Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002290

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002058

distance 0.183 · cross-district

#2 · Nandedcell 4850002132

distance 0.187

#3 · Hingolicell 4770000398

distance 0.195 · cross-district

#4 · Nandedcell 4850007259

distance 0.219

#5 · Nandedcell 4850000267

distance 0.228

#6 · Washimcell 4990001683

distance 0.233 · cross-district

#7 · Beedcell 4700008446

distance 0.234 · cross-district

#8 · Hingolicell 4770000727

distance 0.253 · cross-district

#9 · Buldhanacell 4720000641

distance 0.257 · cross-district

#10 · Nandedcell 4850000205

distance 0.257

#11 · Jalgaoncell 4780006021

distance 0.263 · cross-district

#12 · Akolacell 4670000418

distance 0.263 · cross-district

#13 · Nandedcell 4850001597

distance 0.264

#14 · Dharashivcell 4880001067

distance 0.264 · cross-district

#15 · Akolacell 4670000971

distance 0.271 · cross-district

#16 · Jalgaoncell 4780006703

distance 0.274 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003657

distance 0.275 · cross-district

#18 · Washimcell 4990001506

distance 0.275 · 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":4850002290}}}'

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.