Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006328

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006278

distance 0.157

#2 · Kolhapurcell 4800005880

distance 0.213

#3 · Kolhapurcell 4800006225

distance 0.217

#4 · Kolhapurcell 4800006177

distance 0.235

#5 · Kolhapurcell 4800005872

distance 0.237

#6 · Kolhapurcell 4800006174

distance 0.241

#7 · Kolhapurcell 4800006316

distance 0.243

#8 · Kolhapurcell 4800006325

distance 0.245

#9 · Kolhapurcell 4800006113

distance 0.247

#10 · Kolhapurcell 4800006210

distance 0.249

#11 · Kolhapurcell 4800006264

distance 0.25

#12 · Kolhapurcell 4800006370

distance 0.252

#13 · Kolhapurcell 4800005873

distance 0.252

#14 · Kolhapurcell 4800006149

distance 0.253

#15 · Kolhapurcell 4800006326

distance 0.254

#16 · Sanglicell 4930001648

distance 0.258 · cross-district

#17 · Kolhapurcell 4800006338

distance 0.259

#18 · Sanglicell 4930003512

distance 0.262 · 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":4800006328}}}'

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.