Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003557

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

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003019

distance 0.14

#2 · Nandedcell 4850003477

distance 0.161

#3 · Nandedcell 4850003112

distance 0.18

#4 · Nandedcell 4850002934

distance 0.181

#5 · Nandedcell 4850004630

distance 0.183

#6 · Nandedcell 4850003302

distance 0.183

#7 · Akolacell 4670000915

distance 0.185 · cross-district

#8 · Akolacell 4670001248

distance 0.196 · cross-district

#9 · Nandedcell 4850000002

distance 0.197

#10 · Nandedcell 4850001168

distance 0.202

#11 · Nandedcell 4850003455

distance 0.203

#12 · Nandedcell 4850003207

distance 0.204

#13 · Chhatrapati Sambhajinagarcell 4690005304

distance 0.207 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690004052

distance 0.209 · cross-district

#15 · Nandedcell 4850002831

distance 0.21

#16 · Nandedcell 4850002843

distance 0.21

#17 · Chhatrapati Sambhajinagarcell 4690003942

distance 0.224 · cross-district

#18 · Akolacell 4670001436

distance 0.227 · 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":4850003557}}}'

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.