Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002312

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002399

distance 0.139

#2 · Jalgaoncell 4780009832

distance 0.163 · cross-district

#3 · Jalgaoncell 4780009837

distance 0.167 · cross-district

#4 · Nandedcell 4850003093

distance 0.172

#5 · Akolacell 4670000118

distance 0.173 · cross-district

#6 · Nandedcell 4850008177

distance 0.174

#7 · Jalgaoncell 4780009659

distance 0.175 · cross-district

#8 · Jalgaoncell 4780008844

distance 0.175 · cross-district

#9 · Jalgaoncell 4780009658

distance 0.177 · cross-district

#10 · Nandedcell 4850008235

distance 0.179

#11 · Jalgaoncell 4780009355

distance 0.18 · cross-district

#12 · Jalgaoncell 4780009657

distance 0.183 · cross-district

#13 · Nandedcell 4850003192

distance 0.183

#14 · Nandedcell 4850002999

distance 0.183

#15 · Jalgaoncell 4780009661

distance 0.188 · cross-district

#16 · Jalgaoncell 4780009152

distance 0.189 · cross-district

#17 · Nandedcell 4850003366

distance 0.189

#18 · Beedcell 4700003952

distance 0.19 · 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":4850002312}}}'

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.