Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002256

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002258

distance 0.192

#2 · Bhandaracell 4710001480

distance 0.193 · cross-district

#3 · Chandrapurcell 4730003510

distance 0.194

#4 · Chandrapurcell 4730004310

distance 0.225

#5 · Gadchirolicell 4750008850

distance 0.228 · cross-district

#6 · Chandrapurcell 4730004885

distance 0.239

#7 · Chandrapurcell 4730002041

distance 0.243

#8 · Jalgaoncell 4780006817

distance 0.244 · cross-district

#9 · Chandrapurcell 4730007685

distance 0.244

#10 · Jalgaoncell 4780006666

distance 0.245 · cross-district

#11 · Gadchirolicell 4750007824

distance 0.245 · cross-district

#12 · Nagpurcell 4840005346

distance 0.247 · cross-district

#13 · Jalgaoncell 4780006815

distance 0.256 · cross-district

#14 · Yavatmalcell 5000010275

distance 0.257 · cross-district

#15 · Chandrapurcell 4730002253

distance 0.257

#16 · Washimcell 4990004141

distance 0.261 · cross-district

#17 · Washimcell 4990004072

distance 0.265 · cross-district

#18 · Akolacell 4670004615

distance 0.266 · 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":4730002256}}}'

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.