Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003595

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003351

distance 0.145

#2 · Nandedcell 4850003280

distance 0.185

#3 · Beedcell 4700000208

distance 0.203 · cross-district

#4 · Laturcell 4810002791

distance 0.203 · cross-district

#5 · Nandedcell 4850003282

distance 0.21

#6 · Nandedcell 4850003909

distance 0.212

#7 · Nandedcell 4850008625

distance 0.214

#8 · Dharashivcell 4880001687

distance 0.215 · cross-district

#9 · Jalgaoncell 4780007798

distance 0.218 · cross-district

#10 · Beedcell 4700004299

distance 0.219 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002052

distance 0.223 · cross-district

#12 · Ahmednagarcell 4660009426

distance 0.224 · cross-district

#13 · Laturcell 4810004813

distance 0.224 · cross-district

#14 · Nandedcell 4850002481

distance 0.227

#15 · Beedcell 4700002345

distance 0.228 · cross-district

#16 · Washimcell 4990002700

distance 0.231 · cross-district

#17 · Hingolicell 4770000003

distance 0.233 · cross-district

#18 · Jalgaoncell 4780008500

distance 0.233 · 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":4850003595}}}'

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.