splink-dataset / metadata /generation_config.json
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Publish dataset version 6.0.0-embedding-lift-controlled
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{
"dataset_version": "6.0.0-embedding-lift-controlled",
"random_seed": 42,
"n_entities": 12000,
"split_weights": {
"train": 0.7,
"validation": 0.15,
"test": 0.15
},
"semantic_entity_share": 0.225,
"target_lexical_positive_recall": 0.85,
"evaluation_strategy": "entity-level 70/15/15; all-positive blocking truth; balanced model benchmark; challenge stress test; production-like threshold benchmark; sealed test",
"um_training_strategy": "three sources/entity; stratified lexical variants; controlled tax/name/address/representative collisions; random, lexical-hard and semantic-hard nonmatches",
"semantic_design": "inspection aliases paraphrase or translate brand, modifier, region and industry; semantic hard negatives share only industry and region"
}