Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002596

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006279

distance 0.192 · cross-district

#2 · Yavatmalcell 5000002585

distance 0.205 · cross-district

#3 · Ahmednagarcell 4660001196

distance 0.212 · cross-district

#4 · Washimcell 4990000134

distance 0.223 · cross-district

#5 · Nandedcell 4850009031

distance 0.226

#6 · Washimcell 4990001633

distance 0.227 · cross-district

#7 · Washimcell 4990002265

distance 0.232 · cross-district

#8 · Chandrapurcell 4730007076

distance 0.235 · cross-district

#9 · Chandrapurcell 4730002210

distance 0.238 · cross-district

#10 · Yavatmalcell 5000004443

distance 0.24 · cross-district

#11 · Nandedcell 4850001126

distance 0.242

#12 · Parbhanicell 4890004438

distance 0.243 · cross-district

#13 · Hingolicell 4770000153

distance 0.246 · cross-district

#14 · Beedcell 4700009015

distance 0.248 · cross-district

#15 · Buldhanacell 4720006741

distance 0.249 · cross-district

#16 · Jalgaoncell 4780001411

distance 0.249 · cross-district

#17 · Wardhacell 4980003719

distance 0.249 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690001859

distance 0.251 · 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":4850002596}}}'

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.