Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007583

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

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001187

distance 0.198 · cross-district

#2 · Beedcell 4700008561

distance 0.213

#3 · Sanglicell 4930000151

distance 0.22 · cross-district

#4 · Ahmednagarcell 4660009596

distance 0.228 · cross-district

#5 · Beedcell 4700008905

distance 0.229

#6 · Dharashivcell 4880006399

distance 0.234 · cross-district

#7 · Ahmednagarcell 4660005720

distance 0.238 · cross-district

#8 · Ahmednagarcell 4660006680

distance 0.238 · cross-district

#9 · Sanglicell 4930000194

distance 0.241 · cross-district

#10 · Beedcell 4700004762

distance 0.245

#11 · Sanglicell 4930000002

distance 0.245 · cross-district

#12 · Sanglicell 4930001218

distance 0.245 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003941

distance 0.247 · cross-district

#14 · Sanglicell 4930002904

distance 0.249 · cross-district

#15 · Sanglicell 4930000003

distance 0.251 · cross-district

#16 · Sanglicell 4930000223

distance 0.252 · cross-district

#17 · Nandedcell 4850002599

distance 0.254 · cross-district

#18 · Sanglicell 4930000197

distance 0.254 · 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":4700007583}}}'

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.