Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002687

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007414

distance 0.198 · cross-district

#2 · Nandedcell 4850002390

distance 0.208

#3 · Nandedcell 4850002669

distance 0.21

#4 · Nandedcell 4850001028

distance 0.21

#5 · Beedcell 4700008494

distance 0.213 · cross-district

#6 · Nandedcell 4850008154

distance 0.216

#7 · Jalgaoncell 4780002950

distance 0.222 · cross-district

#8 · Nandedcell 4850000683

distance 0.224

#9 · Nandedcell 4850002401

distance 0.227

#10 · Buldhanacell 4720000806

distance 0.228 · cross-district

#11 · Beedcell 4700001402

distance 0.232 · cross-district

#12 · Washimcell 4990002018

distance 0.233 · cross-district

#13 · Parbhanicell 4890002890

distance 0.233 · cross-district

#14 · Beedcell 4700008315

distance 0.235 · cross-district

#15 · Beedcell 4700001307

distance 0.236 · cross-district

#16 · Nandedcell 4850002304

distance 0.237

#17 · Jalgaoncell 4780007564

distance 0.238 · cross-district

#18 · Beedcell 4700008332

distance 0.24 · 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":4850002687}}}'

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.