Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002396

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

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002589

distance 0.212

#2 · Chandrapurcell 4730001880

distance 0.222

#3 · Chandrapurcell 4730001960

distance 0.272

#4 · Chandrapurcell 4730002398

distance 0.274

#5 · Chandrapurcell 4730002453

distance 0.278

#6 · Chandrapurcell 4730001153

distance 0.279

#7 · Bhandaracell 4710001468

distance 0.279 · cross-district

#8 · Chandrapurcell 4730002044

distance 0.283

#9 · Chandrapurcell 4730002463

distance 0.284

#10 · Nagpurcell 4840003607

distance 0.288 · cross-district

#11 · Gadchirolicell 4750009735

distance 0.289 · cross-district

#12 · Chandrapurcell 4730000827

distance 0.29

#13 · Wardhacell 4980001251

distance 0.292 · cross-district

#14 · Chandrapurcell 4730002124

distance 0.293

#15 · Gadchirolicell 4750007969

distance 0.293 · cross-district

#16 · Nagpurcell 4840006382

distance 0.294 · cross-district

#17 · Chandrapurcell 4730002262

distance 0.296

#18 · Gadchirolicell 4750009560

distance 0.297 · 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":4730002396}}}'

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.