Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003724

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003054

distance 0.153

#2 · Chandrapurcell 4730003208

distance 0.157

#3 · Chandrapurcell 4730003341

distance 0.161

#4 · Chandrapurcell 4730002651

distance 0.163

#5 · Chandrapurcell 4730003723

distance 0.169

#6 · Chandrapurcell 4730003140

distance 0.177

#7 · Chandrapurcell 4730003711

distance 0.179

#8 · Chandrapurcell 4730004353

distance 0.179

#9 · Chandrapurcell 4730003722

distance 0.184

#10 · Chandrapurcell 4730002717

distance 0.184

#11 · Gadchirolicell 4750005346

distance 0.186 · cross-district

#12 · Chandrapurcell 4730003133

distance 0.186

#13 · Chandrapurcell 4730003001

distance 0.186

#14 · Chandrapurcell 4730003275

distance 0.187

#15 · Gadchirolicell 4750005519

distance 0.187 · cross-district

#16 · Chandrapurcell 4730003999

distance 0.188

#17 · Chandrapurcell 4730004172

distance 0.188

#18 · Chandrapurcell 4730003277

distance 0.194

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":4730003724}}}'

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.