Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003993

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004686

distance 0.221

#2 · Hingolicell 4770001426

distance 0.223 · cross-district

#3 · Nashikcell 4870008690

distance 0.239 · cross-district

#4 · Yavatmalcell 5000000782

distance 0.242 · cross-district

#5 · Nandedcell 4850004355

distance 0.248

#6 · Nandedcell 4850004558

distance 0.253

#7 · Akolacell 4670002636

distance 0.255 · cross-district

#8 · Punecell 4900003590

distance 0.257 · cross-district

#9 · Ahmednagarcell 4660013143

distance 0.257 · cross-district

#10 · Nandedcell 4850004270

distance 0.259

#11 · Nandedcell 4850004209

distance 0.261

#12 · Nashikcell 4870010191

distance 0.268 · cross-district

#13 · Ahmednagarcell 4660005672

distance 0.269 · cross-district

#14 · Nashikcell 4870010197

distance 0.271 · cross-district

#15 · Nashikcell 4870011448

distance 0.271 · cross-district

#16 · Nandedcell 4850004353

distance 0.273

#17 · Washimcell 4990002035

distance 0.273 · cross-district

#18 · Nashikcell 4870010323

distance 0.273 · 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":4850003993}}}'

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.