Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006239

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006645

distance 0.16

#2 · Sanglicell 4930003098

distance 0.179 · cross-district

#3 · Beedcell 4700005952

distance 0.217

#4 · Ahmednagarcell 4660001307

distance 0.218 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000117

distance 0.221 · cross-district

#6 · Beedcell 4700005237

distance 0.224

#7 · Beedcell 4700005078

distance 0.229

#8 · Beedcell 4700005523

distance 0.232

#9 · Ahmednagarcell 4660005183

distance 0.235 · cross-district

#10 · Solapurcell 4960007589

distance 0.236 · cross-district

#11 · Beedcell 4700006102

distance 0.241

#12 · Beedcell 4700002804

distance 0.246

#13 · Sanglicell 4930001754

distance 0.254 · cross-district

#14 · Buldhanacell 4720002912

distance 0.255 · cross-district

#15 · Beedcell 4700002023

distance 0.257

#16 · Buldhanacell 4720002691

distance 0.258 · cross-district

#17 · Beedcell 4700001861

distance 0.259

#18 · Ahmednagarcell 4660005184

distance 0.259 · 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":4700006239}}}'

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.