Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008304

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008727

distance 0.194

#2 · Chhatrapati Sambhajinagarcell 4690005948

distance 0.208 · cross-district

#3 · Jalnacell 4790001729

distance 0.216 · cross-district

#4 · Beedcell 4700008122

distance 0.229

#5 · Sanglicell 4930001210

distance 0.241 · cross-district

#6 · Buldhanacell 4720007658

distance 0.245 · cross-district

#7 · Sanglicell 4930000979

distance 0.246 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690005311

distance 0.247 · cross-district

#9 · Akolacell 4670000072

distance 0.248 · cross-district

#10 · Sanglicell 4930001924

distance 0.25 · cross-district

#11 · Solapurcell 4960012463

distance 0.253 · cross-district

#12 · Ahmednagarcell 4660001088

distance 0.256 · cross-district

#13 · Beedcell 4700003318

distance 0.259

#14 · Jalnacell 4790000002

distance 0.26 · cross-district

#15 · Sanglicell 4930000584

distance 0.261 · cross-district

#16 · Beedcell 4700004477

distance 0.261

#17 · Ahmednagarcell 4660013183

distance 0.262 · cross-district

#18 · Jalnacell 4790000016

distance 0.263 · 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":4700008304}}}'

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.