Datasets:
Publish Vietnamese business ER dataset v1.0.0
Browse files- README.md +1 -1
- canonical/canonical_entities/canonical_entities_test.parquet +2 -2
- canonical/canonical_entities/canonical_entities_train.parquet +2 -2
- canonical/canonical_entities/canonical_entities_validation.parquet +2 -2
- control/record_split_map/record_split_map_test.parquet +2 -2
- control/record_split_map/record_split_map_train.parquet +2 -2
- control/record_split_map/record_split_map_validation.parquet +2 -2
- evaluation/all_positive_pairs/all_positive_pairs_test.parquet +2 -2
- evaluation/all_positive_pairs/all_positive_pairs_train.parquet +2 -2
- evaluation/all_positive_pairs/all_positive_pairs_validation.parquet +2 -2
- evaluation/ground_truth_entity_map/ground_truth_entity_map_test.parquet +2 -2
- evaluation/ground_truth_entity_map/ground_truth_entity_map_train.parquet +2 -2
- evaluation/ground_truth_entity_map/ground_truth_entity_map_validation.parquet +2 -2
- evaluation/hard_negative_pairs/hard_negative_pairs_test.parquet +2 -2
- evaluation/hard_negative_pairs/hard_negative_pairs_train.parquet +2 -2
- evaluation/hard_negative_pairs/hard_negative_pairs_validation.parquet +2 -2
- evaluation/record_generation_metadata/record_generation_metadata_test.parquet +2 -2
- evaluation/record_generation_metadata/record_generation_metadata_train.parquet +2 -2
- evaluation/record_generation_metadata/record_generation_metadata_validation.parquet +2 -2
- metadata/dataset_metadata.json +11 -9
- metadata/dataset_quality_report.csv +33 -16
- observed/business_registry/business_registry_test.parquet +2 -2
- observed/business_registry/business_registry_train.parquet +2 -2
- observed/business_registry/business_registry_validation.parquet +2 -2
- observed/inspection_record/inspection_record_test.parquet +2 -2
- observed/inspection_record/inspection_record_train.parquet +2 -2
- observed/inspection_record/inspection_record_validation.parquet +2 -2
- observed/observed_records/observed_records_test.parquet +2 -2
- observed/observed_records/observed_records_train.parquet +2 -2
- observed/observed_records/observed_records_validation.parquet +2 -2
- observed/tax_registry/tax_registry_test.parquet +2 -2
- observed/tax_registry/tax_registry_train.parquet +2 -2
- observed/tax_registry/tax_registry_validation.parquet +2 -2
README.md
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path: canonical/canonical_entities/canonical_entities_test.parquet
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---
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# Vietnamese Business Entity Resolution Dataset
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Synthetic benchmark cho bài toán Entity Resolution trên dữ liệu doanh nghiệp
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Việt Nam từ ba nguồn:
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path: canonical/canonical_entities/canonical_entities_test.parquet
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---
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# Vietnamese Business Entity Resolution Dataset — Embedding Focused
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Synthetic benchmark cho bài toán Entity Resolution trên dữ liệu doanh nghiệp
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Việt Nam từ ba nguồn:
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evaluation/ground_truth_entity_map/ground_truth_entity_map_test.parquet
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metadata/dataset_metadata.json
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{
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"dataset_version": "
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"seed": 42,
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"n_entities": 12000,
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"n_records": 36000,
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"hard_negative_relationship_share": {
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"
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"negative_same_address": 0.012,
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"negative_parent_branch": 0.012
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"artifact_paths": [
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"canonical/canonical_entities/canonical_entities_train.parquet",
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{
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"n_entities": 12000,
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"n_records": 36000,
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"positive_mixed_hard": 0.1
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"hard_negative_relationship_share": {
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"negative_parent_branch": 0.012
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"lexical_proxy_positive_recall": 0.6991388888888889,
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"canonical/canonical_entities/canonical_entities_test.parquet",
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"canonical/canonical_entities/canonical_entities_train.parquet",
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metadata/dataset_quality_report.csv
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total_entities,all,12000.0
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total_records,all,36000.0
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records_per_entity,all,3.0
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lexical_proxy_positive_recall,all,0.
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entity_split_share,train,0.
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entity_split_share,validation,0.
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entity_split_share,test,0.
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records_by_source,business_registry,12000.0
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records_by_source,tax_registry,12000.0
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records_by_source,inspection_record,12000.0
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missingness,business_name,0.
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missingness,tax_code,0.
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missingness,address,0.
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missingness,representative_name,0.
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missingness,industry,0.
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positive_pair_type_share,positive_lexical,0.7
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positive_pair_type_share,positive_semantic_only,0.2
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positive_pair_type_share,positive_mixed_hard,0.1
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semantic_subtype_share,
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semantic_subtype_share,
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semantic_subtype_share,
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semantic_subtype_share,
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semantic_subtype_share,
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hard_negative_pair_count,negative_same_address,870.0
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hard_negative_pair_count,negative_parent_branch,870.0
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total_entities,all,12000.0
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total_records,all,36000.0
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records_per_entity,all,3.0
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+
lexical_proxy_positive_recall,all,0.6991388888888889
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entity_split_share,train,0.6998333333333333
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entity_split_share,validation,0.15016666666666667
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entity_split_share,test,0.15
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records_by_source,business_registry,12000.0
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records_by_source,tax_registry,12000.0
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records_by_source,inspection_record,12000.0
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+
missingness,business_name,0.0
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missingness,tax_code,0.22113888888888888
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missingness,address,0.0625
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missingness,representative_name,0.18594444444444444
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missingness,industry,0.105
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positive_pair_type_share,positive_lexical,0.7
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positive_pair_type_share,positive_semantic_only,0.2
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positive_pair_type_share,positive_mixed_hard,0.1
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+
semantic_subtype_share,legal_to_trade_vi,0.22
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semantic_subtype_share,legal_to_trade_en,0.18
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semantic_subtype_share,name_industry_joint,0.18
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semantic_subtype_share,semantic_shortening,0.16
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semantic_subtype_share,translation_vi_en,0.14
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semantic_subtype_share,full_context,0.12
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semantic_name_lexical_median,full_context,0.4222222222222222
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semantic_lexical_proxy_recall,full_context,0.0
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| 28 |
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semantic_name_lexical_median,legal_to_trade_en,0.39080459770114945
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| 29 |
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semantic_lexical_proxy_recall,legal_to_trade_en,0.0
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| 30 |
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semantic_name_lexical_median,legal_to_trade_vi,0.4
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semantic_lexical_proxy_recall,legal_to_trade_vi,0.0
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+
semantic_name_lexical_median,name_industry_joint,0.4
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| 33 |
+
semantic_lexical_proxy_recall,name_industry_joint,0.0
|
| 34 |
+
semantic_name_lexical_median,semantic_shortening,0.43243243243243246
|
| 35 |
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semantic_lexical_proxy_recall,semantic_shortening,0.0
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| 36 |
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semantic_name_lexical_median,translation_vi_en,0.3877551020408163
|
| 37 |
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semantic_lexical_proxy_recall,translation_vi_en,0.0
|
| 38 |
+
hard_negative_pair_count,negative_same_domain_diff_brand,1290.0
|
| 39 |
+
hard_negative_pair_count,negative_lexical_hard,870.0
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hard_negative_pair_count,negative_same_address,870.0
|
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hard_negative_pair_count,negative_parent_branch,870.0
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+
hard_negative_pair_count,negative_same_representative,720.0
|
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+
record_lag_days_mean,business_registry,7.026916666666667
|
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+
record_lag_days_mean,inspection_record,3.5319166666666666
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+
record_lag_days_mean,tax_registry,14.92625
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observed/business_registry/business_registry_test.parquet
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