177-627. 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...
68
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "mention_variant": "full_name", "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": 9825567301414230555, "lattice_cell_id": "LxE:entity_type=INVOICE_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": "c5fecdb3-6a91-4f05-971f-17ac2810e6bd", "v1_re...
null
0c4ec6b6-a1c3-5adf-8dc5-b6aa6f77d903
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 الرشيد, Invoice Number: INV-516438, contact عمر.الرشيد40@fastmail.com. [#885b6d670d7d1a1b-1000]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "moderate", "techniques": ["base64_encoding"], "type": "base64_encoding"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "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
hard
["context_preservation", "edge_cases"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
en
Germanic
edge_cases
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 13601147825458130431, "lattice_cell_id": "AxE:adversarial=base64_encoding|entity_type=PASSWORD", "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": "f93a5d1e-7819-47e3-8d7d-4d11855acd...
null
b3369a60-87c6-5877-8768-2d02cb16d067
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 Miller, Password: UVVSZzhAQUR6bFBBOA==, contact james.miller3@protonmail.com. [#bcc0fbe2a2022dff-602]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
9
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 16, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.81, "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"}
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": 5770590401989282352, "lattice_cell_id": "LxE:entity_type=PASSPORT_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": "2c22aa53-750f-420b-9467-f89790ad0f12", "v1_r...
null
a02a561e-28f7-578f-a901-3d3554dc8450
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 山田, Passport Number: W66663390, contact 花子.山田34@zoho.com. [#501541658ed98a30-105]
{"_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...
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": 0.89, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
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": 14919793670482118587, "lattice_cell_id": "LxE:entity_type=NATIONAL_ID_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": "4369f089-cff3-43de-8cd3-cbe41e2b85b5", "...
null
2dbf8700-94a1-5596-9807-ebeb1624227a
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 אזולאי, National Id Number: NID-614527689, contact מרים.אזולאי95@hotmail.com. [#cf0dc14b7b3547bb-506]
{"_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": 0.79, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
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": "43c38e79-38e9-4ae4-ab27-cb1523ed022d", "v1_record_id": ...
null
a004bc8a-4aec-56b0-a6a3-f83ab4f1f558
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 Janssen, CVV: 223, contact cornelis.janssen47@fastmail.com. [#b85073a5ae484ee4-1054]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
9
2.2.0
{"difficulty": "moderate", "techniques": ["base64_encoding"], "type": "base64_encoding"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.79, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "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": 14778579356668338707, "lattice_cell_id": "AxE:adversarial=base64_encoding|entity_type=NATIONAL_ID_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": "46b4c1d4-dd27-4cea-9d07-...
null
76bed8da-e029-53d6-874f-78c80569960e
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 Paul Sanchez, National Id Number: TklELTQ2NjAwMjE5MQ==, contact paul.sanchez10@outlook.com. [#cd180f9fe7232213-588]
{"_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": 77, "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": 0.48, "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
challenging
["context_preservation", "diverse_pii_types"]
sar_narrative
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": 0.408, "k_anonymity_estimate": 2, "qid_type_count_risk_l...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "5af97de8-1e23-42b5-85cc-ca832a6b4ab8", "v1_record_id": null}
null
789616ed-6c4b-56ba-9a21-fdc3b0c45f96
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
SUSPICIOUS ACTIVITY REPORT - NARRATIVE SAR ID: 78256867 SUBJECT: Ashley King SSN: 524-24-4437 | DOB: 1995-09-02 Address: 8595 Sycamore Blvd, Franklin, TN 28067 | Phone: +1 (720) 942-2402 Account: 1867650352 | Routing: 492500591 NARRATIVE: On 2025-10-20, Ashley deposited $17,000 in cash, followed by a wire transfer of...
{"_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...
110
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.8, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier"...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
nl
Germanic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 1144739024305704623, "lattice_cell_id": "LxE:entity_type=USERNAME|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": "4ad43546-c989-412f-a434-b02f378ab92c", "v1_record_i...
null
103cd56c-d3e5-55ee-b63b-a8a2f787e314
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 Maria Jansen, Username: user_2146, contact maria.jansen11@fastmail.com. [#fe2ee13d844ceaf-241]
{"_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": 0.8, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "Δ...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
el
Hellenic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": 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": "7faa3ab5-04be-436b-87b0-d8a7c931629b", "v1_record...
null
d6ffc8d5-fdc5-5f26-8671-01632a57cf4e
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 Δημήτριος Ιωάννου, Job Title: Compliance Officer, contact δημήτριος.ιωάννου24@aol.com. [#ca337ad60f2ca223-557]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.86, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ar
Semitic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 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": "9a14a352-deeb-468e-8466-4be24223854...
null
5b80518b-8d05-581c-90eb-3e386c2f00ac
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 هدى الأحمد, Insurance Policy Number: POL-2062023, contact هدى.الأحمد66@gmail.com. [#9401d8fe3a56ff7f-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...
11
2.2.0
{"difficulty": "hard", "techniques": ["shared_name_component"], "type": "name_collision"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": "ambig_2466_p1", "context_dependency": "low", "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 1.0, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_...
[]
{"behavioral_signal_density": 0.2567, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": ["in...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "entity_tracking"]
null
general
{"coreference_chains": [["e0", "e3", "e7"], ["e1", "e5", "e9"]], "num_distinct_persons": 2, "num_repeated_entities": 2, "tracking_difficulty": "ambiguous"}
en
Germanic
entity_tracking
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2182, "k_anonymity_estimate": 100, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "e525f923-2d70-4bd1-b5fc-141a6bd5c792", "v1_record_id": null}
{"query": "What is the patient's name?", "relevant_entity_ids": ["e0", "e1", "e3", "e5", "e7", "e8", "e9", "e10"]}
cc8884d8-70f8-54bf-affb-c625d30cfab8
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Employees Sarah White and Sarah Martin reported to Nordic Analytics. Sarah White (badge: EMP-94934) arrived first. Sarah Martin (badge: EMP-56061) arrived later. White's SSN: 241-80-6902. Martin's SSN: 167-37-6726.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
28
2.2.0