Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002296

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

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001831

distance 0.126

#2 · Chandrapurcell 4730001195

distance 0.134

#3 · Chandrapurcell 4730002297

distance 0.139

#4 · Chandrapurcell 4730002294

distance 0.144

#5 · Chandrapurcell 4730002685

distance 0.15

#6 · Yavatmalcell 5000001871

distance 0.155 · cross-district

#7 · Chandrapurcell 4730002482

distance 0.167

#8 · Yavatmalcell 5000001614

distance 0.169 · cross-district

#9 · Nagpurcell 4840005075

distance 0.172 · cross-district

#10 · Chandrapurcell 4730002896

distance 0.172

#11 · Nagpurcell 4840004706

distance 0.175 · cross-district

#12 · Chandrapurcell 4730000873

distance 0.176

#13 · Nagpurcell 4840005077

distance 0.178 · cross-district

#14 · Yavatmalcell 5000001682

distance 0.181 · cross-district

#15 · Chandrapurcell 4730002561

distance 0.181

#16 · Akolacell 4670000161

distance 0.187 · cross-district

#17 · Chandrapurcell 4730002897

distance 0.188

#18 · Nagpurcell 4840005203

distance 0.188 · 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":4730002296}}}'

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.