Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001664

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001367

distance 0.202

#2 · Chhatrapati Sambhajinagarcell 4690000308

distance 0.208 · cross-district

#3 · Solapurcell 4960012324

distance 0.224 · cross-district

#4 · Ahmednagarcell 4660003192

distance 0.224 · cross-district

#5 · Beedcell 4700002801

distance 0.227

#6 · Beedcell 4700002459

distance 0.227

#7 · Beedcell 4700001227

distance 0.228

#8 · Ahmednagarcell 4660002549

distance 0.23 · cross-district

#9 · Beedcell 4700001972

distance 0.234

#10 · Ahmednagarcell 4660003130

distance 0.241 · cross-district

#11 · Beedcell 4700001963

distance 0.242

#12 · Beedcell 4700001973

distance 0.242

#13 · Chhatrapati Sambhajinagarcell 4690000309

distance 0.242 · cross-district

#14 · Ahmednagarcell 4660000702

distance 0.242 · cross-district

#15 · Solapurcell 4960012516

distance 0.245 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001709

distance 0.246 · cross-district

#17 · Beedcell 4700001814

distance 0.246

#18 · Chhatrapati Sambhajinagarcell 4690000609

distance 0.246 · 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":4700001664}}}'

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.