Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002341

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005510

distance 0.179 · cross-district

#2 · Kolhapurcell 4800002342

distance 0.182

#3 · Kolhapurcell 4800001995

distance 0.211

#4 · Kolhapurcell 4800002104

distance 0.224

#5 · Ahmednagarcell 4660004546

distance 0.227 · cross-district

#6 · Beedcell 4700004203

distance 0.228 · cross-district

#7 · Ahmednagarcell 4660004452

distance 0.23 · cross-district

#8 · Kolhapurcell 4800002156

distance 0.243

#9 · Beedcell 4700004096

distance 0.244 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003822

distance 0.245 · cross-district

#11 · Kolhapurcell 4800001656

distance 0.246

#12 · Kolhapurcell 4800002404

distance 0.248

#13 · Kolhapurcell 4800001823

distance 0.25

#14 · Chhatrapati Sambhajinagarcell 4690002284

distance 0.257 · cross-district

#15 · Kolhapurcell 4800002396

distance 0.257

#16 · Beedcell 4700004710

distance 0.258 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003225

distance 0.258 · cross-district

#18 · Kolhapurcell 4800002204

distance 0.259

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":4800002341}}}'

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.