Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002802

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 14 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.349

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990003026

distance 0.349 · cross-district

#2 · Sanglicell 4930002768

distance 0.36 · cross-district

#3 · Beedcell 4700001328

distance 0.362 · cross-district

#4 · Nashikcell 4870007389

distance 0.367 · cross-district

#5 · Laturcell 4810001786

distance 0.38 · cross-district

#6 · Yavatmalcell 5000010824

distance 0.383 · cross-district

#7 · Jalnacell 4790001794

distance 0.388 · cross-district

#8 · Buldhanacell 4720001644

distance 0.394 · cross-district

#9 · Beedcell 4700003114

distance 0.395 · cross-district

#10 · Beedcell 4700008498

distance 0.397 · cross-district

#11 · Amravaticell 4680001307

distance 0.414 · cross-district

#12 · Kolhapurcell 4800004172

distance 0.418 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001316

distance 0.421 · cross-district

#14 · Jalgaoncell 4780007845

distance 0.426 · cross-district

#15 · Nagpurcell 4840006721

distance 0.427 · cross-district

#16 · Buldhanacell 4720006623

distance 0.436 · cross-district

#17 · Dharashivcell 4880003081

distance 0.438 · cross-district

#18 · Laturcell 4810005857

distance 0.442 · 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":4850002802}}}'

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.