Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008105

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.337

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003297

distance 0.337 · cross-district

#2 · Chandrapurcell 4730003044

distance 0.347

#3 · Nagpurcell 4840004733

distance 0.347 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690001317

distance 0.365 · cross-district

#5 · Amravaticell 4680006743

distance 0.369 · cross-district

#6 · Gadchirolicell 4750009010

distance 0.392 · cross-district

#7 · Amravaticell 4680007554

distance 0.402 · cross-district

#8 · Gadchirolicell 4750007670

distance 0.404 · cross-district

#9 · Parbhanicell 4890001780

distance 0.42 · cross-district

#10 · Solapurcell 4960011260

distance 0.426 · cross-district

#11 · Chandrapurcell 4730003457

distance 0.427

#12 · Chandrapurcell 4730003456

distance 0.43

#13 · Nagpurcell 4840001077

distance 0.431 · cross-district

#14 · Chandrapurcell 4730002448

distance 0.434

#15 · Chandrapurcell 4730004321

distance 0.436

#16 · Nagpurcell 4840004618

distance 0.439 · cross-district

#17 · Amravaticell 4680006882

distance 0.443 · cross-district

#18 · Kolhapurcell 4800001788

distance 0.451 · 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":4730008105}}}'

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.