Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002719

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003956

distance 0.175

#2 · Nandedcell 4850001465

distance 0.177

#3 · Parbhanicell 4890001188

distance 0.183 · cross-district

#4 · Laturcell 4810005830

distance 0.186 · cross-district

#5 · Nandedcell 4850002532

distance 0.2

#6 · Beedcell 4700007071

distance 0.201 · cross-district

#7 · Laturcell 4810005732

distance 0.204 · cross-district

#8 · Nandedcell 4850001464

distance 0.208

#9 · Nagpurcell 4840007265

distance 0.211 · cross-district

#10 · Beedcell 4700004121

distance 0.211 · cross-district

#11 · Beedcell 4700004118

distance 0.211 · cross-district

#12 · Nandedcell 4850002354

distance 0.215

#13 · Nandedcell 4850004317

distance 0.217

#14 · Nandedcell 4850004387

distance 0.217

#15 · Chhatrapati Sambhajinagarcell 4690000172

distance 0.223 · cross-district

#16 · Laturcell 4810001683

distance 0.223 · cross-district

#17 · Nandedcell 4850002630

distance 0.227

#18 · Nandedcell 4850001755

distance 0.231

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":4850002719}}}'

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.