Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003572

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

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006083

distance 0.131

#2 · Chandrapurcell 4730003814

distance 0.151

#3 · Chandrapurcell 4730004091

distance 0.155

#4 · Chandrapurcell 4730003815

distance 0.156

#5 · Chandrapurcell 4730004904

distance 0.161

#6 · Chandrapurcell 4730003399

distance 0.166

#7 · Chandrapurcell 4730003495

distance 0.168

#8 · Chandrapurcell 4730006783

distance 0.169

#9 · Gadchirolicell 4750008633

distance 0.169 · cross-district

#10 · Chandrapurcell 4730003335

distance 0.169

#11 · Chandrapurcell 4730007221

distance 0.171

#12 · Chandrapurcell 4730007220

distance 0.172

#13 · Chandrapurcell 4730004183

distance 0.177

#14 · Chandrapurcell 4730006991

distance 0.177

#15 · Gadchirolicell 4750010906

distance 0.179 · cross-district

#16 · Chandrapurcell 4730003338

distance 0.181

#17 · Chandrapurcell 4730003396

distance 0.182

#18 · Chandrapurcell 4730002646

distance 0.182

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":4730003572}}}'

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.