Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003440

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005333

distance 0.177

#2 · Nandedcell 4850003435

distance 0.203

#3 · Jalgaoncell 4780008926

distance 0.217 · cross-district

#4 · Nandedcell 4850003842

distance 0.217

#5 · Nandedcell 4850003430

distance 0.219

#6 · Laturcell 4810005003

distance 0.23 · cross-district

#7 · Parbhanicell 4890000071

distance 0.233 · cross-district

#8 · Nandedcell 4850004260

distance 0.234

#9 · Sanglicell 4930001900

distance 0.236 · cross-district

#10 · Nandedcell 4850003090

distance 0.236

#11 · Nandedcell 4850003522

distance 0.237

#12 · Kolhapurcell 4800004211

distance 0.237 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002227

distance 0.239 · cross-district

#14 · Nandedcell 4850007319

distance 0.242

#15 · Nandedcell 4850003096

distance 0.244

#16 · Jalgaoncell 4780007452

distance 0.245 · cross-district

#17 · Nandedcell 4850007569

distance 0.245

#18 · Hingolicell 4770000460

distance 0.247 · 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":4850003440}}}'

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.