Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008295

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

0.044

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007359

distance 0.044

#2 · Chandrapurcell 4730007355

distance 0.085

#3 · Bhandaracell 4710001327

distance 0.138 · cross-district

#4 · Bhandaracell 4710000600

distance 0.147 · cross-district

#5 · Chandrapurcell 4730006124

distance 0.157

#6 · Chandrapurcell 4730008355

distance 0.179

#7 · Gadchirolicell 4750009367

distance 0.179 · cross-district

#8 · Chandrapurcell 4730004027

distance 0.18

#9 · Chandrapurcell 4730007895

distance 0.184

#10 · Yavatmalcell 5000008809

distance 0.189 · cross-district

#11 · Chandrapurcell 4730005466

distance 0.189

#12 · Gadchirolicell 4750011242

distance 0.19 · cross-district

#13 · Bhandaracell 4710000817

distance 0.192 · cross-district

#14 · Chandrapurcell 4730007239

distance 0.195

#15 · Bhandaracell 4710001289

distance 0.197 · cross-district

#16 · Bhandaracell 4710001248

distance 0.198 · cross-district

#17 · Gadchirolicell 4750009731

distance 0.199 · cross-district

#18 · Chandrapurcell 4730004677

distance 0.199

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":4730008295}}}'

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.