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": 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": null, "qid_type_count_ris...
{"generation_seed": 851650139111729571, "lattice_cell_id": "LxE:entity_type=COURT_CASE_NUMBER|language=he", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "a990d786-739d-4464-a857-627b6a4579c2", "v1_...
null
985ed66d-cf00-5310-9f2d-4a71171c2dad
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 לוי, Court Case Number: 2021-CR-2374, contact מיכל.לוי59@fastmail.com. [#bd1ab4a0eaaa9a3-605]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.87, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
pt
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": 100, "qid_type_count_risk...
{"generation_seed": 11592507511721272473, "lattice_cell_id": "LxE:entity_type=BANK_ROUTING_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": "ce34cd90-4873-4849-92bd-8ca5ae4c20a1", ...
null
b8fb181f-b9a4-58b7-a8ab-3987e63abbff
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Mariana Silva, Bank Routing Number: 827427213, contact mariana.silva11@zoho.com. [#a0e0dc298431a499-10]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 29, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.86, "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"}
ja
Japonic
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": "3de9317e-418b-5456-b95b-fc1672ac2957", "v1_record_id": "SYN-030048"}
null
ae2da0e9-ad91-5f58-8dd9-9a6497d5d958
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Jpan
Employee record: Kenji Tanaka, email: kenji.tanaka48@gmail.com, phone: +1 (648) 936-4624. ID: 448-88-4048. Address: 448 Spruce Circle, Georgetown, NC 40048. 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...
22
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.4433, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": ["local_reference:sf:marin"], "present": true, "uniqueness": "high"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_dom...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier 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": 0.3768, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 8770142348341239088, "lattice_cell_id": "LxE:entity_type=PASSWORD|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": "65351bb9-7142-4b12-97a5-6be86713f284", "v1_record_i...
null
72c0b7d7-7dc7-50a7-b49a-bb3eb9fa09c4
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Luca Marino, Password: JIbDR$xv4tj0ON, contact luca.marino63@outlook.com. [#79b5cdffe67d5d30-1476]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
9
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 26, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "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
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
th
Tai
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 11295582872891971882, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_NUMBER|language=th", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "4514694a-2226-4d22-8fd4-db512652994e", ...
null
902751d1-8d71-5f05-ba2d-61aa2e6cb1f1
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
medium
2.2.0
Thai
Record for ทักษิณ แก้วกล้า, Bank Account Number: 2333506925, contact ทักษิณ.แก้วกล้า65@zoho.com. [#9cc1f8c6bdb6592a-1414]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.78, "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"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 9633232980970846863, "lattice_cell_id": "M:entity_type=SOCIAL_MEDIA_HANDLE", "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": "53486cb2-336e-4b7b-a4f1-5d198a0dd467", "v1_record_id":...
null
a64446bd-108f-5d23-a834-e26763c0f0d5
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 Sarah Lee, Social Media Handle: @jo7530, contact sarah.lee24@aol.com. [#85b01e5b6d583a8f-314]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": "person-02591", "context_dependency": "low", "end": 35, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.88, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_...
[]
{"behavioral_signal_density": 0.2667, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain":...
medium
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "entity_tracking", "multilingual"]
null
general
{"coreference_chains": [["e0", "e1", "e2", "e3"], ["e4", "e5"]], "num_distinct_persons": 2, "num_repeated_entities": 4, "tracking_difficulty": "none"}
fr
Romance
multilingual
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "de55c033-963b-5119-8024-8802adb4208b", "v1_record_id": "TRK-02591"}
{"query": "What phone number is listed?", "relevant_entity_ids": ["e6", "e7", "e8", "e9"]}
e50dffc6-1e17-52c6-aa49-fae6abd3d527
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Le dossier contient Sylvie Bertrand et Sylvie Bertrand. Dans les notes, Sylvie apparait sans nom de famille. L'email sylvie.bertrand91@laposte.net correspond a Prof. Bertrand, alors que marie.bertrand91@laposte.net correspond a Mme Bertrand. Telephones: +1 (391) 737-7683 pour Bertrand et +1 (891) 237-5183 pour Bertrand...
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
54
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 20, "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"}
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": 5834963642561606252, "lattice_cell_id": "LxE:entity_type=SOCIAL_SECURITY_NUMBER|language=bn", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "64ec737a-b172-4686-9692-49846810d3d6"...
null
27313af0-f38c-5763-b4ef-dbaadb27adb1
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
medium
2.2.0
Beng
Record for শিরিন দাস, SSN: 788-65-4286, contact শিরিন.দাস60@gmail.com. [#50f9f4849834326c-550]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 41, "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": 0.2567, "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"]
wire_transfer
financial
{"coreference_chains": [], "num_distinct_persons": 1, "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": 0.2182, "k_anonymity_estimate": 20, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "6bce5c4b-dc6d-412a-9a6b-22fa02bac5e4", "v1_record_id": null}
{"query": "What company is referenced in this document?", "relevant_entity_ids": ["e6", "e7"]}
db061ed5-d1fd-5360-af83-03c266891cf8
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
in_scope
high
2.2.0
Latn
Credit Application Applicant: Sarah Smith Email: sarah.smith69@hotmail.com Phone: +1 (388) 918-3542 Credit Card: 6011 3423 2195 4025 Bank Account: 2118606751 Tax ID: 64-9511993 Employer: Prestige Worldwide Address: 7908 Magnolia Way, Burlington, WA 59996
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
33
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", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
he
Semitic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 3925790711610197302, "lattice_cell_id": "LxE:entity_type=USERNAME|language=he", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "8f701c20-db12-4352-ad6c-3f5903e10d22", "v1_record_i...
null
e17a6a35-48ac-5a9c-84b1-684ece211f58
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
medium
2.2.0
Hebr
Record for איתן פרידמן, Username: admin_8333, contact איתן.פרידמן96@fastmail.com. [#367b35da3c0dc536-267]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.85, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
easy
["context_preservation", "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": 12804335642390507752, "lattice_cell_id": "LxE:entity_type=CVV|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": "82ab544d-d3ca-4665-a035-e16ca80a4b71", "v1_record_id": ...
null
b35f9036-d989-5b96-89c9-02e9b8f2ccaf
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 السعيد, CVV: 372, contact عمر.السعيد92@aol.com. [#b1b2236d2d8f30e8-331]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 30, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.78, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta...
["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
clinical
{"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"}
hi
Indo-Aryan
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": 0.2068, "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": "29574be2-5ae5-5b26-a010-266e159243d0", "v1_record_id": "CUR-032944"}
null
ba32db1c-9992-5d2a-99e2-48bb54b72f8c
in_scope
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Deva
Karmachari record: Rohan Kumar, email: rohan.kumar44@outlook.com, phone: +1 (344) 408-6272. Tax ID: 644-14-6944. Address: 3344 Pine Road, Madison, IL 42944. Company: Soylent Inc. National health id: NH-932944.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 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": 0.1, "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": 100, "qid_type_count_risk...
{"generation_seed": 12424403318413260915, "lattice_cell_id": "LxE:entity_type=DATE_OF_BIRTH|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": "b98fc145-87c4-47ba-b377-412fbe031a5c", "v1_re...
null
5196d10b-ed4c-5923-8025-17f49e200961
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 井上, DOB: 1943-05-22, contact 翔太.井上95@icloud.com. [#ac6c58fda434f873-23]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.88, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
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": 17057825696850752261, "lattice_cell_id": "LxE:entity_type=IP_ADDRESS|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": "e45a4393-d61d-4e9f-823b-af26b2b25226", "v1_recor...
null
29af45bf-651a-5fae-bc5c-68769c558cf1
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Jpan
Record for 花子 田中, IP: 221.157.111.65, contact 花子.田中27@mail.com. [#ecb992185551b305-221]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
9
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 28, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta...
[]
{"behavioral_signal_density": 0.2567, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": ["in...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
financial
{"coreference_chains": [], "num_distinct_persons": 0, "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": 0.2182, "k_anonymity_estimate": 5, "qid_type_count_risk_...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "21a79e2d-8033-5f06-b105-99e657982907", "v1_record_id": "DIM-PC-02128"}
null
ad53109e-4809-5d34-b1fb-f7353494d22f
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
Travel Record for Sara Russo Passport: P9H131129 | National ID: NID-900217903 License Plate (rental): HVX-5129 DOB: 2004-02-22 | Phone: +44 20 8129 5129 Hotel WiFi MAC: cb:fd:2f:93:c5:29 IBAN for travel expenses: GB89ABCD60342419 Routing: 821031129 Email: sara.russo29@libero.it | Address: 1529 Ash Place, Madison, MI 41...
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
44
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "mask", "category": "financial", "cluster_id": null, "context_dependency": "none", "end": 45, "entity_id": "e0", "entity_type": "BANK_ACCOUNT_NUMBER", "information_anchor_score": 0.2, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "start": 37, "te...
[]
{"behavioral_signal_density": 0.28, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {...
medium
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "entity_tracking"]
null
financial
{"coreference_chains": [["e1", "e6"], ["e2", "e4", "e5", "e8"]], "num_distinct_persons": 2, "num_repeated_entities": 1, "tracking_difficulty": "none"}
en
Germanic
context_preservation
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.238, "k_anonymity_estimate": 100, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "0473fb27-386b-5a92-8e79-49e671bc20a3", "v1_record_id": "SYN-008058"}
null
865349b8-67e8-538f-8e06-84161909718d
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
in_scope
high
2.2.0
Latn
Investigation confirmed that account 10104754 does NOT belong to Richard Brown. The actual account holder is Aaron Diaz (SSN: 958-58-9058). Correspondence addressed to Dr. Diaz at aaron.diaz58@protonmail.com confirmed this. Richard Brown was cleared of any involvement. The funds were traced to card 4000-0000-0029-8146 ...
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
54
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 20, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.81, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
bn
Indo-Aryan
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": 100, "qid_type_count_risk...
{"generation_seed": 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": "139b0e4f-ea5b-4276-a94a-79f282f455bb", "v1_record_...
null
629137c0-a05f-5521-aed9-63b559c0cdad
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 রায়, Timestamp: 2025-05-05T13:36:00Z, contact করিম.রায়63@fastmail.com. [#75792c87939f1d6a-670]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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...
[]
{"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"}
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": 0.2182, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 12606120737530215725, "lattice_cell_id": "LxE:entity_type=DEA_NUMBER|language=nl", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "5a77a6b9-e761-4e33-b7b6-04867a72e87d", "v1_recor...
null
7fce68d7-a608-5941-bf8d-956d90d16e3e
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 Meijer, DEA: TV5113583, contact maria.meijer80@aol.com. [#aef1f0054c2c7d2d-76]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.88, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
semi_structured
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ar
Semitic
multilingual
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "351da855-e6c2-5aec-a3cb-478a1cb0bbf8", "v1_record_id": "EVAL-001533"}
null
8cb03e0d-0d3e-54af-bce4-3b169dbb8ae5
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Arab
{{"name": "علي العبدالله", "email": "علي.العبدالله25@outlook.com", "phone": "+1 (788) 823-4881", "ssn": "354-57-5897", "ip": "8.244.207.160"}}
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.87, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ko
Koreanic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 7424804325710546065, "lattice_cell_id": "LxE:entity_type=COURT_CASE_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": "676129e9-7439-4303-9481-afe9551f9df3", "v1...
null
03ff3982-72e3-5bcf-a6eb-2e0d73187cb5
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 오, Court Case Number: 2022-CRIM-2348, contact 준서.오82@yahoo.com. [#670a343228c2c491-109]
{"_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...
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": 0.86, "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": 4351742583670846958, "lattice_cell_id": "LxE:entity_type=PIN|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": "3907d830-ae24-4db9-85df-f859547b6352", "v1_record_id": n...
null
d8ab9546-d483-5c7f-be50-272b100d42b0
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 النجار, PIN: 6794, contact زينب.النجار72@fastmail.com. [#3c647ed2c5a435ee-1163]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": ["mixed_patterns"], "type": "mixed"}
[{"anonymization_strategy": "mask", "category": "location_temporal", "cluster_id": null, "context_dependency": "low", "end": 25, "entity_id": "e0", "entity_type": "STREET_ADDRESS", "information_anchor_score": 0.45, "mention_variant": null, "nested_entities": null, "sensitivity_class": "quasi_identifier", "start": 9, "t...
[]
{"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", "edge_cases"]
null
general
{"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 1, "tracking_difficulty": "none"}
en
Germanic
edge_cases
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": 20, "qid_type_count_risk_...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "2fed5408-c90f-5423-a5d9-a849630cb55f", "v1_record_id": "DIM-EG-00480"}
null
4eaac7e3-51c6-573f-8591-85935acad390
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Address: 4781 Main Avenue, Riverside, TX 34481 (near Riverside General Hospital). Patient Mary Parker's SSN281-11-7481 was entered without a space. Phone+1 (681) 367-4253 also no space. Email:mary.parker81@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...
27
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": 0.77, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta...
[]
{"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": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"}
hi
Indo-Aryan
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": 0.2182, "k_anonymity_estimate": 20, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "11d2c7cf-c7ec-5bf4-bbdc-af39f31c48b6", "v1_record_id": "SYN-032262"}
null
9c2d6951-6021-56ac-a40d-8e23f6779e7e
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Deva
Karmachari record: Arjun Joshi, email: arjun.joshi62@gmail.com, phone: +1 (462) 434-6406. Tax ID: 862-52-6262. Address: 2662 Elm Boulevard, Milford, NY 42262. Company: Initech LLC. Device id MAC: 0c:12:1e:2a:42:4e.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 15, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.84, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ja
Japonic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 10859298065856538914, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_NUMBER|language=ja", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "b52767d7-d609-4db7-bb69-4ce4dc9ec27f", ...
null
089dce1a-c5ac-583c-9fc4-ffe418c80f99
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 鈴木, Bank Account Number: 8337985197, contact 隆.鈴木59@yahoo.com. [#96b3fa0e4d772922-547]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 15, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 1.0, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier"...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
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": 15675331597268306523, "lattice_cell_id": "LxE:entity_type=INVOICE_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": "045e2fa2-9eb3-4ede-8da2-57ca581394d0", "v1_r...
{"query": "Who is mentioned in this document?", "relevant_entity_ids": ["e0", "e2"]}
a475d051-a8fe-5e7a-81ab-9329b80c293c
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 정, Invoice Number: INV-445696, contact 윤서.정7@hotmail.com. [#d989f70947a24a5b-342]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 31, "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"}
de
Germanic
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": "a6b5ee25-63c4-5ea5-84dd-3eb172fccb8b", "v1_record_id": "SYN-025746"}
null
c022a9ab-57d7-5508-8da5-cb29e1e73067
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Mitarbeiterdaten: Thomas Wagner, E-Mail: thomas.wagner46@gmx.de, Telefon: +1 (346) 422-2698. Sozialversicherungsnummer: 646-16-8746. Adresse: 6046 Birch Court, Burlington, OH 35746. Unternehmen: Wayne Enterprises.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
21
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
bn
Indo-Aryan
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 5249564968398597633, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_NUMBER|language=bn", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "d1976165-f682-4379-b0ce-caa0c5630dbe...
null
843e8164-aaa1-5fcf-9d24-1f203a41a11a
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
medium
2.2.0
Beng
Record for মিতু মণ্ডল, Insurance Policy Number: POL-8220520, contact মিতু.মণ্ডল58@aol.com. [#48da33867ebbae01-237]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.78, "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
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": 3588030661115961682, "lattice_cell_id": "LxE:entity_type=SOCIAL_SECURITY_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": "8a9a8563-5eda-49ab-8b2c-9237cf375e1e"...
null
a669b9d9-51b5-5d68-8350-1fdf69f75504
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
medium
2.2.0
Hebr
Record for דניאל דהן, SSN: 977-47-7328, contact דניאל.דהן28@icloud.com. [#31cb3ee04706e152-147]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.89, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
nl
Germanic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 12822264517641035685, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_NUMBER|language=nl", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "75d73f43-7df8-4418-91bc-18a829b00196", ...
null
3b3611a3-be3c-57f0-ad24-03f9aa0ab37e
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 Catharina Visser, Bank Account Number: 6878016116, contact catharina.visser43@fastmail.com. [#b1f1d5a4be16dfa5-1215]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.76, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
it
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 8346246115730285149, "lattice_cell_id": "LxE:entity_type=PASSPORT_NUMBER|language=it", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "75f986ab-2887-4ad4-94e0-f4d2264e0d7e", "v1_r...
null
4f0114c4-64d2-56a1-b7d4-8b14fdd641d0
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Alessandro Gallo, Passport Number: W66293967, contact alessandro.gallo54@outlook.com. [#73d3d29f3816625d-1404]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.77, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
structured
moderate
["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": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "f769f285-7802-5dab-8932-1ebad2b365ae", "v1_record_id": "format-variation-000236"}
null
55ded8f6-4521-5710-8897-349e4504f49b
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
<user><name>Donna Thomas</name><email>donna.thomas@test.com</email><phone>+1 077-537-834</phone></user>
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
3
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 26, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"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"}
el
Hellenic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 2407653271471307241, "lattice_cell_id": "LxE:entity_type=SOCIAL_SECURITY_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": "7cb7f20d-b000-45c0-bf6c-2a32b8ab8eae"...
null
3cd2fcdf-879b-51b0-acce-2ed824fa09a9
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
medium
2.2.0
Grek
Record for Μαρία Οικονόμου, SSN: 385-23-3905, contact μαρία.οικονόμου24@protonmail.com. [#2169b3e4e45ab9e9-215]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
9
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 14, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.86, "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
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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 14844238672174577614, "lattice_cell_id": "LxE:entity_type=PASSPORT_NUMBER|language=zh", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "9be6147f-2a89-4deb-b321-897672fb9e44", "v1_...
null
f73feb7c-8a88-5df1-a3da-efc14d3e947c
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Hans
Record for 洁 王, Passport Number: N33860435, contact 洁.王64@protonmail.com. [#ce01546c9814f7ce-596]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.79, "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"}
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": 2038343748333820656, "lattice_cell_id": "LxE:entity_type=LICENSE_PLATE|language=es", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "98dfa0ff-4973-40e9-be04-3a0dc829780c", "v1_rec...
null
0167c83b-7d9e-55b0-aead-c39c692ef92f
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 Flores, License Plate: JGO-3091, contact josé.flores38@hotmail.com. [#1c49a6d6e9935af0-304]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "hard", "techniques": ["shared_name_component"], "type": "name_collision"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": "ambig_2108_p1", "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.95, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct...
[]
{"behavioral_signal_density": 0.4567, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": ["in...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "entity_tracking", "multilingual"]
null
general
{"coreference_chains": [["e0", "e3", "e7"], ["e1", "e5", "e9"]], "num_distinct_persons": 2, "num_repeated_entities": 2, "tracking_difficulty": "ambiguous"}
de
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": 0.3882, "k_anonymity_estimate": 100, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "86c31de3-7a16-4f37-bd6c-ea910abed442", "v1_record_id": null}
null
53445e00-5570-53d5-9b3a-ec2bd2d1ef59
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 Brigitte Klein and Brigitte Wolf reported to Atlantic Data Systems. Brigitte Klein (badge: EMP-39483) arrived first. Brigitte Wolf (badge: EMP-20348) arrived later. Klein's SSN: 983-34-7032. Wolf's SSN: 586-89-5507.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 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
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": 10700289635334264320, "lattice_cell_id": "LxE:entity_type=USERNAME|language=es", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "c9377127-4c29-4117-b275-d05a830e3fa0", "v1_record_...
null
347f8edb-7396-5f7a-bf94-c753e7eeb8cd
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 Marta Sánchez, Username: test_1124, contact marta.sánchez62@gmail.com. [#947f10bb13e49600-244]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.79, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.2567, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": ["in...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
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": 0.2182, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 2940328943726184522, "lattice_cell_id": "LxE:entity_type=IBAN|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": "a2858ebe-9a88-4cb1-a1ac-0da91564885c", "v1_record_id": ...
null
66bdca7c-3b96-5b1d-a95f-6e8844983f04
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, IBAN: GB70350649357047939513, contact sylvie.moreau25@aol.com. [#28ce25988599484a-993]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": "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": 1753170674150820386, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_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": "0528b7e9-a0fb-41ea-a1ee-01e7bd4c9810...
null
c85260c1-be12-5e0a-98d2-ab7d4d406e41
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 Johannes van Dijk, Insurance Policy Number: POL-2913723, contact johannes.dijk89@mail.com. [#185483707f644a22-404]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 22, "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
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ru
Slavic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": 100, "qid_type_count_risk...
{"generation_seed": 4482037211297612090, "lattice_cell_id": "LxE:entity_type=BANK_ROUTING_NUMBER|language=ru", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "aba43388-c48c-4de8-9190-d2539898848f", "...
null
6b89fb27-9b8f-52ec-a28a-e76183b10257
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 Иван Иванов, Bank Routing Number: 252728399, contact иван.иванов83@mail.com. [#3e336518c97a013a-183]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.88, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.2667, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain":...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
es
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"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": "abfe47e1-19a8-4231-83c0-90d53f8a6d5d"...
null
28f1c0f1-1780-516b-881c-55c13b847d95
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 Carmen Flores, Driver License Number: MV-822269, contact carmen.flores74@protonmail.com. [#8b072fcb3de3ee73-1098]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 15, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.76, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
["HEALTH_CONDITION"]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
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": 6479465838637986737, "lattice_cell_id": "LxE:entity_type=HEALTH_CONDITION|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": "98e19e32-00dc-4afd-b515-d46d6708774a", "v1_...
null
a8f9445a-6b46-5cdb-8179-8ce429e2918c
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Kore
Record for 도윤 이, Health Condition: Migraine, contact 도윤.이53@outlook.com. [#59ebafd9be4bb3b1-212]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 15, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.84, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.2433, "interest_topics": {"indicators": ["topic:investing: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"}
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": 0.2068, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 4975028800692842973, "lattice_cell_id": "LxE:entity_type=LICENSE_PLATE|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": "f08434b8-5e81-4ba9-a19a-233adbfcba92", "v1_rec...
null
975f344b-e57e-5467-a005-b0462275ff5e
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 서, License Plate: XGU-4664, contact 준서.서87@fastmail.com. [#450ada55dca271dd-745]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "hard", "techniques": ["context_ambiguity", "name_location_collision"], "type": "context_ambiguous"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "high", "end": 12, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "st...
[]
{"behavioral_signal_density": 0.2667, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain":...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "edge_cases"]
null
general
{"coreference_chains": [], "num_distinct_persons": 2, "num_repeated_entities": 0, "tracking_difficulty": "none"}
en
Germanic
edge_cases
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "c5b85682-3d5f-4c05-9478-b1a54d6c340f", "v1_record_id": null}
null
2ccfa26d-4ddb-5fca-90e1-46b2a859c226
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Dr. Virginia practices in Virginia. SSN: 796-94-7432. Email: margaret.flores49@mail.com.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
9
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.84, "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
challenging
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
bn
Indo-Aryan
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 5249564968398597633, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_NUMBER|language=bn", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "bfe93510-7075-4982-b897-cb7adddd3d4d...
null
c065a247-2779-541c-9c69-23ae11872fba
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 সুমাইয়া দাস, Insurance Policy Number: POL-9621437, contact সুমাইয়া.দাস14@hotmail.com. [#48da33867ebbae01-614]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 15, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.86, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ko
Koreanic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 15675331597268306523, "lattice_cell_id": "LxE:entity_type=INVOICE_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": "305aa364-f312-4db2-aeec-dfdbbc5d288f", "v1_r...
null
a068f0c4-b978-536c-a0f9-de5b626fbf78
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 신, Invoice Number: INV-582133, contact 윤서.신3@mail.com. [#d989f70947a24a5b-802]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 30, "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
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ar
Semitic
multilingual
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": 20, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "ba062ad8-f2a9-5007-b079-f5dd65b27d95", "v1_record_id": "SYN-030874"}
null
bff9372a-1cab-56d2-905e-2aca5bd29bf8
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Arab
Employee record: Khaled Jabari, email: khaled.jabari74@outlook.com, phone: +1 (674) 318-6362. Tax ID: 374-14-4874. Address: 1274 Chestnut Avenue, Madison, IL 40874. Company: Prestige Worldwide.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
23
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
semi_structured
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"}
et
Uralic
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": "5872af10-99e4-5bfc-99d1-e666488c8b74", "v1_record_id": "EVAL-017674"}
null
e1f12539-13d4-50e4-a638-1bf2a188d5a6
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
{{"name": "James Jones", "email": "james.jones30@example.org", "phone": "+1 (221) 761-5571", "ssn": "506-48-6421", "ip": "66.188.213.184"}}
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": "person-08290", "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.97, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_...
[]
{"behavioral_signal_density": 0.2667, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain":...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "entity_tracking", "multilingual"]
null
general
{"coreference_chains": [["e0", "e1", "e2"]], "num_distinct_persons": 2, "num_repeated_entities": 1, "tracking_difficulty": "none"}
pt
Romance
context_preservation
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 42, "license": "CC-BY-4.0", "source_type": "curated_public", "v1_3_0_record_id": "462d2ed4-f74e-5cd8-9d34-43bfe8395293", "v1_record_id": "CUR-008290"}
null
613439bf-8d6c-5eeb-9850-0ac59006d1f0
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
No processo, Pedro Costa e o titular principal. Depois surge apenas Pedro. O email pedro.costa90@outlook.pt pertence a Dr. Costa; nao confundir com Pedro Souza.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 25, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.84, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ru
Slavic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 6509937324688467928, "lattice_cell_id": "LxE:entity_type=INVOICE_NUMBER|language=ru", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "74dfa528-a492-4032-8d37-1261928a497a", "v1_re...
null
45b7aad0-6b9d-5506-9de6-aef98dbe4e14
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Cyrl
Record for Елена Кузнецов, Invoice Number: INV-283875, contact елена.кузнецов30@mail.com. [#5a57f181741ce7d8-532]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": "mask", "category": "digital_online", "cluster_id": null, "context_dependency": "none", "end": 38, "entity_id": "e0", "entity_type": "USERNAME", "information_anchor_score": 0.23, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "start": 27, "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", "entity_tracking"]
null
general
{"coreference_chains": [["e1", "e3", "e5"]], "num_distinct_persons": 1, "num_repeated_entities": 1, "tracking_difficulty": "none"}
en
Germanic
context_preservation
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "6a3ea8e9-ce54-58aa-aafe-d48b6f0ae2bd", "v1_record_id": "SYN-010276"}
null
354d6498-0b9c-5814-9666-8c02c8129da8
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
config = { "db_user": "johncook276", "admin_email": "john.cook76@outlook.com", "api_key": "sk-235f6887d3e6", "ssh_host": "206.36.108.252", "owner": "John Cook", "ssn_backup": "476-26-2276", } # Contact Ms. Cook at +1 (876) 932-8588 for access. # MAC whitelist: 6c:b4:fc:8c:d4:64
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
31
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ar
Semitic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 13718774151429064700, "lattice_cell_id": "LxE:entity_type=API_KEY|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": "36b43499-958d-45c5-829d-5a431961df23", "v1_record_i...
null
60aaa7d6-4320-5df6-89b2-a9f7e4d3b73a
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Arab
Record for محمد النجار, API key: sk-UR04hzF7Itgt3Ka7DKjqPwW0vyPIYO0V, contact محمد.النجار99@gmail.com. [#be62e067d1bd87fc-854]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.86, "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"}
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": 16357400305143364456, "lattice_cell_id": "LxE:entity_type=COURT_CASE_NUMBER|language=ar", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "7dcdea1f-1a33-4b89-92f9-3941dfa8c77b", "v...
null
9f2da4c8-e730-573d-bb56-f7724236fbee
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 النجار, Court Case Number: 2025-CIV-1618, contact هدى.النجار2@aol.com. [#e30128e98cefbb68-214]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.79, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.2433, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": ["in...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "edge_cases"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
en
Germanic
edge_cases
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2068, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 7587417825877938850, "lattice_cell_id": "AxE:adversarial=base64_encoding|entity_type=IBAN", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "ff095e37-4b55-46e4-bf36-d5c883603c90", ...
null
42b63078-394b-5b41-a964-003927368411
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 Steven Lee, IBAN: R0I2NzIwNDA3MDk3ODY1MTY4OTc3MA==, contact steven.lee84@hotmail.com. [#694bec5011ebd2a2-681]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.81, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.2433, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": ["in...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
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": "3c662923-4ec8-4602-a98b-c289bc3bdd0b", "v1_recor...
null
a99bafd3-9a97-560f-9f4c-80c2c3b690b8
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 Ιωάννης Δημητρίου, NPI: 2665621936, contact ιωάννης.δημητρίου50@zoho.com. [#dad59cf80817b3cd-335]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.76, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.2667, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain":...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
th
Tai
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 8479852866675701412, "lattice_cell_id": "LxE:entity_type=USERNAME|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": "00dad572-a8b0-4eac-bbc0-0c4adc411c69", "v1_record_i...
null
a6ec7e40-6169-5779-b66a-34765bfe2a05
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 ประยุทธ์ ชินวัตร, Username: admin_409, contact ประยุทธ์.ชินวัตร57@hotmail.com. [#75ae7d4109c876a4-300]
{"_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...
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", "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": 10586114179680515283, "lattice_cell_id": "LxE:entity_type=DOCKET_NUMBER|language=fr", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "5f9612da-1f34-4603-a2c8-336336c2a293", "v1_re...
null
43b75160-59f8-5d7e-aae9-7bf7ffa3f8aa
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 Bernard, Docket Number: 2020-6903-LB, contact christine.bernard16@outlook.com. [#92e96ec23f9534d3-720]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 40, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.85, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta...
[]
{"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"]
null
financial
{"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": 0.2182, "k_anonymity_estimate": 100, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC-BY-4.0", "source_type": "curated_public", "v1_3_0_record_id": "db38f8c5-dddd-539f-be60-839db2b54679", "v1_record_id": "CUR-012404"}
null
6cbbf29a-fac6-5658-ab0b-5b001272a182
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
in_scope
high
2.2.0
Latn
Wire transfer initiated by Daniel Turner. Source account: 10161252, routing: 321012404. IBAN destination: GB84ABCD60136444. Card on file: 4000-0000-0045-8948. Verification sent to daniel.turner4@icloud.com.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
22
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "mask", "category": "digital_online", "cluster_id": null, "context_dependency": "none", "end": 43, "entity_id": "e0", "entity_type": "USERNAME", "information_anchor_score": 0.25, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "start": 27, "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", "entity_tracking"]
null
general
{"coreference_chains": [["e1", "e3", "e5"]], "num_distinct_persons": 1, "num_repeated_entities": 1, "tracking_difficulty": "none"}
en
Germanic
context_preservation
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "5189021c-6792-576f-8726-c5826c9c7273", "v1_record_id": "SYN-004876"}
null
02af06e2-32af-5cb2-a0bd-9f4112f236b5
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
config = { "db_user": "frankcampbell876", "admin_email": "frank.campbell76@outlook.com", "api_key": "sk-9ab6eed516f5", "ssh_host": "86.12.36.84", "owner": "Frank Campbell", "ssn_backup": "476-26-5876", } # Contact Ms. Campbell at +1 (276) 732-1388 for access. # MAC whitelist: 24:3c:54:84:9c:cc I...
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
35
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": 0.81, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
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": 2982049128188189919, "lattice_cell_id": "LxE:entity_type=DRIVER_LICENSE_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": "92199d11-c3f1-4b1f-a1fe-4cf8a56ac8ea",...
null
73f741aa-da2a-5fef-b5f6-42b4b4ecc80d
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Kore
Record for 건우 한, Driver License Number: HX-789645, contact 건우.한98@gmail.com. [#29625de1ec6b9cdf-872]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.8, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier"...
[]
{"behavioral_signal_density": 0.2667, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain":...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
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": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 4620909370012638270, "lattice_cell_id": "LxE:entity_type=CVV|language=it", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "65a91774-b47e-4fe3-87af-49ccc6ab1afb", "v1_record_id": n...
null
ad601f57-d494-586e-85f0-1814050bfbdc
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Giulia Gallo, CVV: 457, contact giulia.gallo44@protonmail.com. [#4020c496e2e09c3e-1408]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.79, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.2667, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain":...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
hi
Indo-Aryan
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 559698020629422955, "lattice_cell_id": "LxE:entity_type=BAR_NUMBER|language=hi", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "58e3f090-649b-4205-805e-fbb309738ff4", "v1_record_...
null
38784145-af48-5dd8-b18d-64e8c34e2b04
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Deva
Record for Priya Gupta, Bar Number: BAR-220741, contact priya.gupta65@protonmail.com. [#7c47262651b236b-373]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 34, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.96, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta...
[]
{"behavioral_signal_density": 0.4667, "interest_topics": {"indicators": ["topic:fitness:1", "topic:academic:1"], "present": true, "uniqueness": "high"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "profe...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
structured
moderate
["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": 0.3967, "k_anonymity_estimate": 100, "qid_type_count_ris...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "b23b3955-b016-5648-b419-e71af9640bb9", "v1_record_id": "format-variation-000033"}
{"query": "What is the name of the claimant?", "relevant_entity_ids": ["e0", "e3"]}
ce5e09a1-c575-544b-aac1-8174cd9aa162
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
{"user": {"name": "Cynthia Jackson", "email": "cynthia.jackson@company.com", "phone": "+1 708-751-514", "address": "275 Main Street, Springfield, IL"}}
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
15
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.84, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
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": 5645695408975385277, "lattice_cell_id": "LxE:entity_type=MAC_ADDRESS|language=th", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "17f6d784-0fc7-413b-bf6d-d4027b8f162d", "v1_recor...
null
112d0f00-380c-5cf8-ad89-665c9fbac388
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, MAC: d8:64:5b:f2:c9:87, contact วนิดา.ชินวัตร34@yahoo.com. [#4e598a0ff20812bd-138]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
9
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": "person_2949_1", "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.9, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_...
[]
{"behavioral_signal_density": 0.28, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "entity_tracking", "multilingual"]
null
general
{"coreference_chains": [["e0", "e3", "e6"]], "num_distinct_persons": 1, "num_repeated_entities": 1, "tracking_difficulty": "moderate"}
fr
Romance
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": 0.238, "k_anonymity_estimate": 20, "qid_type_count_risk_...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "aa9962ea-8cc1-4e66-9323-a63d82fd6c3b", "v1_record_id": null}
null
4fd2e963-eb16-5b1b-814b-be50a7feafbd
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Employee Sophie Laurent (ID: EMP-39871) works at Weyland-Yutani. Contact Sophie Laurent at sophie.laurent59@hotmail.com or +1 (854) 650-3548. Dr. Laurent's manager approved the request. SSN on file: 436-40-1017. Address: 3901 Maple Ln, Arlington, MO 59621.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
34
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...
["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"}
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": "2b576d17-97e8-46ea-91e4-61c48fef26f7", "v1_re...
null
c7012fed-d75c-5c10-aec6-cc3788df86ac
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Deva
Record for Priya Sharma, Procedure Name: Pulmonary Function Test, contact priya.sharma63@aol.com. [#8a0cf199498d8aa2-681]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 29, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.76, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "sta...
[]
{"behavioral_signal_density": 0.2667, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain":...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 0, "num_repeated_entities": 0, "tracking_difficulty": "none"}
fr
Romance
multilingual
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": 20, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "d6bbbe5a-a035-525f-b22e-b789f8f46639", "v1_record_id": "SYN-022711"}
null
5ac63cbb-283a-581b-8df9-db8cb32887bb
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Fiche employe: Marie Bertrand, courriel: marie.bertrand11@laposte.net, telephone: +1 (511) 777-8243. NSS: 311-41-5711. Adresse: 3011 Cherry Lane, Riverside, TX 32711. Entreprise: Hooli Technologies.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
22
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": "entity-0", "context_dependency": "low", "end": 41, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.82, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier"...
[]
{"behavioral_signal_density": 0.4867, "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...
long
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "entity_tracking"]
null
general
{"coreference_chains": ["entity-0", "entity-1", "entity-2", "entity-3", "entity-4"], "num_distinct_persons": 5, "num_repeated_entities": 5, "tracking_difficulty": "complex"}
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": 0.4137, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "52ccf8c8-c107-532b-99f3-8f31f990f80f", "v1_record_id": "entity-tracking-000591"}
null
07cbaee2-5d6c-5511-980f-0bd67cd02bce
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
The meeting was attended by Michael Davis from CloudSync Systems, Jacob Williams from InnovateLabs, and Emily Hernandez. Michael Davis can be reached at michael.davis@gmail.com or +1 587-489-825. Jacob Williams can be reached at jacob.williams@outlook.com or +1 241-663-473. Emily Hernandez can be reached at emily.herna...
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
87
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", "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": 8963548180695093768, "lattice_cell_id": "LxE:entity_type=PASSPORT_NUMBER|language=th", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "e1dd5969-1599-472e-b5fe-754b8875e6aa", "v1_r...
null
f7d36a89-e488-5cb9-86e7-15049c8d08ea
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
medium
2.2.0
Thai
Record for ทักษิณ แก้วกล้า, Passport Number: A95346688, contact ทักษิณ.แก้วกล้า72@protonmail.com. [#7c64eb94556e1208-98]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.83, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
de
Germanic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 9634645494252036009, "lattice_cell_id": "LxE:entity_type=NATIONAL_ID_NUMBER|language=de", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "77d31cb1-4998-4184-9ba9-0966ddf3c247", "v...
null
60974581-3f99-53a9-b704-559645660cb8
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Martina Müller, National Id Number: NID-257097654, contact martina.müller74@yahoo.com. [#85b52307cdb5dfa9-645]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.76, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
zh
Sinitic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 9786859629028223057, "lattice_cell_id": "LxE:entity_type=TAX_ID|language=zh", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "3d2873c2-80dd-4f84-9f39-8551fefae7af", "v1_record_id"...
null
794d9003-467f-59d8-ad5f-52b7daa1fdca
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 吴, Tax Id: 35-6447669, contact 明.吴45@yahoo.com. [#87d1e8fac6d6a851-601]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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_9776_1", "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.9, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_...
[]
{"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", "entity_tracking"]
null
general
{"coreference_chains": [["e0", "e2", "e4"]], "num_distinct_persons": 1, "num_repeated_entities": 1, "tracking_difficulty": "moderate"}
en
Germanic
entity_tracking
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": 5, "qid_type_count_risk_l...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "b9c1431c-9720-45dd-93ce-39d924fc98a1", "v1_record_id": null}
null
5bad1e93-1794-5ec8-a4ff-9625d3c8049e
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Applicant Kevin Thompson applied for position at Hooli. Kevin has Security Analyst experience. Resume for Mr. Thompson includes email kevin.thompson19@yahoo.com and address 9052 Oak Ave, Greenville, CT 89594. SSN: 268-36-1647.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": "mask", "category": "financial", "cluster_id": null, "context_dependency": "none", "end": 61, "entity_id": "e0", "entity_type": "BANK_ACCOUNT_NUMBER", "information_anchor_score": 0.18, "mention_variant": null, "nested_entities": null, "sensitivity_class": "direct_identifier", "start": 51, "t...
[]
{"behavioral_signal_density": 0.5, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"...
medium
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
form
challenging
["context_preservation", "diverse_pii_types"]
kyc_notes
financial
{"coreference_chains": [], "num_distinct_persons": 1, "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": "2e95f376-61f3-4bca-aa6e-a687caebb918", "v1_record_id": null}
null
7e150418-4ab1-5c5c-998e-677bc129f9e9
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
KYC ONBOARDING NOTES Date: 2025-03-15 New Account: 8987018049 | PIN: 4860 CUSTOMER INFORMATION: Name: Matthew Allen DOB: 1961-05-23 | SSN: 190-39-9961 Address: 9062 Birch Way, Franklin, SC 67342 Phone: +1 (750) 956-6604 | Email: matthew.allen51@protonmail.com IDENTITY VERIFICATION: Passport: G17270360 - verified ✓ Dr...
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
86
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
bn
Indo-Aryan
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 5249564968398597633, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_NUMBER|language=bn", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "b011b639-a170-4897-b8ba-76db459b19fc...
null
286e3443-6bbc-5a22-a438-b3134625badf
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 আয়েশা সরকার, Insurance Policy Number: POL-6159488, contact আয়েশা.সরকার30@icloud.com. [#48da33867ebbae01-131]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "mask", "category": "location_temporal", "cluster_id": null, "context_dependency": "low", "end": 36, "entity_id": "e0", "entity_type": "TIMESTAMP", "information_anchor_score": 0.48, "mention_variant": null, "nested_entities": null, "sensitivity_class": "quasi_identifier", "start": 16, "text"...
[]
{"behavioral_signal_density": 0.28, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 4, "num_repeated_entities": 0, "tracking_difficulty": "none"}
fa
Iranian
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": 0.238, "k_anonymity_estimate": 20, "qid_type_count_risk_...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "90eddacf-53c2-441d-9d79-d0a1d1edb83e", "v1_record_id": null}
null
ae6030f8-6df0-57f5-bbe6-0302fa8017c8
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
Arab
Meeting Notes - 2022-07-11T13:25:00Z Attendees: Jessica Hernandez, Nancy Taylor Organization: Umbrella Corp Jessica Hernandez presented the quarterly results. Nancy Taylor raised concerns about budget. Action items will be sent to jessica.hernandez67@fastmail.com. Next meeting: TBD.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
34
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.87, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
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": 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": "5224daa3-9a43-4db8-94bb-94c43f2a5075", "v1_...
null
ac3d6a1b-54f2-56cb-ba1e-118673485465
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 Laurent Simon, Passport Number: Y34472201, contact laurent.simon45@outlook.com. [#a49ee9b410f8256b-939]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 26, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
moderate
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
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": 234934525862485224, "lattice_cell_id": "LxE:entity_type=BAR_NUMBER|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": "e210c767-bba5-4fdd-94cd-3b4f897294b9", "v1_record_...
null
382895db-0af4-5274-a798-0cdb3c4f1a06
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 Francesca Russo, Bar Number: BAR-020546, contact francesca.russo19@zoho.com. [#342a7b4df821ce8-321]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.83, "mention_variant": "full_name", "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": 3078526064506535747, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_NUMBER|language=ar", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "2c803b74-a9e8-4947-b974-6cefe4a6a302", "...
null
3cfd411f-38c8-53a5-88b1-bcba62ee3bcd
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 أحمد القاسم, Bank Account Number: 3664848391, contact أحمد.القاسم42@fastmail.com. [#2ab91f251ab17f43-225]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 5967581673131269103, "lattice_cell_id": "LxE:entity_type=TAX_ID|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": "7b09f34d-ff8f-4775-9f3a-45d59a509ef4", "v1_record_id"...
null
4ce6d8b7-7fc6-5f43-a40c-215963553e40
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 الشريف, Tax Id: 62-2189856, contact عمر.الشريف75@outlook.com. [#52d11bea031edbef-1369]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 23, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.75, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
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": 13224204172455774619, "lattice_cell_id": "LxE:entity_type=COURT_CASE_NUMBER|language=hi", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "91e120e8-eaef-474b-a525-47dfb2ee8e31", "v...
null
45a2e517-f0a1-5053-a224-9e01d01f2aa3
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 Sharma, Court Case Number: 2026-CR-6668, contact pooja.sharma28@icloud.com. [#b785cfa14877099b-48]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 15, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.75, "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"}
zh
Sinitic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 12425146834935206640, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_NUMBER|language=zh", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "636c5dff-51ad-43ee-89b3-ff9a5764e77...
null
52050d83-aa84-537f-bf48-6dd86be51696
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Hans
Record for 秀英 刘, Insurance Policy Number: POL-7622642, contact 秀英.刘28@fastmail.com. [#ac6efd371261d2f0-1007]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.85, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.2567, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": ["in...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
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": 0.2182, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 714464344376831352, "lattice_cell_id": "LxE:entity_type=IBAN|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": "caaa2470-31d0-4f66-a66e-59f4977a9f4e", "v1_record_id": n...
null
c773a58c-5951-5420-857f-32c34edaec14
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
medium
2.2.0
Beng
Record for ফাতেমা আহমেদ, IBAN: ES37203460312738889765, contact ফাতেমা.আহমেদ94@gmail.com. [#9ea49892b436d78-77]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": ["whitespace_variation"], "type": "format_noise"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 21, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.87, "mention_variant": "full_name", "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", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
mg
unknown
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": "a7347713-7154-420d-93e0-25b73185572f", "v1_record_id": null}
null
9bc81e47-d911-5c01-837b-fab777b7978c
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
low
2.2.0
Latn
Name: Matthew Moore Email: matthew.moore32@gmail.com Phone: +1 (792) 597-6696 SSN: 114-47-9881
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.9, "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"}
it
Romance
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2068, "k_anonymity_estimate": 100, "qid_type_count_ris...
{"generation_seed": 9363898006571910158, "lattice_cell_id": "LxE:entity_type=SWIFT_BIC_CODE|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": "41d8da14-372d-4131-973b-99ab9e0cc2ee", "v1_re...
null
dfcd16ed-6456-57d8-9520-92393d6b5660
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 Lorenzo Gallo, Swift Bic Code: WLBCFRGH, contact lorenzo.gallo2@gmail.com. [#81f33f9ffab5040e-52]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 29, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.77, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.2667, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain":...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
el
Hellenic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 17914015646190827322, "lattice_cell_id": "LxE:entity_type=TAX_ID|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": "56a85b06-76af-45ff-9df7-0d0ddb1c3b3e", "v1_record_id...
null
c17095f8-0e68-5e12-82d9-ad0a377a4fd8
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 Αντωνίου, Tax Id: 48-2293479, contact δημήτριος.αντωνίου99@protonmail.com. [#f89b5e5153fe773a-861]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.76, "mention_variant": "full_name", "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": 4647937568798718672, "lattice_cell_id": "LxE:entity_type=DRIVER_LICENSE_NUMBER|language=bn", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "c0164c55-caeb-49f1-91af-80764b581d20",...
null
c74bc28e-e34b-5740-ae6f-dcfb929d767a
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
medium
2.2.0
Beng
Record for রাকিব বিশ্বাস, Driver License Number: RE-368209, contact রাকিব.বিশ্বাস59@outlook.com. [#4080ca97ce70bad0-1147]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 22, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.8, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "জ...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
bn
Indo-Aryan
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 7720455342435927517, "lattice_cell_id": "LxE:entity_type=INVOICE_NUMBER|language=bn", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "bd284af9-cc79-42f2-839a-e57eaaf4bba7", "v1_re...
null
c434e91e-d8ee-5185-9847-027ffdb1f5d8
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
medium
2.2.0
Beng
Record for জাহিদ হোসেন, Invoice Number: INV-792952, contact জাহিদ.হোসেন50@mail.com. [#6b24913aae2905dd-392]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
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": 0.83, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.4667, "interest_topics": {"indicators": ["topic:tech_enthusiast:1", "topic:fitness:1"], "present": true, "uniqueness": "high"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"},...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
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": 0.3967, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 1341969186081181795, "lattice_cell_id": "LxE:entity_type=PASSWORD|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": "69ef91eb-9c76-4a7d-b639-0aaa1df284df", "v1_record_i...
null
657acc2d-4afb-535c-a0aa-618b7a6591fb
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Laura Ramírez, Password: yw6vlAQcnR, contact laura.ramírez54@protonmail.com. [#129fa1dd5be39063-28]
{"_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": "moderate", "techniques": ["zero_width_char"], "type": "zero_width_char"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.8, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier"...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
easy
["context_preservation", "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": 2350544064310855483, "lattice_cell_id": "AxE:adversarial=zero_width_char|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": "612d583f-08dc-427b-bfd...
null
2127ee39-1c1c-5b63-8bfe-7f5b5b631c38
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 Timothy Brown, Driver License Number: BF​-656​544, contact timothy.brown69@icloud.com. [#209ecf5f6e26c73b-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": "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", "sensitivity_class": "direct_identifier", "start": 11, "text": "...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
easy
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ru
Slavic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 13688134012869554806, "lattice_cell_id": "LxE:entity_type=CVV|language=ru", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "de2da664-539c-45f8-bcfc-a3674482d599", "v1_record_id": ...
null
de06b672-48a6-5f1c-8f6e-a721ff7bb78c
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 Ирина Козлов, CVV: 413, contact ирина.козлов61@gmail.com. [#bdf6055ca3083276-114]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 0.86, "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"}
ja
Japonic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.2267, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 7930950686280109717, "lattice_cell_id": "LxE:entity_type=PROCEDURE_NAME|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": "6619aea6-e881-43a9-8c3f-cf7811820a2b", "v1_re...
null
90aa4031-3377-5b4e-94af-4562517d1bdc
out_of_scope_of_dataset
in_scope
in_scope
in_scope
out_of_scope_of_dataset
high
2.2.0
Jpan
Record for 健一 林, Procedure Name: Pulmonary Function Test, contact 健一.林7@mail.com. [#6e1065a112ddce95-373]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 28, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.87, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
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": "6e6d27ac-ad69-4045-9b4a-6170265c5157", "v1_record_id...
null
e07aa2a4-aa01-5e4c-98bb-a6c5913d1203
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
high
2.2.0
Latn
Record for Cristina Martínez, API key: sk-BFCKCx6gfntbYIVE4x7KQgTLOxsXLDQO, contact cristina.martínez45@aol.com. [#809763d8f710b82c-905]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
10
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 15, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.85, "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"}
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": 12267597136867743998, "lattice_cell_id": "LxE:entity_type=INSURANCE_POLICY_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": "0a573f73-bd02-4d6d-ab8b-e540b54178c...
null
77d11a28-6154-5647-be10-72737f046d35
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 조, Insurance Policy Number: POL-7612245, contact 윤서.조16@mail.com. [#aa3f42997699d8fe-531]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.9, "mention_variant": "full_name", "sensitivity_class": "direct_identifier", "start": 11, "text": "И...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "diverse_pii_types", "multilingual"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
ru
Slavic
diverse_pii_types
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 11715162051568124046, "lattice_cell_id": "LxE:entity_type=BANK_ACCOUNT_NUMBER|language=ru", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "35b5f991-0b64-4692-8b76-7d313e3e73b1", ...
null
28032eaf-4b5d-5758-8e41-d09f110d74e3
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 Иван Кузнецов, Bank Account Number: 7237891097, contact иван.кузнецов21@yahoo.com. [#a2949dd0f9dac08e-380]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": 17, "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": 0.2433, "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"}
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": 0.2068, "k_anonymity_estimate": 100, "qid_type_count_ris...
{"generation_seed": 14115997273149409261, "lattice_cell_id": "LxE:entity_type=SWIFT_BIC_CODE|language=ja", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "3f7880c5-bfbd-48a0-8256-1cee3d2d5ce6", "v1_r...
null
ca7fad76-3db9-5ad0-b258-aa4be710308b
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 佐々木, Swift Bic Code: ZFNTFR67, contact 由美.佐々木99@outlook.com. [#c3e618baec7407ed-619]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": 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": 0.2567, "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"}
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": 0.2182, "k_anonymity_estimate": null, "qid_type_count_ri...
{"generation_seed": 11711169737441061143, "lattice_cell_id": "LxE:entity_type=IBAN|language=zh", "lattice_seed": 91237, "lattice_tier": "critical", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "e9d7a60d-0a67-4699-94e9-36a8da7eb6e0", "v1_record_id":...
null
cf2bc4a0-1317-5532-ab4f-c12770dac9fc
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 朱, IBAN: ES21732998732987486784, contact 磊.朱43@gmail.com. [#a2866ed3e87aa917-932]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
9
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": "person-01316", "context_dependency": "low", "end": 49, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.9, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_i...
[]
{"behavioral_signal_density": 0.28, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {...
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": 2, "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": 0.238, "k_anonymity_estimate": 100, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "e6103b5c-37ad-57ad-b84f-992403c5a6ad", "v1_record_id": "TRK-01316"}
null
85b4471f-b9e9-5c6f-a8d2-73ba8bb29bbe
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 Benjamin Garcia as the primary subject. In subsequent paragraphs, the subject is referred to as Ms. Garcia, and informally as Benjamin. Email correspondence was directed to benjamin.garcia16@outlook.com and the corporate address bgarcia@globexindustries.com. Records identify Benjamin G...
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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": "moderate", "techniques": ["base64_encoding"], "type": "base64_encoding"}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 24, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.76, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.1, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain": {"indicators": [], "pr...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
hard
["context_preservation", "edge_cases"]
null
general
{"coreference_chains": [], "num_distinct_persons": 1, "num_repeated_entities": 0, "tracking_difficulty": "none"}
en
Germanic
edge_cases
{"_caveat": "k_anonymity_estimate is a quasi-identifier-TYPE-count proxy (1->100, 2->20, 3->5, 4+->2), NOT an equivalence-class k computed over QI values; honest alias: qid_type_count_risk_label; null where quasi-identifiers are absent.", "estimated_reid_recall": 0.085, "k_anonymity_estimate": null, "qid_type_count_ris...
{"generation_seed": 5837922887055667871, "lattice_cell_id": "AxE:adversarial=base64_encoding|entity_type=CRYPTOCURRENCY_ADDRESS", "lattice_seed": 91237, "lattice_tier": "standard", "lattice_version": "1.0.0", "license": "CC0-1.0", "source_type": "synthetic_lattice_enrichment", "v1_3_0_record_id": "16891a84-b07a-4687-89...
null
457fea05-f8ee-5553-9536-b01c14bf2013
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 Linda Johnson, Cryptocurrency Address: MHgxOTQwNmNhZDY5MWIwMWMzYTY4ZjhkYTc1M2ZlMGNiYTY2ZTY3ZGM5, contact linda.johnson39@outlook.com. [#510477ef6513729f-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...
10
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
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[]
{"behavioral_signal_density": 0.2667, "interest_topics": {"indicators": ["topic:fitness:1"], "present": true, "uniqueness": "moderate"}, "location_signals": {"indicators": [], "present": false, "uniqueness": "none"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_domain":...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
challenging
["context_preservation", "entity_tracking", "multilingual"]
null
general
{"coreference_chains": [["e0", "e2", "e3", "e4"]], "num_distinct_persons": 1, "num_repeated_entities": 1, "tracking_difficulty": "moderate"}
fr
Romance
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": "6a204c95-2b4f-476f-aa7a-d019033a06eb", "v1_record_id": null}
null
efaa48ca-320b-5dbd-a433-5460794ce71c
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
François Lefebvre submitted report #TR-4139. In the meeting, François presented findings to the board. Ms. Lefebvre concluded that action was needed. Email François Lefebvre at françois.lefebvre3@aol.com. Phone: +1 (931) 993-6671.
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest 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}
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[]
{"behavioral_signal_density": 0.4667, "interest_topics": {"indicators": [], "present": false, "uniqueness": "none"}, "location_signals": {"indicators": ["local_reference:boston:jp"], "present": true, "uniqueness": "high"}, "personal_anecdote": {"indicators": [], "present": false, "uniqueness": "none"}, "professional_do...
short
{"_caveat": "No variant is demonstrated anonymised under GDPR Recital 26. anonymized_pseudonymized and anonymized_llm_sanitized remain PERSONAL DATA (Art.4(5)). residual_quasi_identifier flags a partial identifier (e.g. ***-**-NNNN SSN tail) retained in a variant — a quasi-identifier, not a safe endpoint. Synthetic-onl...
unstructured_text
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": 0.3967, "k_anonymity_estimate": 100, "qid_type_count_ris...
{"generation_seed": 225634454544462859, "lattice_cell_id": "LxE:entity_type=SWIFT_BIC_CODE|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": "f0746640-466d-4229-8aae-1133eda716fc", "v1_rec...
null
dc87d7c0-a5b1-5641-a90b-a6f756a9d3ab
out_of_scope_of_dataset
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
out_of_scope_of_dataset
medium
2.2.0
Hebr
Record for שרה פרץ, Swift Bic Code: UEWTJPLQ, contact שרה.פרץ72@hotmail.com. [#3219d574836340b-83]
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
11
2.2.0
{"difficulty": "clean", "techniques": [], "type": null}
[{"anonymization_strategy": "pseudonymize", "category": "identity_demographics", "cluster_id": null, "context_dependency": "low", "end": 33, "entity_id": "e0", "entity_type": "PERSON_NAME", "information_anchor_score": 0.76, "mention_variant": "full_name", "nested_entities": null, "sensitivity_class": "direct_identifier...
[]
{"behavioral_signal_density": 0.2567, "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"]
wire_transfer
financial
{"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": 0.2182, "k_anonymity_estimate": 20, "qid_type_count_risk...
{"generation_seed": 42, "license": "CC0-1.0", "source_type": "synthetic", "v1_3_0_record_id": "c49b0806-5487-437d-9b45-e594217782e6", "v1_record_id": null}
null
165954de-401f-5827-a62d-2734a629f49a
in_scope
in_scope
out_of_scope_of_dataset
out_of_scope_of_dataset
in_scope
high
2.2.0
Hans
Credit Application Applicant: 磊 杨 Email: 磊.杨44@fastmail.com Phone: +1 (304) 916-3148 Credit Card: 6011 5446 9784 0118 Bank Account: 6409683601 Tax ID: 13-9473403 Employer: Wayne Enterprises Address: 8646 Sycamore Blvd, Greenville, OR 47609
{"_caveat": "re_identification_resistance_score is a HEURISTIC PRIOR (closed-form over behavioral_signal_density), NOT a measured attack; exposure_index_prior is its honest alias. Exposure index is a DETERMINISTIC pre-screen PRIOR computed from behavioral-signal annotations. It is NOT measured RRS and MUST NOT be repor...
33
2.2.0