Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001097

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001100

distance 0.196

#2 · Kolhapurcell 4800001223

distance 0.205

#3 · Kolhapurcell 4800001098

distance 0.22

#4 · Kolhapurcell 4800001219

distance 0.222

#5 · Kolhapurcell 4800001159

distance 0.239

#6 · Kolhapurcell 4800001463

distance 0.246

#7 · Kolhapurcell 4800001452

distance 0.247

#8 · Parbhanicell 4890005187

distance 0.248 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000949

distance 0.249 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001638

distance 0.249 · cross-district

#11 · Parbhanicell 4890005218

distance 0.25 · cross-district

#12 · Kolhapurcell 4800001156

distance 0.251

#13 · Chhatrapati Sambhajinagarcell 4690004295

distance 0.252 · cross-district

#14 · Kolhapurcell 4800001222

distance 0.253

#15 · Chhatrapati Sambhajinagarcell 4690001453

distance 0.255 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001356

distance 0.258 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000957

distance 0.262 · cross-district

#18 · Jalnacell 4790002492

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":4800001097}}}'

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.