Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000534

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001155

distance 0.217 · cross-district

#2 · Nandedcell 4850000503

distance 0.232

#3 · Buldhanacell 4720001323

distance 0.234 · cross-district

#4 · Nandedcell 4850000787

distance 0.235

#5 · Beedcell 4700003795

distance 0.238 · cross-district

#6 · Buldhanacell 4720002940

distance 0.238 · cross-district

#7 · Beedcell 4700008265

distance 0.24 · cross-district

#8 · Buldhanacell 4720001322

distance 0.249 · cross-district

#9 · Washimcell 4990002422

distance 0.254 · cross-district

#10 · Dharashivcell 4880000471

distance 0.256 · cross-district

#11 · Dharashivcell 4880000407

distance 0.257 · cross-district

#12 · Yavatmalcell 5000002118

distance 0.26 · cross-district

#13 · Nandedcell 4850001168

distance 0.261

#14 · Nandedcell 4850002139

distance 0.264

#15 · Beedcell 4700001802

distance 0.268 · cross-district

#16 · Beedcell 4700003946

distance 0.27 · cross-district

#17 · Buldhanacell 4720000783

distance 0.27 · cross-district

#18 · Beedcell 4700003459

distance 0.27 · 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":4850000534}}}'

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.