Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005501

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005596

distance 0.205

#2 · Chandrapurcell 4730005399

distance 0.206

#3 · Chandrapurcell 4730005931

distance 0.211

#4 · Chandrapurcell 4730005708

distance 0.212

#5 · Chandrapurcell 4730006162

distance 0.213

#6 · Yavatmalcell 5000002577

distance 0.218 · cross-district

#7 · Nagpurcell 4840005201

distance 0.226 · cross-district

#8 · Chandrapurcell 4730005714

distance 0.231

#9 · Nagpurcell 4840005329

distance 0.232 · cross-district

#10 · Chandrapurcell 4730005499

distance 0.238

#11 · Chandrapurcell 4730005199

distance 0.239

#12 · Chandrapurcell 4730006054

distance 0.24

#13 · Chandrapurcell 4730006173

distance 0.241

#14 · Chandrapurcell 4730006165

distance 0.242

#15 · Parbhanicell 4890002212

distance 0.242 · cross-district

#16 · Parbhanicell 4890002199

distance 0.243 · cross-district

#17 · Yavatmalcell 5000004131

distance 0.245 · cross-district

#18 · Chandrapurcell 4730005935

distance 0.246

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":4730005501}}}'

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.