Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000306

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

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000948

distance 0.214 · cross-district

#2 · Yavatmalcell 5000009395

distance 0.215 · cross-district

#3 · Washimcell 4990001867

distance 0.218 · cross-district

#4 · Yavatmalcell 5000009935

distance 0.219 · cross-district

#5 · Beedcell 4700008439

distance 0.227 · cross-district

#6 · Yavatmalcell 5000010629

distance 0.244 · cross-district

#7 · Nandedcell 4850002049

distance 0.244

#8 · Washimcell 4990001634

distance 0.249 · cross-district

#9 · Washimcell 4990002163

distance 0.255 · cross-district

#10 · Nandedcell 4850001881

distance 0.258

#11 · Nandedcell 4850000520

distance 0.263

#12 · Washimcell 4990000926

distance 0.266 · cross-district

#13 · Nandedcell 4850000216

distance 0.267

#14 · Beedcell 4700004301

distance 0.272 · cross-district

#15 · Washimcell 4990003740

distance 0.274 · cross-district

#16 · Yavatmalcell 5000010459

distance 0.274 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001228

distance 0.276 · cross-district

#18 · Nandedcell 4850002504

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":4850000306}}}'

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.