Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004138

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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002889

distance 0.099

#2 · Chandrapurcell 4730003878

distance 0.128

#3 · Chandrapurcell 4730001742

distance 0.131

#4 · Yavatmalcell 5000001611

distance 0.132 · cross-district

#5 · Chandrapurcell 4730004132

distance 0.136

#6 · Chandrapurcell 4730002894

distance 0.137

#7 · Chandrapurcell 4730001484

distance 0.142

#8 · Hingolicell 4770000396

distance 0.146 · cross-district

#9 · Chandrapurcell 4730002413

distance 0.146

#10 · Chandrapurcell 4730002751

distance 0.148

#11 · Nandedcell 4850002564

distance 0.149 · cross-district

#12 · Chandrapurcell 4730003233

distance 0.149

#13 · Chandrapurcell 4730001149

distance 0.149

#14 · Nandedcell 4850002658

distance 0.151 · cross-district

#15 · Chandrapurcell 4730001234

distance 0.151

#16 · Yavatmalcell 5000001545

distance 0.153 · cross-district

#17 · Yavatmalcell 5000001482

distance 0.153 · cross-district

#18 · Chandrapurcell 4730002895

distance 0.154

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":4730004138}}}'

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.