Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002025

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002378

distance 0.164

#2 · Nandedcell 4850001341

distance 0.186

#3 · Nandedcell 4850001064

distance 0.188

#4 · Parbhanicell 4890001865

distance 0.202 · cross-district

#5 · Nandedcell 4850000584

distance 0.209

#6 · Nandedcell 4850000523

distance 0.214

#7 · Washimcell 4990003948

distance 0.216 · cross-district

#8 · Nagpurcell 4840001454

distance 0.218 · cross-district

#9 · Kolhapurcell 4800004105

distance 0.222 · cross-district

#10 · Solapurcell 4960006805

distance 0.226 · cross-district

#11 · Solapurcell 4960005603

distance 0.227 · cross-district

#12 · Beedcell 4700004486

distance 0.229 · cross-district

#13 · Dharashivcell 4880000258

distance 0.231 · cross-district

#14 · Solapurcell 4960006145

distance 0.231 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003661

distance 0.234 · cross-district

#16 · Jalnacell 4790003911

distance 0.234 · cross-district

#17 · Beedcell 4700000190

distance 0.235 · cross-district

#18 · Nandedcell 4850000809

distance 0.236

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":4850002025}}}'

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.