Round 317

Round UUID: f71a1ffc-a36a-4214-8b8a-2e661c844b4f

Prompt:

Using the following explicit rules, classify each entity as Fylaran or Qtharri:

1. If mean_magnetosphere_extent is greater than 5.1, classify as Fylaran.
2. If mean_magnetosphere_extent is less than 4.4, classify as Qtharri.
3. If mean_magnetosphere_extent is between 4.4 and 4.7:
   a. Classify as Fylaran if mean_cloud_turbulence exceeds 345 AND mean_tidal_distortion is at least 375.
   b. Default to Qtharri if mean_cloud_turbulence is below 320 AND mean_tidal_distortion is less than 300.
4. If mean_magnetosphere_extent is between 4.7 and 4.9:
   a. Classify as Fylaran if mean_core_density exceeds 0.87 AND mean_tidal_distortion ranges between 340 and 570.
   b. Classify as Qtharri if mean_surface_roughness is less than 200 AND mean_axial_symmetry is below 280, overriding other conditions.
   c. For remaining cases, classify Fylaran if either mean_cloud_turbulence exceeds 380 OR mean_surface_roughness exceeds 400 and mean_axial_symmetry is above 300.
5. If mean_magnetosphere_extent is between 4.9 and 5.1:
   a. Classify as Fylaran if mean_cloud_turbulence is above 450 OR mean_tidal_distortion is between 450 and 510 AND mean_orbital_radius is greater than 3.0.
   b. Default to Qtharri if mean_core_density is below 0.85 and mean_cloud_turbulence is less than 300.
6. Address low cloud turbulence values:
   a. If mean_axial_symmetry is below 100 and mean_cloud_turbulence is under 270 despite magnetosphere_extent conditions, prioritize Qtharri.
7. Specific overrides:
   a. Always classify as Qtharri if mean_magnetosphere_extent error exceeds 1.5 deviations below the observed mean and mean_tidal_distortion remains below 150.
8. Enhance Fylaran grouping:
   a. If mean_surface_roughness exceeds 450 and mean_axial_symmetry is above 400 while mean_orbital_radius exceeds 3.0, assign Fylaran.
9. Borderline case resolution:
   a. For entities in the mean_core_density range 0.83 to 0.85 and mean_tidal_distortion just exceeding 370, classify Fylaran only if cloud_turbulence is above 400. Otherwise, default to Qtharri.
10. For all extreme conditions (mean_cloud_turbulence exceeding 500 AND mean_tidal_distortion exceeding 500): prioritize Fylaran if mean_core_density is above 0.88.
11. Default to Qtharri for remaining cases with unclear boundaries, specifically when magnetosphere_extent falls below 4.6 and no turbulence overrides are met.