Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001306

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001312

distance 0.118

#2 · Nandedcell 4850002760

distance 0.18

#3 · Chhatrapati Sambhajinagarcell 4690005304

distance 0.19 · cross-district

#4 · Nandedcell 4850001585

distance 0.195

#5 · Nandedcell 4850001892

distance 0.201

#6 · Ahmednagarcell 4660012356

distance 0.209 · cross-district

#7 · Nandedcell 4850003280

distance 0.212

#8 · Nandedcell 4850001189

distance 0.216

#9 · Ahmednagarcell 4660014274

distance 0.218 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003942

distance 0.219 · cross-district

#11 · Nandedcell 4850001375

distance 0.219

#12 · Nandedcell 4850002481

distance 0.22

#13 · Jalnacell 4790000244

distance 0.22 · cross-district

#14 · Beedcell 4700008457

distance 0.221 · cross-district

#15 · Ahmednagarcell 4660014322

distance 0.221 · cross-district

#16 · Parbhanicell 4890000456

distance 0.224 · cross-district

#17 · Parbhanicell 4890000376

distance 0.225 · cross-district

#18 · Ahmednagarcell 4660012506

distance 0.226 · 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":4850001306}}}'

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.