Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008256

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007769

distance 0.144

#2 · Chandrapurcell 4730008073

distance 0.158

#3 · Nagpurcell 4840001085

distance 0.181 · cross-district

#4 · Chandrapurcell 4730007550

distance 0.184

#5 · Chandrapurcell 4730007771

distance 0.188

#6 · Chandrapurcell 4730007689

distance 0.203

#7 · Wardhacell 4980000820

distance 0.205 · cross-district

#8 · Chandrapurcell 4730007977

distance 0.211

#9 · Chandrapurcell 4730008206

distance 0.213

#10 · Chandrapurcell 4730008652

distance 0.213

#11 · Chandrapurcell 4730007746

distance 0.219

#12 · Chandrapurcell 4730007351

distance 0.221

#13 · Nagpurcell 4840001028

distance 0.221 · cross-district

#14 · Chandrapurcell 4730009095

distance 0.225

#15 · Nagpurcell 4840001014

distance 0.226 · cross-district

#16 · Gadchirolicell 4750009733

distance 0.229 · cross-district

#17 · Yavatmalcell 5000008237

distance 0.23 · cross-district

#18 · Chandrapurcell 4730008575

distance 0.23

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":4730008256}}}'

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.