---
language:
  - en
license: mit
pretty_name: F1 Decoherence Trigger Localization v0.1
dataset_name: f1-decoherence-trigger-localization-v0.1
tags:
  - clarusc64
  - f1
  - telemetry
  - reliability
  - trigger-detection
task_categories:
  - tabular-classification
size_categories:
  - 1K<n<10K
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train.csv
      - split: test
        path: data/test.csv
---

## What this dataset tests
Whether an intelligence system can identify the initiating disturbance that caused telemetry coherence to collapse across components.

The goal is not detecting failure.  
The goal is identifying the trigger.

## Required outputs
- trigger_event  
- trigger_lap  
- initiating_component  
- correlation_drop  
- propagation_direction  
- immediate_failure_risk  

## Use case
Layer two of the Failure Cascade Graph trinity.

Used for:
- predictive failure analysis  
- telemetry root-cause detection  
- race engineering diagnostics  

## Evaluation
The scorer checks:
- numeric validity  
- presence of all required fields  
- structural correctness  
- trigger identification completeness