Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002393

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002158

distance 0.188

#2 · Beedcell 4700003688

distance 0.219 · cross-district

#3 · Kolhapurcell 4800001341

distance 0.234

#4 · Kolhapurcell 4800001571

distance 0.238

#5 · Kolhapurcell 4800001516

distance 0.24

#6 · Chhatrapati Sambhajinagarcell 4690003712

distance 0.243 · cross-district

#7 · Kolhapurcell 4800002296

distance 0.245

#8 · Kolhapurcell 4800002439

distance 0.245

#9 · Chhatrapati Sambhajinagarcell 4690002389

distance 0.247 · cross-district

#10 · Kolhapurcell 4800001891

distance 0.249

#11 · Kolhapurcell 4800002295

distance 0.256

#12 · Kolhapurcell 4800001715

distance 0.256

#13 · Ahmednagarcell 4660005266

distance 0.26 · cross-district

#14 · Kolhapurcell 4800001886

distance 0.26

#15 · Kolhapurcell 4800002062

distance 0.265

#16 · Kolhapurcell 4800002396

distance 0.268

#17 · Kolhapurcell 4800002006

distance 0.272

#18 · Kolhapurcell 4800002345

distance 0.273

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":4800002393}}}'

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.