Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006233

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

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006093

distance 0.191

#2 · Beedcell 4700004772

distance 0.205

#3 · Beedcell 4700005371

distance 0.206

#4 · Parbhanicell 4890002921

distance 0.216 · cross-district

#5 · Beedcell 4700006097

distance 0.221

#6 · Laturcell 4810000533

distance 0.235 · cross-district

#7 · Kolhapurcell 4800004054

distance 0.238 · cross-district

#8 · Kolhapurcell 4800004055

distance 0.238 · cross-district

#9 · Beedcell 4700007253

distance 0.238

#10 · Beedcell 4700001039

distance 0.244

#11 · Beedcell 4700000389

distance 0.254

#12 · Beedcell 4700005383

distance 0.254

#13 · Sanglicell 4930004572

distance 0.256 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000149

distance 0.257 · cross-district

#15 · Dharashivcell 4880004745

distance 0.26 · cross-district

#16 · Parbhanicell 4890003002

distance 0.26 · cross-district

#17 · Dharashivcell 4880002670

distance 0.265 · cross-district

#18 · Beedcell 4700007347

distance 0.265

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":4700006233}}}'

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.