Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008170

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007357

distance 0.219

#2 · Yavatmalcell 5000000880

distance 0.223 · cross-district

#3 · Yavatmalcell 5000002185

distance 0.228 · cross-district

#4 · Nandedcell 4850007295

distance 0.234

#5 · Nandedcell 4850008367

distance 0.245

#6 · Nandedcell 4850007291

distance 0.252

#7 · Parbhanicell 4890002392

distance 0.253 · cross-district

#8 · Yavatmalcell 5000000936

distance 0.254 · cross-district

#9 · Nandedcell 4850008072

distance 0.26

#10 · Parbhanicell 4890003207

distance 0.264 · cross-district

#11 · Yavatmalcell 5000001162

distance 0.266 · cross-district

#12 · Nandedcell 4850006101

distance 0.27

#13 · Nandedcell 4850007449

distance 0.27

#14 · Parbhanicell 4890002885

distance 0.274 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001562

distance 0.277 · cross-district

#16 · Beedcell 4700008109

distance 0.278 · cross-district

#17 · Nandedcell 4850003910

distance 0.28

#18 · Parbhanicell 4890003384

distance 0.281 · 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":4850008170}}}'

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.