Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009321

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009381

distance 0.181

#2 · Chandrapurcell 4730009315

distance 0.195

#3 · Chandrapurcell 4730005460

distance 0.209

#4 · Yavatmalcell 5000006378

distance 0.221 · cross-district

#5 · Chandrapurcell 4730009619

distance 0.223

#6 · Chandrapurcell 4730009328

distance 0.223

#7 · Yavatmalcell 5000005114

distance 0.224 · cross-district

#8 · Chandrapurcell 4730005461

distance 0.226

#9 · Bhandaracell 4710001671

distance 0.227 · cross-district

#10 · Chandrapurcell 4730007351

distance 0.232

#11 · Chandrapurcell 4730007350

distance 0.233

#12 · Gondiacell 4760000240

distance 0.237 · cross-district

#13 · Chandrapurcell 4730007244

distance 0.249

#14 · Yavatmalcell 5000005113

distance 0.25 · cross-district

#15 · Nagpurcell 4840006384

distance 0.251 · cross-district

#16 · Chandrapurcell 4730007575

distance 0.253

#17 · Chandrapurcell 4730009709

distance 0.257

#18 · Chandrapurcell 4730009558

distance 0.26

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":4730009321}}}'

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.