| TELECOM FOUR-OUTPUT DATASET |
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| Files: |
| - train_four_output.jsonl |
| - validation_four_output.jsonl |
| - test_four_output.jsonl |
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| IMPORTANT: |
| The original cleaned data provides fault_severity labels and telecom |
| event/log features, but it does not provide independently verified root-cause |
| or remediation ground truth. Therefore, the Root Cause, Explanation, and |
| Recommendation fields in these files are STRUCTURED, DATA-CONSTRAINED |
| SYNTHETIC TARGETS derived from the supplied features and the existing label. |
| They must not be presented as ground-truth engineering diagnoses. |
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| The targets intentionally avoid inventing RSRP/RSRQ/SINR/CQI/PRB/PCI, |
| throughput, alarms, hardware failures, or other absent telemetry. |
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| For a production root-cause model, replace these synthetic targets with |
| engineer-validated annotations. |
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