Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002172

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002631

distance 0.233

#2 · Nandedcell 4850001311

distance 0.236

#3 · Nandedcell 4850001093

distance 0.248

#4 · Laturcell 4810002068

distance 0.255 · cross-district

#5 · Nandedcell 4850001534

distance 0.257

#6 · Nandedcell 4850002353

distance 0.259

#7 · Nandedcell 4850002716

distance 0.263

#8 · Nandedcell 4850001394

distance 0.264

#9 · Buldhanacell 4720001141

distance 0.269 · cross-district

#10 · Nandedcell 4850002985

distance 0.27

#11 · Dharashivcell 4880003439

distance 0.275 · cross-district

#12 · Nandedcell 4850002355

distance 0.275

#13 · Buldhanacell 4720001086

distance 0.276 · cross-district

#14 · Laturcell 4810001174

distance 0.276 · cross-district

#15 · Beedcell 4700004650

distance 0.276 · cross-district

#16 · Laturcell 4810005835

distance 0.281 · cross-district

#17 · Nandedcell 4850002721

distance 0.282

#18 · Nandedcell 4850001379

distance 0.283

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":4850002172}}}'

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.