Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006940

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.326

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000000310

distance 0.326 · cross-district

#2 · Washimcell 4990001758

distance 0.328 · cross-district

#3 · Nandedcell 4850008745

distance 0.332

#4 · Sataracell 4940002269

distance 0.339 · cross-district

#5 · Parbhanicell 4890003209

distance 0.341 · cross-district

#6 · Chandrapurcell 4730001576

distance 0.351 · cross-district

#7 · Dharashivcell 4880006336

distance 0.353 · cross-district

#8 · Ahmednagarcell 4660013445

distance 0.354 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690005055

distance 0.363 · cross-district

#10 · Nandedcell 4850007918

distance 0.363

#11 · Jalgaoncell 4780004795

distance 0.366 · cross-district

#12 · Chandrapurcell 4730004044

distance 0.367 · cross-district

#13 · Jalgaoncell 4780004699

distance 0.367 · cross-district

#14 · Laturcell 4810004104

distance 0.369 · cross-district

#15 · Ahmednagarcell 4660010098

distance 0.37 · cross-district

#16 · Jalgaoncell 4780001660

distance 0.371 · cross-district

#17 · Gadchirolicell 4750003241

distance 0.377 · cross-district

#18 · Sataracell 4940000531

distance 0.379 · 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":4850006940}}}'

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.