Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003423

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810006014

distance 0.197 · cross-district

#2 · Parbhanicell 4890000784

distance 0.198 · cross-district

#3 · Laturcell 4810006015

distance 0.221 · cross-district

#4 · Nandedcell 4850003342

distance 0.222

#5 · Nandedcell 4850001912

distance 0.224

#6 · Ahmednagarcell 4660009116

distance 0.247 · cross-district

#7 · Nandedcell 4850001384

distance 0.248

#8 · Laturcell 4810005792

distance 0.253 · cross-district

#9 · Laturcell 4810005598

distance 0.259 · cross-district

#10 · Nandedcell 4850002980

distance 0.263

#11 · Nandedcell 4850001205

distance 0.265

#12 · Parbhanicell 4890000408

distance 0.266 · cross-district

#13 · Parbhanicell 4890000492

distance 0.266 · cross-district

#14 · Nandedcell 4850003647

distance 0.27

#15 · Dharashivcell 4880006122

distance 0.272 · cross-district

#16 · Nandedcell 4850001699

distance 0.274

#17 · Parbhanicell 4890000330

distance 0.278 · cross-district

#18 · Laturcell 4810006075

distance 0.278 · 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":485,"cluster_id":4850003423}}}'

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.