Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001816

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

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001594

distance 0.076

#2 · Washimcell 4990001487

distance 0.195 · cross-district

#3 · Ahmednagarcell 4660010937

distance 0.199 · cross-district

#4 · Ahmednagarcell 4660013667

distance 0.203 · cross-district

#5 · Nandedcell 4850006766

distance 0.211

#6 · Nandedcell 4850001053

distance 0.212

#7 · Washimcell 4990002930

distance 0.212 · cross-district

#8 · Nandedcell 4850002560

distance 0.212

#9 · Beedcell 4700008878

distance 0.223 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002642

distance 0.231 · cross-district

#11 · Nandedcell 4850008388

distance 0.232

#12 · Beedcell 4700004502

distance 0.235 · cross-district

#13 · Nandedcell 4850004075

distance 0.236

#14 · Jalgaoncell 4780007689

distance 0.237 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002259

distance 0.238 · cross-district

#16 · Buldhanacell 4720000448

distance 0.242 · cross-district

#17 · Beedcell 4700009047

distance 0.242 · cross-district

#18 · Jalnacell 4790003474

distance 0.243 · 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":4850001816}}}'

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.