Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001444

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

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001292

distance 0.136

#2 · Sanglicell 4930003083

distance 0.153 · cross-district

#3 · Beedcell 4700000759

distance 0.157

#4 · Beedcell 4700002732

distance 0.164

#5 · Beedcell 4700001620

distance 0.168

#6 · Sanglicell 4930006235

distance 0.168 · cross-district

#7 · Laturcell 4810001036

distance 0.168 · cross-district

#8 · Dharashivcell 4880004620

distance 0.169 · cross-district

#9 · Sanglicell 4930001449

distance 0.17 · cross-district

#10 · Beedcell 4700004651

distance 0.172

#11 · Beedcell 4700001729

distance 0.173

#12 · Ahmednagarcell 4660000676

distance 0.173 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000976

distance 0.173 · cross-district

#14 · Buldhanacell 4720000972

distance 0.175 · cross-district

#15 · Beedcell 4700001595

distance 0.176

#16 · Laturcell 4810001980

distance 0.18 · cross-district

#17 · Dharashivcell 4880004810

distance 0.181 · cross-district

#18 · Sanglicell 4930004577

distance 0.181 · 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":4700001444}}}'

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.