Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008137

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.274

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008600

distance 0.274

#2 · Nandedcell 4850007860

distance 0.278

#3 · Nandedcell 4850002485

distance 0.289

#4 · Washimcell 4990003334

distance 0.3 · cross-district

#5 · Hingolicell 4770000048

distance 0.301 · cross-district

#6 · Nandedcell 4850003350

distance 0.302

#7 · Yavatmalcell 5000000099

distance 0.303 · cross-district

#8 · Beedcell 4700008065

distance 0.306 · cross-district

#9 · Nandedcell 4850004914

distance 0.306

#10 · Nandedcell 4850007541

distance 0.314

#11 · Nandedcell 4850007657

distance 0.315

#12 · Chhatrapati Sambhajinagarcell 4690003280

distance 0.317 · cross-district

#13 · Yavatmalcell 5000002894

distance 0.317 · cross-district

#14 · Yavatmalcell 5000004993

distance 0.318 · cross-district

#15 · Beedcell 4700008023

distance 0.319 · cross-district

#16 · Nandedcell 4850006613

distance 0.319

#17 · Nandedcell 4850002934

distance 0.319

#18 · Yavatmalcell 5000002015

distance 0.32 · 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":4850008137}}}'

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.