Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005548

The MH-36 locality cells most similar to this Kolhapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005547

distance 0.106

#2 · Kolhapurcell 4800005020

distance 0.179

#3 · Kolhapurcell 4800005021

distance 0.2

#4 · Kolhapurcell 4800005710

distance 0.206

#5 · Kolhapurcell 4800005112

distance 0.218

#6 · Chhatrapati Sambhajinagarcell 4690002130

distance 0.219 · cross-district

#7 · Kolhapurcell 4800005107

distance 0.223

#8 · Ahmednagarcell 4660013955

distance 0.235 · cross-district

#9 · Kolhapurcell 4800005108

distance 0.236

#10 · Kolhapurcell 4800005544

distance 0.238

#11 · Kolhapurcell 4800005622

distance 0.246

#12 · Kolhapurcell 4800005908

distance 0.247

#13 · Kolhapurcell 4800005290

distance 0.257

#14 · Kolhapurcell 4800004850

distance 0.257

#15 · Kolhapurcell 4800005542

distance 0.264

#16 · Chhatrapati Sambhajinagarcell 4690003851

distance 0.264 · cross-district

#17 · Sanglicell 4930001389

distance 0.267 · cross-district

#18 · Kolhapurcell 4800005538

distance 0.267

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":480,"cluster_id":4800005548}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.