Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002720

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003082

distance 0.124

#2 · Kolhapurcell 4800003556

distance 0.15

#3 · Kolhapurcell 4800003290

distance 0.163

#4 · Kolhapurcell 4800003618

distance 0.185

#5 · Kolhapurcell 4800003297

distance 0.194

#6 · Kolhapurcell 4800003435

distance 0.224

#7 · Kolhapurcell 4800003493

distance 0.233

#8 · Kolhapurcell 4800003020

distance 0.243

#9 · Kolhapurcell 4800003504

distance 0.243

#10 · Kolhapurcell 4800003329

distance 0.248

#11 · Kolhapurcell 4800002658

distance 0.255

#12 · Kolhapurcell 4800003833

distance 0.261

#13 · Ratnagiricell 4920003943

distance 0.262 · cross-district

#14 · Kolhapurcell 4800003909

distance 0.262

#15 · Kolhapurcell 4800003988

distance 0.263

#16 · Kolhapurcell 4800002565

distance 0.264

#17 · Kolhapurcell 4800004744

distance 0.266

#18 · Kolhapurcell 4800004903

distance 0.269

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":4800002720}}}'

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.