Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006287

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

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006166

distance 0.268

#2 · Yavatmalcell 5000007688

distance 0.278 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690002247

distance 0.279 · cross-district

#4 · Chandrapurcell 4730006994

distance 0.282

#5 · Chandrapurcell 4730001205

distance 0.286

#6 · Nagpurcell 4840001884

distance 0.29 · cross-district

#7 · Chandrapurcell 4730002948

distance 0.29

#8 · Gadchirolicell 4750004792

distance 0.294 · cross-district

#9 · Yavatmalcell 5000003035

distance 0.295 · cross-district

#10 · Nagpurcell 4840006228

distance 0.297 · cross-district

#11 · Yavatmalcell 5000002171

distance 0.297 · cross-district

#12 · Chandrapurcell 4730002222

distance 0.299

#13 · Chandrapurcell 4730006041

distance 0.301

#14 · Yavatmalcell 5000006489

distance 0.302 · cross-district

#15 · Gadchirolicell 4750008154

distance 0.303 · cross-district

#16 · Gadchirolicell 4750003408

distance 0.303 · cross-district

#17 · Chandrapurcell 4730001925

distance 0.307

#18 · Chhatrapati Sambhajinagarcell 4690002553

distance 0.307 · 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":4730006287}}}'

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.