Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001640

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

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001357

distance 0.215

#2 · Hingolicell 4770000450

distance 0.218 · cross-district

#3 · Nandedcell 4850003390

distance 0.237

#4 · Dharashivcell 4880000566

distance 0.24 · cross-district

#5 · Nandedcell 4850001486

distance 0.242

#6 · Nandedcell 4850001187

distance 0.242

#7 · Buldhanacell 4720000650

distance 0.244 · cross-district

#8 · Akolacell 4670002093

distance 0.246 · cross-district

#9 · Jalgaoncell 4780005325

distance 0.25 · cross-district

#10 · Washimcell 4990002886

distance 0.253 · cross-district

#11 · Parbhanicell 4890002606

distance 0.253 · cross-district

#12 · Beedcell 4700008600

distance 0.254 · cross-district

#13 · Chandrapurcell 4730002178

distance 0.259 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690005836

distance 0.259 · cross-district

#15 · Kolhapurcell 4800005118

distance 0.26 · cross-district

#16 · Nashikcell 4870003295

distance 0.261 · cross-district

#17 · Beedcell 4700005322

distance 0.261 · cross-district

#18 · Ahmednagarcell 4660010078

distance 0.261 · 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":4850001640}}}'

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.