Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002745

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003665

distance 0.231

#2 · Beedcell 4700007128

distance 0.239 · cross-district

#3 · Ahmednagarcell 4660014217

distance 0.242 · cross-district

#4 · Dharashivcell 4880000367

distance 0.243 · cross-district

#5 · Beedcell 4700002875

distance 0.244 · cross-district

#6 · Dharashivcell 4880001157

distance 0.245 · cross-district

#7 · Beedcell 4700005691

distance 0.246 · cross-district

#8 · Kolhapurcell 4800003664

distance 0.252

#9 · Beedcell 4700002346

distance 0.258 · cross-district

#10 · Sataracell 4940000991

distance 0.26 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003959

distance 0.261 · cross-district

#12 · Dharashivcell 4880000724

distance 0.264 · cross-district

#13 · Ahmednagarcell 4660000826

distance 0.265 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001923

distance 0.265 · cross-district

#15 · Beedcell 4700006925

distance 0.266 · cross-district

#16 · Ahmednagarcell 4660001175

distance 0.269 · cross-district

#17 · Beedcell 4700002679

distance 0.269 · cross-district

#18 · Solapurcell 4960004659

distance 0.27 · 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":4800002745}}}'

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.