Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003260

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002380

distance 0.211

#2 · Beedcell 4700003426

distance 0.24

#3 · Beedcell 4700003090

distance 0.242

#4 · Sanglicell 4930000951

distance 0.243 · cross-district

#5 · Beedcell 4700005811

distance 0.245

#6 · Kolhapurcell 4800005449

distance 0.252 · cross-district

#7 · Beedcell 4700003258

distance 0.253

#8 · Beedcell 4700003419

distance 0.258

#9 · Sanglicell 4930003988

distance 0.261 · cross-district

#10 · Beedcell 4700002595

distance 0.264

#11 · Kolhapurcell 4800005370

distance 0.264 · cross-district

#12 · Beedcell 4700003913

distance 0.265

#13 · Solapurcell 4960012387

distance 0.266 · cross-district

#14 · Beedcell 4700006993

distance 0.267

#15 · Sanglicell 4930003412

distance 0.269 · cross-district

#16 · Sanglicell 4930000849

distance 0.274 · cross-district

#17 · Beedcell 4700004421

distance 0.275

#18 · Beedcell 4700001640

distance 0.275

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":4700003260}}}'

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.