Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003032

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003208

distance 0.153

#2 · Beedcell 4700003039

distance 0.157

#3 · Beedcell 4700003201

distance 0.176

#4 · Beedcell 4700003212

distance 0.177

#5 · Beedcell 4700003033

distance 0.178

#6 · Sanglicell 4930004844

distance 0.18 · cross-district

#7 · Beedcell 4700003031

distance 0.18

#8 · Beedcell 4700003034

distance 0.184

#9 · Beedcell 4700005251

distance 0.194

#10 · Sanglicell 4930004981

distance 0.194 · cross-district

#11 · Dharashivcell 4880002454

distance 0.213 · cross-district

#12 · Beedcell 4700003883

distance 0.227

#13 · Beedcell 4700005249

distance 0.228

#14 · Ahmednagarcell 4660007037

distance 0.231 · cross-district

#15 · Beedcell 4700003029

distance 0.237

#16 · Sanglicell 4930003788

distance 0.239 · cross-district

#17 · Ahmednagarcell 4660006896

distance 0.241 · cross-district

#18 · Solapurcell 4960000028

distance 0.248 · 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":4700003032}}}'

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.