Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004720

The MH-36 locality cells most similar to this Chandrapur 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

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004721

distance 0.208

#2 · Gadchirolicell 4750005232

distance 0.24 · cross-district

#3 · Gadchirolicell 4750006342

distance 0.245 · cross-district

#4 · Chandrapurcell 4730007448

distance 0.248

#5 · Gadchirolicell 4750007183

distance 0.249 · cross-district

#6 · Gadchirolicell 4750005930

distance 0.257 · cross-district

#7 · Gadchirolicell 4750005758

distance 0.258 · cross-district

#8 · Chandrapurcell 4730002238

distance 0.262

#9 · Gadchirolicell 4750005843

distance 0.264 · cross-district

#10 · Gadchirolicell 4750006503

distance 0.266 · cross-district

#11 · Gadchirolicell 4750003137

distance 0.267 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000207

distance 0.272 · cross-district

#13 · Gadchirolicell 4750006662

distance 0.272 · cross-district

#14 · Gadchirolicell 4750005931

distance 0.273 · cross-district

#15 · Chandrapurcell 4730007626

distance 0.274

#16 · Gadchirolicell 4750006742

distance 0.275 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001588

distance 0.275 · cross-district

#18 · Yavatmalcell 5000007277

distance 0.275 · 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":473,"cluster_id":4730004720}}}'

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.