Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001098

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

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001096

distance 0.189

#2 · Kolhapurcell 4800001100

distance 0.198

#3 · Kolhapurcell 4800001097

distance 0.22

#4 · Kolhapurcell 4800001158

distance 0.233

#5 · Kolhapurcell 4800001316

distance 0.247

#6 · Kolhapurcell 4800001622

distance 0.249

#7 · Kolhapurcell 4800001340

distance 0.25

#8 · Kolhapurcell 4800001268

distance 0.251

#9 · Kolhapurcell 4800001378

distance 0.253

#10 · Chhatrapati Sambhajinagarcell 4690001031

distance 0.255 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690004113

distance 0.258 · cross-district

#12 · Kolhapurcell 4800001616

distance 0.258

#13 · Chhatrapati Sambhajinagarcell 4690005007

distance 0.259 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002617

distance 0.259 · cross-district

#15 · Kolhapurcell 4800001623

distance 0.261

#16 · Chhatrapati Sambhajinagarcell 4690004291

distance 0.262 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004293

distance 0.263 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004390

distance 0.264 · 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":4800001098}}}'

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.