Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005407

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003531

distance 0.184

#2 · Nandedcell 4850003354

distance 0.195

#3 · Nandedcell 4850004059

distance 0.208

#4 · Hingolicell 4770000012

distance 0.233 · cross-district

#5 · Nandedcell 4850006094

distance 0.234

#6 · Parbhanicell 4890001308

distance 0.234 · cross-district

#7 · Nandedcell 4850005538

distance 0.24

#8 · Hingolicell 4770000014

distance 0.243 · cross-district

#9 · Nandedcell 4850005404

distance 0.244

#10 · Hingolicell 4770000254

distance 0.245 · cross-district

#11 · Nandedcell 4850003725

distance 0.248

#12 · Nandedcell 4850003609

distance 0.248

#13 · Nandedcell 4850004251

distance 0.249

#14 · Chhatrapati Sambhajinagarcell 4690001744

distance 0.25 · cross-district

#15 · Nandedcell 4850003181

distance 0.251

#16 · Beedcell 4700008884

distance 0.254 · cross-district

#17 · Nandedcell 4850003837

distance 0.255

#18 · Beedcell 4700007413

distance 0.258 · 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":4850005407}}}'

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.