Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006441

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009390

distance 0.294

#2 · Chandrapurcell 4730008976

distance 0.304

#3 · Yavatmalcell 5000007403

distance 0.305 · cross-district

#4 · Nagpurcell 4840002547

distance 0.314 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690002016

distance 0.317 · cross-district

#6 · Chandrapurcell 4730009117

distance 0.318

#7 · Gondiacell 4760000658

distance 0.32 · cross-district

#8 · Nagpurcell 4840007136

distance 0.326 · cross-district

#9 · Chandrapurcell 4730006667

distance 0.344

#10 · Nagpurcell 4840006006

distance 0.347 · cross-district

#11 · Gadchirolicell 4750009795

distance 0.351 · cross-district

#12 · Chandrapurcell 4730007120

distance 0.352

#13 · Gondiacell 4760000276

distance 0.353 · cross-district

#14 · Nagpurcell 4840003555

distance 0.354 · cross-district

#15 · Gadchirolicell 4750010632

distance 0.358 · cross-district

#16 · Chandrapurcell 4730005537

distance 0.36

#17 · Bhandaracell 4710000424

distance 0.362 · cross-district

#18 · Gadchirolicell 4750009733

distance 0.363 · 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":4730006441}}}'

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.