Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002356

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001666

distance 0.169

#2 · Kolhapurcell 4800002340

distance 0.171

#3 · Kolhapurcell 4800002160

distance 0.171

#4 · Kolhapurcell 4800002203

distance 0.175

#5 · Kolhapurcell 4800002057

distance 0.18

#6 · Kolhapurcell 4800002167

distance 0.181

#7 · Kolhapurcell 4800001667

distance 0.204

#8 · Kolhapurcell 4800001943

distance 0.204

#9 · Kolhapurcell 4800002173

distance 0.204

#10 · Kolhapurcell 4800002350

distance 0.206

#11 · Kolhapurcell 4800002253

distance 0.208

#12 · Kolhapurcell 4800002172

distance 0.218

#13 · Kolhapurcell 4800002049

distance 0.222

#14 · Beedcell 4700005500

distance 0.224 · cross-district

#15 · Ahmednagarcell 4660004454

distance 0.227 · cross-district

#16 · Kolhapurcell 4800001506

distance 0.232

#17 · Kolhapurcell 4800002210

distance 0.232

#18 · Kolhapurcell 4800002310

distance 0.238

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":4800002356}}}'

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.