Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003658

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002787

distance 0.162

#2 · Kolhapurcell 4800002735

distance 0.186

#3 · Kolhapurcell 4800003523

distance 0.195

#4 · Kolhapurcell 4800003651

distance 0.201

#5 · Kolhapurcell 4800003714

distance 0.204

#6 · Kolhapurcell 4800003047

distance 0.206

#7 · Kolhapurcell 4800003649

distance 0.212

#8 · Kolhapurcell 4800003583

distance 0.221

#9 · Sataracell 4940000261

distance 0.222 · cross-district

#10 · Kolhapurcell 4800002593

distance 0.229

#11 · Sataracell 4940000029

distance 0.237 · cross-district

#12 · Beedcell 4700003902

distance 0.237 · cross-district

#13 · Sataracell 4940000919

distance 0.238 · cross-district

#14 · Kolhapurcell 4800003271

distance 0.238

#15 · Ahmednagarcell 4660005555

distance 0.239 · cross-district

#16 · Sataracell 4940001949

distance 0.242 · cross-district

#17 · Sataracell 4940000139

distance 0.244 · cross-district

#18 · Sanglicell 4930002890

distance 0.245 · cross-district

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":4800003658}}}'

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.