Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007256

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007460

distance 0.15

#2 · Chandrapurcell 4730009372

distance 0.177

#3 · Chandrapurcell 4730006117

distance 0.186

#4 · Chandrapurcell 4730008575

distance 0.187

#5 · Chandrapurcell 4730007461

distance 0.188

#6 · Chandrapurcell 4730009118

distance 0.19

#7 · Chandrapurcell 4730009184

distance 0.194

#8 · Yavatmalcell 5000005784

distance 0.218 · cross-district

#9 · Bhandaracell 4710001237

distance 0.221 · cross-district

#10 · Bhandaracell 4710001087

distance 0.224 · cross-district

#11 · Gadchirolicell 4750009794

distance 0.226 · cross-district

#12 · Gadchirolicell 4750009733

distance 0.226 · cross-district

#13 · Yavatmalcell 5000006076

distance 0.228 · cross-district

#14 · Gadchirolicell 4750010313

distance 0.235 · cross-district

#15 · Nagpurcell 4840004860

distance 0.236 · cross-district

#16 · Chandrapurcell 4730009382

distance 0.236

#17 · Gadchirolicell 4750009675

distance 0.236 · cross-district

#18 · Yavatmalcell 5000006352

distance 0.237 · 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":4730007256}}}'

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.