{ "stage": 3, "model_path": "models/stage3-bert-tiny-ner", "records": 40, "patterns": 10, "overall": { "true_positive": 50.0, "gold_spans": 98.0, "predicted_spans": 111.0, "precision": 0.45045045045045046, "recall": 0.5102040816326531, "f1": 0.4784688995215311 }, "error_counts": { "boundary": 18, "false_positive": 22, "missed_entity": 9, "wrong_label": 21 }, "label_confusions": { "AMOUNT->PRODUCT": 2, "JOB->ORGANIZATION": 2, "LOCATION->ORGANIZATION": 2, "ORGANIZATION->PRODUCT": 1, "ORGANIZATION->WORKOFART": 1, "PERSON->WORKOFART": 1, "PRODUCT->ORGANIZATION": 5, "PRODUCT->PERSON": 1, "PRODUCT->WORKOFART": 1, "TIMEDATE->AMOUNT": 1, "TIMEDATE->ORGANIZATION": 1, "WORKOFART->ORGANIZATION": 2, "WORKOFART->PERSON": 1 }, "by_pattern": { "amount_boundary": { "records": 4, "metrics": { "true_positive": 4.0, "gold_spans": 8.0, "predicted_spans": 9.0, "precision": 0.4444444444444444, "recall": 0.5, "f1": 0.47058823529411764 }, "error_counts": { "boundary": 4, "false_positive": 1 }, "records_with_errors": 2 }, "company_product": { "records": 4, "metrics": { "true_positive": 1.0, "gold_spans": 10.0, "predicted_spans": 9.0, "precision": 0.1111111111111111, "recall": 0.1, "f1": 0.10526315789473685 }, "error_counts": { "boundary": 2, "false_positive": 2, "missed_entity": 3, "wrong_label": 4 }, "records_with_errors": 4 }, "institution_context": { "records": 4, "metrics": { "true_positive": 5.0, "gold_spans": 9.0, "predicted_spans": 12.0, "precision": 0.4166666666666667, "recall": 0.5555555555555556, "f1": 0.4761904761904762 }, "error_counts": { "boundary": 1, "false_positive": 4, "missed_entity": 1, "wrong_label": 2 }, "records_with_errors": 4 }, "job_boundary": { "records": 4, "metrics": { "true_positive": 6.0, "gold_spans": 13.0, "predicted_spans": 15.0, "precision": 0.4, "recall": 0.46153846153846156, "f1": 0.42857142857142855 }, "error_counts": { "boundary": 3, "false_positive": 3, "missed_entity": 1, "wrong_label": 3 }, "records_with_errors": 4 }, "namedness_repetition": { "records": 4, "metrics": { "true_positive": 7.0, "gold_spans": 9.0, "predicted_spans": 10.0, "precision": 0.7, "recall": 0.7777777777777778, "f1": 0.7368421052631577 }, "error_counts": { "false_positive": 1, "wrong_label": 2 }, "records_with_errors": 3 }, "person_alias_handle": { "records": 4, "metrics": { "true_positive": 10.0, "gold_spans": 12.0, "predicted_spans": 12.0, "precision": 0.8333333333333334, "recall": 0.8333333333333334, "f1": 0.8333333333333334 }, "error_counts": { "false_positive": 1, "missed_entity": 1, "wrong_label": 1 }, "records_with_errors": 2 }, "product_work": { "records": 4, "metrics": { "true_positive": 2.0, "gold_spans": 9.0, "predicted_spans": 12.0, "precision": 0.16666666666666666, "recall": 0.2222222222222222, "f1": 0.1904761904761905 }, "error_counts": { "boundary": 1, "false_positive": 4, "missed_entity": 1, "wrong_label": 5 }, "records_with_errors": 4 }, "software_namedness": { "records": 4, "metrics": { "true_positive": 4.0, "gold_spans": 10.0, "predicted_spans": 11.0, "precision": 0.36363636363636365, "recall": 0.4, "f1": 0.380952380952381 }, "error_counts": { "boundary": 2, "false_positive": 2, "missed_entity": 1, "wrong_label": 3 }, "records_with_errors": 3 }, "timedate_boundary": { "records": 4, "metrics": { "true_positive": 8.0, "gold_spans": 10.0, "predicted_spans": 13.0, "precision": 0.6153846153846154, "recall": 0.8, "f1": 0.6956521739130435 }, "error_counts": { "boundary": 1, "false_positive": 3, "wrong_label": 1 }, "records_with_errors": 2 }, "work_title_boundary": { "records": 4, "metrics": { "true_positive": 3.0, "gold_spans": 8.0, "predicted_spans": 8.0, "precision": 0.375, "recall": 0.375, "f1": 0.375 }, "error_counts": { "boundary": 4, "false_positive": 1, "missed_entity": 1 }, "records_with_errors": 3 } }, "method": "Forty fresh, manually gold-labeled policy probes; exact character-span comparison; errors classified by deterministic overlap rules and then manually reviewed." }