Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007071

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006845

distance 0.103

#2 · Chandrapurcell 4730006956

distance 0.154

#3 · Chandrapurcell 4730003281

distance 0.154

#4 · Chandrapurcell 4730008236

distance 0.158

#5 · Yavatmalcell 5000011343

distance 0.16 · cross-district

#6 · Yavatmalcell 5000010049

distance 0.166 · cross-district

#7 · Chandrapurcell 4730006955

distance 0.17

#8 · Chandrapurcell 4730006844

distance 0.171

#9 · Gadchirolicell 4750011452

distance 0.173 · cross-district

#10 · Chandrapurcell 4730006957

distance 0.175

#11 · Wardhacell 4980002165

distance 0.178 · cross-district

#12 · Yavatmalcell 5000011195

distance 0.181 · cross-district

#13 · Washimcell 4990004089

distance 0.181 · cross-district

#14 · Buldhanacell 4720002948

distance 0.183 · cross-district

#15 · Washimcell 4990002264

distance 0.184 · cross-district

#16 · Washimcell 4990003551

distance 0.185 · cross-district

#17 · Buldhanacell 4720001094

distance 0.186 · cross-district

#18 · Chandrapurcell 4730003159

distance 0.188

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":4730007071}}}'

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.