{
  "subject": {
    "identity": {
      "biometric_reference": "Sabrina Carpenter",
      "facial_structure": "Heart-shaped face morphology with a defined, narrow mandibular angle and prominent zygomatic arches; specific philtrum depth and pronounced Cupid's bow on full vermilion lips; distinct nasal bridge linearity.",
      "hair": {
        "style": "Voluminous blonde hair styled in soft, cinematic waves; signature thick curtain bangs framing the face with precise layering; high-fidelity strand separation and natural movement.",
        "color": "#FBF2D5 pale honey blonde with subtle platinum highlights",
        "physics": "Natural hair luster with realistic subsurface scattering on fine strands; zero synthetic clumpiness."
      },
      "ocular_details": "Iris pattern with intricate radial furrows in a blue-grey #7A9E9F hue; visible limbal rings; anatomically correct sclera hydration; realistic lacrimal caruncle placement.",
      "dentition": "Standard human dental alignment with natural incisor transparency and subtle occlusal surface textures; visible when lips are slightly parted."
    },
    "body": {
      "somatotype": "Ecto-mesomorphic petite frame with a high waist-to-hip ratio; precise anatomical muscle definition in the rectus femoris and gastrocnemius; defined clavicle and suprasternal notch visibility.",
      "skin_physics": {
        "base_tone": "#F5E1D2 creamy porcelain",
        "surface_properties": "High-fidelity subsurface scattering (SSS) on epidermal layers; visible follicular pores and micro-creases on joints; zero artificial smoothing filters.",
        "details": "Natural mole and freckle distribution mapped to biometric reference; absence of digital artifacts."
      }
    }
  },
  "wardrobe": {
    "primary_garment": {
      "type": "Form-fitting corset-style mini-dress",
      "color": "#E8ACC0 pale pink and #FFFFFF optic white gingham pattern",
      "material_physics": "Fine-weave cotton gingham fabric with subtle texture; realistic fabric micro-creases indicating tension; structural bodice construction with defined waist cinching."
    },
    "neckwear": {
      "type": "Matching gingham bowtie with a white detachable Peter Pan collar",
      "color": "Bowtie: #E8ACC0 and #FFFFFF gingham; Collar: #FFFFFF optic white",
      "material_physics": "Structured fabric bowtie with realistic knot compression; crisp, starched cotton collar texture."
    },
    "gloves": {
      "type": "Short white lace gloves",
      "color": "#FFFFFF optic white",
      "material_physics": "Intricate lace micro-patterns with variable translucency; realistic folding around finger joints and palm."
    },
    "earrings": {
      "type": "Flower-shaped studs",
      "color": "#E8ACC0 pale pink",
      "material_physics": "Detailed multi-petal floral structure; matte ceramic finish with subtle glossy center."
    }
  },
  "pose_action": {
    "description": "Seated cent