Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002173

The MH-36 locality cells most similar to this Nanded 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001357

distance 0.244 · cross-district

#2 · Nandedcell 4850002805

distance 0.244

#3 · Parbhanicell 4890000194

distance 0.249 · cross-district

#4 · Nandedcell 4850002705

distance 0.252

#5 · Akolacell 4670000112

distance 0.254 · cross-district

#6 · Laturcell 4810001895

distance 0.258 · cross-district

#7 · Beedcell 4700001956

distance 0.26 · cross-district

#8 · Washimcell 4990003334

distance 0.264 · cross-district

#9 · Nandedcell 4850002345

distance 0.264

#10 · Nandedcell 4850002909

distance 0.266

#11 · Ahmednagarcell 4660005603

distance 0.268 · cross-district

#12 · Beedcell 4700008065

distance 0.269 · cross-district

#13 · Nandedcell 4850001892

distance 0.27

#14 · Parbhanicell 4890000082

distance 0.27 · cross-district

#15 · Laturcell 4810005963

distance 0.272 · cross-district

#16 · Parbhanicell 4890000279

distance 0.274 · cross-district

#17 · Laturcell 4810005783

distance 0.277 · cross-district

#18 · Nandedcell 4850004773

distance 0.277

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":485,"cluster_id":4850002173}}}'

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.