Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004681

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003312

distance 0.175

#2 · Nandedcell 4850003473

distance 0.217

#3 · Nandedcell 4850000158

distance 0.226

#4 · Jalnacell 4790000159

distance 0.23 · cross-district

#5 · Ahmednagarcell 4660013786

distance 0.24 · cross-district

#6 · Nandedcell 4850004618

distance 0.244

#7 · Chhatrapati Sambhajinagarcell 4690002328

distance 0.25 · cross-district

#8 · Akolacell 4670001023

distance 0.253 · cross-district

#9 · Ahmednagarcell 4660014147

distance 0.254 · cross-district

#10 · Ahmednagarcell 4660013793

distance 0.254 · cross-district

#11 · Nandedcell 4850004411

distance 0.258

#12 · Nandedcell 4850004205

distance 0.259

#13 · Chandrapurcell 4730001738

distance 0.26 · cross-district

#14 · Nashikcell 4870006077

distance 0.26 · cross-district

#15 · Hingolicell 4770000726

distance 0.261 · cross-district

#16 · Nandedcell 4850007260

distance 0.261

#17 · Nandedcell 4850006815

distance 0.263

#18 · Beedcell 4700000182

distance 0.266 · 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":4850004681}}}'

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.