Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008670

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008673

distance 0.167

#2 · Nandedcell 4850008772

distance 0.207

#3 · Nandedcell 4850008302

distance 0.212

#4 · Nandedcell 4850001976

distance 0.215

#5 · Nandedcell 4850008189

distance 0.229

#6 · Nandedcell 4850008568

distance 0.23

#7 · Amravaticell 4680009477

distance 0.231 · cross-district

#8 · Nagpurcell 4840007254

distance 0.248 · cross-district

#9 · Nandedcell 4850008648

distance 0.25

#10 · Yavatmalcell 5000001944

distance 0.25 · cross-district

#11 · Ahmednagarcell 4660007415

distance 0.251 · cross-district

#12 · Gadchirolicell 4750011891

distance 0.254 · cross-district

#13 · Yavatmalcell 5000005522

distance 0.254 · cross-district

#14 · Nandedcell 4850007368

distance 0.256

#15 · Ahmednagarcell 4660008802

distance 0.258 · cross-district

#16 · Gadchirolicell 4750011775

distance 0.259 · cross-district

#17 · Parbhanicell 4890003593

distance 0.261 · cross-district

#18 · Yavatmalcell 5000002184

distance 0.262 · 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":4850008670}}}'

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.