Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005381

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005632

distance 0.152

#2 · Chhatrapati Sambhajinagarcell 4690006114

distance 0.183 · cross-district

#3 · Kolhapurcell 4800005631

distance 0.19

#4 · Kolhapurcell 4800005706

distance 0.204

#5 · Kolhapurcell 4800005549

distance 0.216

#6 · Kolhapurcell 4800005777

distance 0.218

#7 · Kolhapurcell 4800005630

distance 0.224

#8 · Chhatrapati Sambhajinagarcell 4690006653

distance 0.227 · cross-district

#9 · Kolhapurcell 4800005546

distance 0.243

#10 · Sanglicell 4930000808

distance 0.243 · cross-district

#11 · Kolhapurcell 4800005203

distance 0.243

#12 · Ahmednagarcell 4660014311

distance 0.244 · cross-district

#13 · Kolhapurcell 4800005194

distance 0.25

#14 · Chhatrapati Sambhajinagarcell 4690006576

distance 0.25 · cross-district

#15 · Sanglicell 4930000516

distance 0.251 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690006505

distance 0.254 · cross-district

#17 · Kolhapurcell 4800005709

distance 0.255

#18 · Chhatrapati Sambhajinagarcell 4690006189

distance 0.255 · 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":4800005381}}}'

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.