Round UUID: 9b1a5dc4-ddb3-4afc-b278-50192b6c03fa
Prompt:
Classify an entity as Fylaran or Qtharri using these explicit, threshold-based rules:
Assign label "Fylaran" ONLY if ALL the following conditions are met:
- mean_surface_roughness >= 130
- mean_magnetosphere_extent >= 4.25
- mean_atmospheric_depth >= 6.0
- mean_ring_system_complexity <= 0.96
- mean_impact_crater_count < 0.96
- mean_core_density < 0.92
- mean_cloud_turbulence < 540
Additional rules for edge cases and increased precision:
1. Fylaran Surface Roughness Caution Rule:
- For mean_surface_roughness in [130, 140): Only assign Fylaran if mean_magnetosphere_extent >= 4.50 AND mean_cloud_turbulence < 470 AND all other criteria are satisfied.
2. Fylaran Impact Crater Soft-Fail Rule:
- If mean_impact_crater_count is >= 0.96 but < 0.98, AND all the following are true:
* mean_core_density <= 0.88
* mean_surface_roughness >= 1.5 * 130 (i.e., >= 195)
* mean_magnetosphere_extent >= 4.5
* mean_atmospheric_depth >= 6.5
* mean_cloud_turbulence < 470
* mean_ring_system_complexity <= 0.95
then assign Fylaran, ELSE assign Qtharri.
Overrides—ALWAYS assign "Qtharri" if ANY of the following (these take precedence, including at exact threshold values):
- mean_core_density >= 0.92
- mean_ring_system_complexity > 0.96
- mean_impact_crater_count >= 0.98
Edge & Ambiguity Policy:
- If a value is exactly equal to an override threshold (core_density 0.92, ring_complexity 0.96, impact_crater_count 0.98), assign Qtharri.
- If required data is missing or ambiguous, default to "Qtharri".
Apply these rules strictly using ONLY the provided entity data. Do not infer or estimate missing values. Do not relax criteria except as permitted by the explicit soft-fail and caution rules above.