multiPII-x / dataset_statistics.json
Nan0NJ's picture
Upload 13 files
219c490 verified
Raw History Blame Contribute Delete
7.2 kB
{
"dataset_name": "Slovene PII 56 (working title)",
"language": "sl",
"input_rows": 15180,
"canonical_rows": 15180,
"quarantine_rows": 0,
"annotations": 89812,
"registry_label_count": 56,
"observed_labels": 56,
"zero_entity_rows": 634,
"classic_gliner_rows": 14631,
"classic_only_exclusions": 549,
"gliner25_rows": 15180,
"rows_by_source": {
"COLESLAW": 1000,
"PoVeJMo-VeMo-Med": 1000,
"e3-jsi": 423,
"eeisenzopf": 1494,
"gigafida": 2125,
"kurkowski": 1026,
"tanaos": 7612,
"telekom_synthetic": 500
},
"rows_by_domain": {
"banking": 94,
"finance": 82,
"general": 8742,
"healthcare": 78,
"legal": 1065,
"medical": 1000,
"news": 2125,
"telecom": 1994
},
"entities_by_type": {
"NAME_GIVEN": 17667,
"NAME_FAMILY": 6117,
"NAME_ALIAS": 6,
"DATE_OF_BIRTH": 518,
"DATE": 8340,
"AGE": 37,
"PASSPORT_EXPIRATION": 6,
"CREDIT_CARD_EXPIRATION": 25,
"EMAIL_ADDRESS": 1280,
"PHONE_NUMBER": 3376,
"LOCATION_ADDRESS": 3003,
"LOCATION_CITY": 7620,
"LOCATION_ZIP": 1266,
"LOCATION_OTHER": 5327,
"LOCATION_COORDINATES": 47,
"BANK_ACCOUNT": 340,
"CREDIT_CARD": 104,
"SSN": 391,
"PASSPORT_NUMBER": 20,
"INTERNAL_ID": 1811,
"IMEI": 125,
"IMSI": 120,
"RIO": 95,
"HEALTH_INSURANCE_ID": 32,
"DRIVER_LICENSE_NUMBER": 8,
"STUDENT_ID": 12,
"INSURANCE_ID": 24,
"REGISTRATION_NUMBER": 232,
"VEHICLE_REGISTRATION_NUMBER": 17,
"SERIAL_NUMBER": 2,
"RESERVATION_NUMBER": 8,
"TRANSACTION_ID": 10,
"VISA_NUMBER": 7,
"BIRTH_CERTIFICATE_NUMBER": 5,
"TRAIN_TICKET_NUMBER": 6,
"IDENTITY_DOCUMENT_NUMBER": 16,
"USERNAME": 170,
"URL": 173,
"IP_OR_MAC": 167,
"ORGANIZATION": 8840,
"PRODUCT": 2196,
"TAX_ID": 252,
"PIN": 466,
"PUK": 3,
"CVV": 8,
"PASSWORD": 85,
"SIM_CODE": 1,
"ACTIVATION_CODE": 9,
"VERIFICATION_CODE": 7,
"AUTH_TOKEN": 1,
"CURRENCY_AMOUNT": 1230,
"MEASUREMENT": 5909,
"RATIO": 1235,
"MEDICAL_CONDITION": 4089,
"MEDICATION": 6943,
"BLOOD_TYPE": 8
},
"entities_by_group": {
"CONTACT": 4656,
"CONTEXTUAL": 11036,
"DIGITAL": 510,
"FINANCIAL": 444,
"HEALTH": 11040,
"IDENTIFIER": 2941,
"LOCATION": 17263,
"MISC": 8374,
"PERSON": 23790,
"SECRET": 832,
"TEMPORAL": 8926
},
"manual_adjudication": {
"manually_adjudicated_rows": 221,
"manual_recovered_entities": 3433,
"manual_historical_tagged_repairs": 28,
"previously_valid_tagged_whitespace_repairs": 524,
"total_historical_tagged_repairs": 552,
"manual_confidence_counts": {
"HIGH": 211,
"LOW": 1,
"MEDIUM": 9
}
},
"occurrence_ambiguity": {
"repeated_same_label_surface_rows": 3544,
"repeated_mentions_retained": 18743,
"rows_with_extra_exact_surface_occurrences": 1424,
"label_surface_pairs_with_extra_exact_occurrences": 2202,
"official_word_splitter_audit": {
"available": true,
"package_version": "2.0.0",
"class": "gliner2.processing.word_splitter.WhitespaceTokenSplitter",
"source_sha256": "8c533d4defec1cc469578bdb87244d57a82684ecff57431d0556a54e9a6eefc8",
"lower": true
},
"rows_with_extra_official_token_matches": 1017,
"label_surface_pairs_with_extra_official_token_matches": 1966,
"label_surface_pairs_not_exactly_recoverable_by_official_token_matches": 1098,
"behavior": "Mention lists retain every annotated occurrence. Official GLiNER2 resolves each surface to all matching word-token occurrences using lower=True. Mention JSONL cannot preserve occurrence-specific char offsets; Parquet entities remains authoritative.",
"zero_entity_behavior": "All frozen labels with empty mention lists form a valid negative entity task.",
"reference": "https://github.com/fastino-ai/GLiNER2/blob/main/gliner2/processor.py"
},
"licence_status": "Requires final confirmation; no uniform release licence established",
"authoritative_fields": [
"text",
"tagged",
"source",
"domain",
"language",
"entities"
],
"derived_master_fields": [
"gliner_tokenized_text",
"gliner_entities"
],
"offset_convention": "zero-based Python Unicode code points, half-open [start, end)",
"deduplicated": false,
"dataset_splits": {
"train": 15180
},
"source_files": [
{
"piece": 1,
"source_file": "ready_for_conversion_1.csv",
"sha256": "42d04b1f71bb82891793e45aee22adc7569131080a80bb9f903c9adf4f8d3726",
"rows": 10937,
"converted": 10937,
"quarantined": 0,
"columns": [
"_row_id",
"source",
"slo_raw",
"SLO_TAGGED",
"_secret_count",
"_misc_count",
"_needs_secret_refinement",
"_needs_misc_refinement",
"_needs_gemini_review",
"_split_reason"
],
"annotation_column": "SLO_TAGGED"
},
{
"piece": 2,
"source_file": "ready_for_conversion_2.csv",
"sha256": "26e5fd6fffe102f700d005baffe72d42eaa140b2bbe5cab8224ba02aea165bea",
"rows": 1448,
"converted": 1448,
"quarantined": 0,
"columns": [
"_row_id",
"source",
"slo_raw",
"SLO_TAGGED_ORIGINAL",
"SLO_TAGGED_REFINED",
"target_count",
"decisions"
],
"annotation_column": "SLO_TAGGED_REFINED"
},
{
"piece": 3,
"source_file": "ready_for_conversion_3.csv",
"sha256": "1409ffe39d0926eb574d9113041790eca8dd37936c38b8195ad6c41b1f2afa38",
"rows": 372,
"converted": 372,
"quarantined": 0,
"columns": [
"_row_id",
"source",
"slo_raw",
"SLO_TAGGED"
],
"annotation_column": "SLO_TAGGED"
},
{
"piece": 4,
"source_file": "ready_for_conversion_4.csv",
"sha256": "dfb33d56fa6dcecef3faaf930522aa0aac21ff61340bb6c851def301086b66a5",
"rows": 423,
"converted": 423,
"quarantined": 0,
"columns": [
"_row_id",
"source",
"language",
"domain",
"slo_raw",
"SLO_TAGGED"
],
"annotation_column": "SLO_TAGGED"
},
{
"piece": 5,
"source_file": "ready_for_conversion_5.csv",
"sha256": "e052f17263ea482070deed12ded85b17215bacc960a4121bddf2cfc244653ba3",
"rows": 1000,
"converted": 1000,
"quarantined": 0,
"columns": [
"original_id",
"source",
"source_file",
"language",
"domain",
"subdomain",
"slo_raw",
"SLO_TAGGED"
],
"annotation_column": "SLO_TAGGED"
},
{
"piece": 6,
"source_file": "ready_for_conversion_6.csv",
"sha256": "7840b5deb1611fbccd60a49e194964544a817b5013de3c7f547b099bf018b5b5",
"rows": 1000,
"converted": 1000,
"quarantined": 0,
"columns": [
"original_id",
"source",
"source_file",
"language",
"domain",
"subdomain",
"title",
"slo_raw",
"SLO_TAGGED"
],
"annotation_column": "SLO_TAGGED"
}
]
}