Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007528

The MH-36 locality cells most similar to this Beed 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

0.062

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008453

distance 0.062

#2 · Beedcell 4700007618

distance 0.099

#3 · Beedcell 4700008349

distance 0.14

#4 · Beedcell 4700007720

distance 0.143

#5 · Beedcell 4700008589

distance 0.157

#6 · Buldhanacell 4720000607

distance 0.16 · cross-district

#7 · Jalnacell 4790003831

distance 0.161 · cross-district

#8 · Jalnacell 4790001970

distance 0.164 · cross-district

#9 · Jalnacell 4790002981

distance 0.166 · cross-district

#10 · Parbhanicell 4890001408

distance 0.168 · cross-district

#11 · Jalnacell 4790002125

distance 0.171 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000067

distance 0.171 · cross-district

#13 · Beedcell 4700007998

distance 0.172

#14 · Beedcell 4700007989

distance 0.173

#15 · Chhatrapati Sambhajinagarcell 4690000527

distance 0.176 · cross-district

#16 · Washimcell 4990003230

distance 0.176 · cross-district

#17 · Beedcell 4700008185

distance 0.177

#18 · Jalnacell 4790000225

distance 0.178 · 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":470,"cluster_id":4700007528}}}'

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.