Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003986

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

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007688

distance 0.201 · cross-district

#2 · Nandedcell 4850003965

distance 0.223

#3 · Nandedcell 4850001825

distance 0.224

#4 · Chhatrapati Sambhajinagarcell 4690002436

distance 0.23 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690002945

distance 0.23 · cross-district

#6 · Beedcell 4700001754

distance 0.239 · cross-district

#7 · Washimcell 4990003983

distance 0.243 · cross-district

#8 · Ahmednagarcell 4660008916

distance 0.244 · cross-district

#9 · Washimcell 4990001565

distance 0.244 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690005578

distance 0.248 · cross-district

#11 · Jalgaoncell 4780009026

distance 0.249 · cross-district

#12 · Beedcell 4700008878

distance 0.249 · cross-district

#13 · Sanglicell 4930000573

distance 0.25 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690005202

distance 0.251 · cross-district

#15 · Nashikcell 4870006828

distance 0.252 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001845

distance 0.253 · cross-district

#17 · Ahmednagarcell 4660012375

distance 0.255 · cross-district

#18 · Beedcell 4700004846

distance 0.255 · 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":4850003986}}}'

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.