Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001773

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

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004883

distance 0.241 · cross-district

#2 · Kolhapurcell 4800001771

distance 0.249

#3 · Kolhapurcell 4800002062

distance 0.253

#4 · Chhatrapati Sambhajinagarcell 4690003419

distance 0.253 · cross-district

#5 · Kolhapurcell 4800002494

distance 0.259

#6 · Kolhapurcell 4800002007

distance 0.261

#7 · Beedcell 4700006074

distance 0.264 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690004567

distance 0.268 · cross-district

#9 · Beedcell 4700004880

distance 0.275 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690004665

distance 0.277 · cross-district

#11 · Kolhapurcell 4800002013

distance 0.279

#12 · Kolhapurcell 4800002252

distance 0.279

#13 · Ahmednagarcell 4660004973

distance 0.282 · cross-district

#14 · Ahmednagarcell 4660005390

distance 0.282 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003420

distance 0.283 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690004203

distance 0.287 · cross-district

#17 · Kolhapurcell 4800002492

distance 0.288

#18 · Kolhapurcell 4800002490

distance 0.29

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":4800001773}}}'

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.