Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008936

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 7 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008806

distance 0.143

#2 · Nandedcell 4850008467

distance 0.221

#3 · Nandedcell 4850008463

distance 0.233

#4 · Buldhanacell 4720002485

distance 0.234 · cross-district

#5 · Wardhacell 4980004591

distance 0.245 · cross-district

#6 · Nandedcell 4850008902

distance 0.249

#7 · Jalnacell 4790001048

distance 0.252 · cross-district

#8 · Nandedcell 4850008571

distance 0.253

#9 · Beedcell 4700008485

distance 0.254 · cross-district

#10 · Nandedcell 4850007799

distance 0.255

#11 · Jalnacell 4790002802

distance 0.256 · cross-district

#12 · Parbhanicell 4890003291

distance 0.257 · cross-district

#13 · Jalgaoncell 4780001686

distance 0.257 · cross-district

#14 · Nandedcell 4850008073

distance 0.258

#15 · Beedcell 4700006734

distance 0.259 · cross-district

#16 · Nandedcell 4850008897

distance 0.26

#17 · Nandedcell 4850008943

distance 0.26

#18 · Beedcell 4700006725

distance 0.26 · 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":4850008936}}}'

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.