Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001537

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

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002526

distance 0.168

#2 · Nandedcell 4850002018

distance 0.169

#3 · Nandedcell 4850001338

distance 0.171

#4 · Nandedcell 4850001393

distance 0.178

#5 · Nandedcell 4850001145

distance 0.185

#6 · Nandedcell 4850001934

distance 0.186

#7 · Parbhanicell 4890001384

distance 0.187 · cross-district

#8 · Laturcell 4810006158

distance 0.189 · cross-district

#9 · Nandedcell 4850001150

distance 0.19

#10 · Laturcell 4810005832

distance 0.19 · cross-district

#11 · Beedcell 4700001801

distance 0.195 · cross-district

#12 · Nandedcell 4850001045

distance 0.195

#13 · Nandedcell 4850004256

distance 0.197

#14 · Dharashivcell 4880003249

distance 0.198 · cross-district

#15 · Dharashivcell 4880003297

distance 0.199 · cross-district

#16 · Parbhanicell 4890000436

distance 0.199 · cross-district

#17 · Nandedcell 4850001456

distance 0.202

#18 · Beedcell 4700004808

distance 0.202 · 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":4850001537}}}'

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.