Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000544

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001758

distance 0.152 · cross-district

#2 · Beedcell 4700002539

distance 0.152

#3 · Dharashivcell 4880006336

distance 0.158 · cross-district

#4 · Nandedcell 4850000147

distance 0.185 · cross-district

#5 · Beedcell 4700000212

distance 0.185

#6 · Buldhanacell 4720000222

distance 0.186 · cross-district

#7 · Laturcell 4810003790

distance 0.187 · cross-district

#8 · Washimcell 4990001324

distance 0.188 · cross-district

#9 · Washimcell 4990001171

distance 0.196 · cross-district

#10 · Laturcell 4810000766

distance 0.198 · cross-district

#11 · Dharashivcell 4880002540

distance 0.202 · cross-district

#12 · Laturcell 4810004104

distance 0.203 · cross-district

#13 · Beedcell 4700006020

distance 0.213

#14 · Laturcell 4810002608

distance 0.213 · cross-district

#15 · Hingolicell 4770003528

distance 0.214 · cross-district

#16 · Ahmednagarcell 4660010766

distance 0.215 · cross-district

#17 · Dharashivcell 4880005275

distance 0.216 · cross-district

#18 · Beedcell 4700005260

distance 0.216

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":4700000544}}}'

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.