Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007187

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007712

distance 0.118

#2 · Yavatmalcell 5000001174

distance 0.155 · cross-district

#3 · Hingolicell 4770001670

distance 0.174 · cross-district

#4 · Nandedcell 4850002208

distance 0.19

#5 · Nandedcell 4850003541

distance 0.191

#6 · Hingolicell 4770001202

distance 0.193 · cross-district

#7 · Hingolicell 4770000548

distance 0.193 · cross-district

#8 · Washimcell 4990002618

distance 0.207 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690005666

distance 0.208 · cross-district

#10 · Hingolicell 4770000707

distance 0.21 · cross-district

#11 · Yavatmalcell 5000001784

distance 0.211 · cross-district

#12 · Akolacell 4670000798

distance 0.214 · cross-district

#13 · Yavatmalcell 5000001074

distance 0.216 · cross-district

#14 · Nashikcell 4870005787

distance 0.217 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690005493

distance 0.217 · cross-district

#16 · Hingolicell 4770001073

distance 0.219 · cross-district

#17 · Nandedcell 4850003304

distance 0.219

#18 · Nandedcell 4850000170

distance 0.22

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":4850007187}}}'

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.