Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001221

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000774

distance 0.089

#2 · Chandrapurcell 4730000690

distance 0.112

#3 · Chandrapurcell 4730000780

distance 0.122

#4 · Chandrapurcell 4730001309

distance 0.156

#5 · Chandrapurcell 4730000691

distance 0.158

#6 · Chandrapurcell 4730001308

distance 0.161

#7 · Chandrapurcell 4730001312

distance 0.166

#8 · Chandrapurcell 4730001220

distance 0.168

#9 · Chandrapurcell 4730000613

distance 0.173

#10 · Chandrapurcell 4730001311

distance 0.175

#11 · Chandrapurcell 4730000926

distance 0.176

#12 · Chandrapurcell 4730001038

distance 0.177

#13 · Chandrapurcell 4730000856

distance 0.183

#14 · Chandrapurcell 4730001396

distance 0.187

#15 · Chandrapurcell 4730000626

distance 0.189

#16 · Chandrapurcell 4730000692

distance 0.191

#17 · Chandrapurcell 4730000942

distance 0.193

#18 · Chandrapurcell 4730001129

distance 0.196

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":4730001221}}}'

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.