Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005199

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005299

distance 0.142

#2 · Chandrapurcell 4730005198

distance 0.144

#3 · Yavatmalcell 5000006286

distance 0.155 · cross-district

#4 · Chandrapurcell 4730005106

distance 0.162

#5 · Yavatmalcell 5000002473

distance 0.165 · cross-district

#6 · Yavatmalcell 5000006945

distance 0.174 · cross-district

#7 · Yavatmalcell 5000004874

distance 0.175 · cross-district

#8 · Chandrapurcell 4730005201

distance 0.175

#9 · Chandrapurcell 4730005297

distance 0.176

#10 · Chandrapurcell 4730006162

distance 0.178

#11 · Nagpurcell 4840001003

distance 0.18 · cross-district

#12 · Yavatmalcell 5000004262

distance 0.181 · cross-district

#13 · Amravaticell 4680004274

distance 0.181 · cross-district

#14 · Chandrapurcell 4730001011

distance 0.181

#15 · Chandrapurcell 4730006163

distance 0.183

#16 · Yavatmalcell 5000009945

distance 0.184 · cross-district

#17 · Chandrapurcell 4730005607

distance 0.185

#18 · Yavatmalcell 5000005534

distance 0.189 · cross-district

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":4730005199}}}'

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.