Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003549

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003608

distance 0.128

#2 · Kolhapurcell 4800003486

distance 0.172

#3 · Kolhapurcell 4800003546

distance 0.181

#4 · Kolhapurcell 4800004542

distance 0.184

#5 · Kolhapurcell 4800003814

distance 0.188

#6 · Sanglicell 4930004230

distance 0.195 · cross-district

#7 · Kolhapurcell 4800003323

distance 0.203

#8 · Kolhapurcell 4800003678

distance 0.208

#9 · Sanglicell 4930005520

distance 0.212 · cross-district

#10 · Sanglicell 4930006243

distance 0.215 · cross-district

#11 · Kolhapurcell 4800003551

distance 0.217

#12 · Sanglicell 4930004237

distance 0.219 · cross-district

#13 · Kolhapurcell 4800003489

distance 0.22

#14 · Dharashivcell 4880000541

distance 0.223 · cross-district

#15 · Sanglicell 4930006238

distance 0.227 · cross-district

#16 · Sanglicell 4930000286

distance 0.227 · cross-district

#17 · Kolhapurcell 4800003741

distance 0.227

#18 · Kolhapurcell 4800003895

distance 0.229

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":4800003549}}}'

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.