Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008187

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720002431

distance 0.126 · cross-district

#2 · Nandedcell 4850008714

distance 0.126

#3 · Nandedcell 4850008416

distance 0.127

#4 · Nandedcell 4850008353

distance 0.129

#5 · Nandedcell 4850008352

distance 0.132

#6 · Nandedcell 4850008107

distance 0.133

#7 · Buldhanacell 4720002494

distance 0.139 · cross-district

#8 · Buldhanacell 4720002615

distance 0.143 · cross-district

#9 · Nandedcell 4850008575

distance 0.143

#10 · Nandedcell 4850008646

distance 0.144

#11 · Nandedcell 4850003902

distance 0.157

#12 · Washimcell 4990002915

distance 0.159 · cross-district

#13 · Buldhanacell 4720002301

distance 0.16 · cross-district

#14 · Washimcell 4990003260

distance 0.16 · cross-district

#15 · Buldhanacell 4720002351

distance 0.16 · cross-district

#16 · Nandedcell 4850008623

distance 0.161

#17 · Nandedcell 4850004316

distance 0.162

#18 · Buldhanacell 4720002616

distance 0.163 · 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":4850008187}}}'

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.