Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003422

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003249

distance 0.169

#2 · Laturcell 4810003821

distance 0.261 · cross-district

#3 · Beedcell 4700004093

distance 0.265

#4 · Dharashivcell 4880004185

distance 0.277 · cross-district

#5 · Nandedcell 4850008780

distance 0.287 · cross-district

#6 · Laturcell 4810004643

distance 0.298 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690002726

distance 0.302 · cross-district

#8 · Laturcell 4810004345

distance 0.315 · cross-district

#9 · Beedcell 4700003944

distance 0.317

#10 · Dharashivcell 4880002663

distance 0.326 · cross-district

#11 · Ahmednagarcell 4660007061

distance 0.329 · cross-district

#12 · Beedcell 4700006064

distance 0.33

#13 · Chhatrapati Sambhajinagarcell 4690006935

distance 0.331 · cross-district

#14 · Beedcell 4700002716

distance 0.332

#15 · Chhatrapati Sambhajinagarcell 4690005177

distance 0.334 · cross-district

#16 · Sanglicell 4930000738

distance 0.335 · cross-district

#17 · Beedcell 4700004249

distance 0.335

#18 · Sanglicell 4930004100

distance 0.338 · 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":4700003422}}}'

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.