splink-dataset / metadata /dataset_metadata.json
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Publish Vietnamese business ER dataset v2.2.0 realistic clusters
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{
"dataset_version": "2.2.0-realistic-clusters",
"seed": 42,
"n_entities": 12000,
"n_records": 34708,
"sources": [
"business_registry",
"tax_registry",
"inspection_record"
],
"split_weights": {
"train": 0.7,
"validation": 0.15,
"test": 0.15
},
"entity_scenario_shares": {
"lexical": 0.7,
"semantic_only": 0.2,
"mixed_hard": 0.1
},
"positive_pair_type_shares": {
"positive_lexical": 0.7932690882134915,
"positive_semantic_only": 0.13894736842105262,
"positive_mixed_hard": 0.06778354336545589
},
"semantic_subtype_weights": {
"legal_to_trade_vi": 0.22,
"legal_to_trade_en": 0.18,
"translation_vi_en": 0.14,
"semantic_shortening": 0.16,
"name_industry_joint": 0.18,
"full_context": 0.12
},
"hard_negative_relationship_share": {
"negative_lexical_hard": 0.012,
"negative_same_domain_diff_brand": 0.018,
"negative_same_address": 0.012,
"negative_same_representative": 0.01,
"negative_parent_branch": 0.012
},
"lexical_proxy_positive_recall": 0.8719940696812454,
"artifact_paths": [
"canonical/canonical_entities/canonical_entities_test.parquet",
"canonical/canonical_entities/canonical_entities_train.parquet",
"canonical/canonical_entities/canonical_entities_validation.parquet",
"control/record_split_map/record_split_map_test.parquet",
"control/record_split_map/record_split_map_train.parquet",
"control/record_split_map/record_split_map_validation.parquet",
"evaluation/all_positive_pairs/all_positive_pairs_test.parquet",
"evaluation/all_positive_pairs/all_positive_pairs_train.parquet",
"evaluation/all_positive_pairs/all_positive_pairs_validation.parquet",
"evaluation/ground_truth_entity_map/ground_truth_entity_map_test.parquet",
"evaluation/ground_truth_entity_map/ground_truth_entity_map_train.parquet",
"evaluation/ground_truth_entity_map/ground_truth_entity_map_validation.parquet",
"evaluation/hard_negative_pairs/hard_negative_pairs_test.parquet",
"evaluation/hard_negative_pairs/hard_negative_pairs_train.parquet",
"evaluation/hard_negative_pairs/hard_negative_pairs_validation.parquet",
"evaluation/record_generation_metadata/record_generation_metadata_test.parquet",
"evaluation/record_generation_metadata/record_generation_metadata_train.parquet",
"evaluation/record_generation_metadata/record_generation_metadata_validation.parquet",
"observed/business_registry/business_registry_test.parquet",
"observed/business_registry/business_registry_train.parquet",
"observed/business_registry/business_registry_validation.parquet",
"observed/inspection_record/inspection_record_test.parquet",
"observed/inspection_record/inspection_record_train.parquet",
"observed/inspection_record/inspection_record_validation.parquet",
"observed/observed_records/observed_records_test.parquet",
"observed/observed_records/observed_records_train.parquet",
"observed/observed_records/observed_records_validation.parquet",
"observed/tax_registry/tax_registry_test.parquet",
"observed/tax_registry/tax_registry_train.parquet",
"observed/tax_registry/tax_registry_validation.parquet"
]
}