Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001159

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001261

distance 0.157

#2 · Beedcell 4700002225

distance 0.158

#3 · Buldhanacell 4720001319

distance 0.158 · cross-district

#4 · Dharashivcell 4880005111

distance 0.161 · cross-district

#5 · Beedcell 4700000260

distance 0.162

#6 · Beedcell 4700001149

distance 0.169

#7 · Solapurcell 4960005098

distance 0.173 · cross-district

#8 · Beedcell 4700001751

distance 0.174

#9 · Buldhanacell 4720000108

distance 0.174 · cross-district

#10 · Laturcell 4810000257

distance 0.174 · cross-district

#11 · Laturcell 4810002485

distance 0.175 · cross-district

#12 · Beedcell 4700000524

distance 0.176

#13 · Laturcell 4810000824

distance 0.178 · cross-district

#14 · Sanglicell 4930000730

distance 0.178 · cross-district

#15 · Dharashivcell 4880004528

distance 0.179 · cross-district

#16 · Beedcell 4700005232

distance 0.179

#17 · Washimcell 4990001188

distance 0.182 · cross-district

#18 · Washimcell 4990000840

distance 0.184 · 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":4700001159}}}'

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.