Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005011

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

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003229

distance 0.202 · cross-district

#2 · Kolhapurcell 4800005186

distance 0.214

#3 · Beedcell 4700002747

distance 0.231 · cross-district

#4 · Beedcell 4700004109

distance 0.233 · cross-district

#5 · Beedcell 4700003428

distance 0.236 · cross-district

#6 · Kolhapurcell 4800005367

distance 0.238

#7 · Beedcell 4700003773

distance 0.241 · cross-district

#8 · Beedcell 4700003271

distance 0.245 · cross-district

#9 · Chandrapurcell 4730000923

distance 0.248 · cross-district

#10 · Beedcell 4700004257

distance 0.248 · cross-district

#11 · Beedcell 4700002889

distance 0.248 · cross-district

#12 · Beedcell 4700004102

distance 0.251 · cross-district

#13 · Beedcell 4700004442

distance 0.253 · cross-district

#14 · Beedcell 4700003574

distance 0.254 · cross-district

#15 · Beedcell 4700003093

distance 0.255 · cross-district

#16 · Sanglicell 4930001172

distance 0.257 · cross-district

#17 · Beedcell 4700003720

distance 0.258 · cross-district

#18 · Beedcell 4700004099

distance 0.258 · 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":4800005011}}}'

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.