Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005939

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

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005931

distance 0.166

#2 · Kolhapurcell 4800006229

distance 0.167

#3 · Sanglicell 4930003853

distance 0.172 · cross-district

#4 · Kolhapurcell 4800005998

distance 0.18

#5 · Kolhapurcell 4800006003

distance 0.189

#6 · Kolhapurcell 4800005878

distance 0.198

#7 · Kolhapurcell 4800005885

distance 0.206

#8 · Sanglicell 4930003333

distance 0.212 · cross-district

#9 · Kolhapurcell 4800006005

distance 0.215

#10 · Kolhapurcell 4800005938

distance 0.217

#11 · Kolhapurcell 4800005886

distance 0.221

#12 · Kolhapurcell 4800006000

distance 0.223

#13 · Kolhapurcell 4800006034

distance 0.233

#14 · Kolhapurcell 4800006329

distance 0.235

#15 · Sanglicell 4930003336

distance 0.235 · cross-district

#16 · Kolhapurcell 4800006287

distance 0.238

#17 · Kolhapurcell 4800005937

distance 0.238

#18 · Sanglicell 4930003168

distance 0.24 · 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":4800005939}}}'

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.