Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004669

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007247

distance 0.116

#2 · Chandrapurcell 4730007123

distance 0.121

#3 · Chandrapurcell 4730004967

distance 0.138

#4 · Chandrapurcell 4730007131

distance 0.143

#5 · Chandrapurcell 4730006894

distance 0.157

#6 · Chandrapurcell 4730004784

distance 0.161

#7 · Chandrapurcell 4730005261

distance 0.162

#8 · Gondiacell 4760000305

distance 0.172 · cross-district

#9 · Chandrapurcell 4730004687

distance 0.173

#10 · Chandrapurcell 4730005060

distance 0.174

#11 · Chandrapurcell 4730005163

distance 0.178

#12 · Chandrapurcell 4730005067

distance 0.18

#13 · Bhandaracell 4710000337

distance 0.18 · cross-district

#14 · Chandrapurcell 4730004578

distance 0.186

#15 · Chandrapurcell 4730004960

distance 0.186

#16 · Gadchirolicell 4750010709

distance 0.187 · cross-district

#17 · Chandrapurcell 4730007103

distance 0.187

#18 · Gondiacell 4760000144

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":4730004669}}}'

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.