Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007277

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007390

distance 0.102

#2 · Chandrapurcell 4730007279

distance 0.109

#3 · Yavatmalcell 5000007558

distance 0.162 · cross-district

#4 · Chandrapurcell 4730007049

distance 0.165

#5 · Chandrapurcell 4730007162

distance 0.173

#6 · Yavatmalcell 5000004402

distance 0.178 · cross-district

#7 · Yavatmalcell 5000007423

distance 0.182 · cross-district

#8 · Chandrapurcell 4730005536

distance 0.182

#9 · Chandrapurcell 4730008404

distance 0.186

#10 · Yavatmalcell 5000006491

distance 0.186 · cross-district

#11 · Chandrapurcell 4730007503

distance 0.191

#12 · Wardhacell 4980003195

distance 0.191 · cross-district

#13 · Bhandaracell 4710001832

distance 0.195 · cross-district

#14 · Chandrapurcell 4730009222

distance 0.196

#15 · Wardhacell 4980003197

distance 0.199 · cross-district

#16 · Gadchirolicell 4750010130

distance 0.201 · cross-district

#17 · Chandrapurcell 4730008403

distance 0.202

#18 · Gadchirolicell 4750010194

distance 0.203 · 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":4730007277}}}'

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.