Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002488

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

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002618

distance 0.09

#2 · Chandrapurcell 4730002423

distance 0.111

#3 · Chandrapurcell 4730005159

distance 0.203

#4 · Gadchirolicell 4750010307

distance 0.245 · cross-district

#5 · Chandrapurcell 4730005467

distance 0.246

#6 · Gadchirolicell 4750011713

distance 0.246 · cross-district

#7 · Chandrapurcell 4730006005

distance 0.247

#8 · Chandrapurcell 4730005572

distance 0.251

#9 · Nagpurcell 4840006483

distance 0.253 · cross-district

#10 · Wardhacell 4980000029

distance 0.256 · cross-district

#11 · Chandrapurcell 4730006009

distance 0.257

#12 · Gadchirolicell 4750010179

distance 0.258 · cross-district

#13 · Nagpurcell 4840006473

distance 0.258 · cross-district

#14 · Chandrapurcell 4730005679

distance 0.259

#15 · Chandrapurcell 4730002077

distance 0.263

#16 · Gadchirolicell 4750010306

distance 0.266 · cross-district

#17 · Jalgaoncell 4780006913

distance 0.267 · cross-district

#18 · Chandrapurcell 4730001653

distance 0.269

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":4730002488}}}'

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.