Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002422

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000180

distance 0.167

#2 · Chandrapurcell 4730000833

distance 0.216

#3 · Nagpurcell 4840000311

distance 0.246 · cross-district

#4 · Chandrapurcell 4730007177

distance 0.248

#5 · Nagpurcell 4840001795

distance 0.249 · cross-district

#6 · Chandrapurcell 4730000434

distance 0.253

#7 · Amravaticell 4680000265

distance 0.258 · cross-district

#8 · Chandrapurcell 4730002291

distance 0.265

#9 · Chandrapurcell 4730005210

distance 0.266

#10 · Chandrapurcell 4730002552

distance 0.268

#11 · Chandrapurcell 4730000512

distance 0.281

#12 · Nashikcell 4870009278

distance 0.283 · cross-district

#13 · Chandrapurcell 4730002069

distance 0.285

#14 · Chandrapurcell 4730002067

distance 0.288

#15 · Parbhanicell 4890002287

distance 0.296 · cross-district

#16 · Nagpurcell 4840001701

distance 0.296 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690006880

distance 0.296 · cross-district

#18 · Gadchirolicell 4750005242

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":4730002422}}}'

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.