Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001781

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001896

distance 0.137

#2 · Kolhapurcell 4800001839

distance 0.148

#3 · Kolhapurcell 4800001687

distance 0.155

#4 · Kolhapurcell 4800001782

distance 0.158

#5 · Kolhapurcell 4800001455

distance 0.159

#6 · Kolhapurcell 4800001954

distance 0.163

#7 · Kolhapurcell 4800002355

distance 0.185

#8 · Kolhapurcell 4800002172

distance 0.187

#9 · Kolhapurcell 4800001831

distance 0.19

#10 · Kolhapurcell 4800002168

distance 0.191

#11 · Kolhapurcell 4800001519

distance 0.193

#12 · Kolhapurcell 4800002008

distance 0.2

#13 · Beedcell 4700006767

distance 0.2 · cross-district

#14 · Kolhapurcell 4800002438

distance 0.205

#15 · Kolhapurcell 4800002064

distance 0.208

#16 · Kolhapurcell 4800002207

distance 0.209

#17 · Kolhapurcell 4800002026

distance 0.212

#18 · Kolhapurcell 4800001608

distance 0.213

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":4800001781}}}'

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.