Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005282

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005367

distance 0.142

#2 · Chhatrapati Sambhajinagarcell 4690006433

distance 0.188 · cross-district

#3 · Kolhapurcell 4800005281

distance 0.204

#4 · Chhatrapati Sambhajinagarcell 4690006875

distance 0.219 · cross-district

#5 · Kolhapurcell 4800005534

distance 0.239

#6 · Chhatrapati Sambhajinagarcell 4690006504

distance 0.24 · cross-district

#7 · Kolhapurcell 4800005528

distance 0.243

#8 · Kolhapurcell 4800005195

distance 0.247

#9 · Kolhapurcell 4800005186

distance 0.251

#10 · Chhatrapati Sambhajinagarcell 4690006355

distance 0.253 · cross-district

#11 · Kolhapurcell 4800005443

distance 0.254

#12 · Chhatrapati Sambhajinagarcell 4690006431

distance 0.258 · cross-district

#13 · Parbhanicell 4890000254

distance 0.259 · cross-district

#14 · Beedcell 4700002598

distance 0.26 · cross-district

#15 · Kolhapurcell 4800005011

distance 0.26

#16 · Kolhapurcell 4800005446

distance 0.262

#17 · Laturcell 4810004985

distance 0.263 · cross-district

#18 · Jalgaoncell 4780000062

distance 0.265 · 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":4800005282}}}'

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.