Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007148

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006665

distance 0.204

#2 · Chandrapurcell 4730007262

distance 0.205

#3 · Chandrapurcell 4730007029

distance 0.216

#4 · Chandrapurcell 4730007263

distance 0.225

#5 · Chandrapurcell 4730007578

distance 0.255

#6 · Chandrapurcell 4730007007

distance 0.256

#7 · Chandrapurcell 4730008997

distance 0.261

#8 · Chandrapurcell 4730009471

distance 0.267

#9 · Gadchirolicell 4750009937

distance 0.269 · cross-district

#10 · Gadchirolicell 4750009981

distance 0.27 · cross-district

#11 · Yavatmalcell 5000006378

distance 0.271 · cross-district

#12 · Gadchirolicell 4750009916

distance 0.276 · cross-district

#13 · Chandrapurcell 4730009315

distance 0.278

#14 · Nagpurcell 4840001188

distance 0.283 · cross-district

#15 · Bhandaracell 4710001722

distance 0.285 · cross-district

#16 · Gadchirolicell 4750009683

distance 0.291 · cross-district

#17 · Nagpurcell 4840006384

distance 0.292 · cross-district

#18 · Chandrapurcell 4730008925

distance 0.292

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":4730007148}}}'

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.