Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004534

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004005

distance 0.188

#2 · Dharashivcell 4880001713

distance 0.204 · cross-district

#3 · Parbhanicell 4890000572

distance 0.205 · cross-district

#4 · Beedcell 4700004016

distance 0.214

#5 · Chhatrapati Sambhajinagarcell 4690000316

distance 0.215 · cross-district

#6 · Buldhanacell 4720001323

distance 0.218 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690001782

distance 0.218 · cross-district

#8 · Dharashivcell 4880000407

distance 0.219 · cross-district

#9 · Ahmednagarcell 4660001530

distance 0.221 · cross-district

#10 · Beedcell 4700002628

distance 0.222

#11 · Beedcell 4700005636

distance 0.226

#12 · Parbhanicell 4890003138

distance 0.226 · cross-district

#13 · Dharashivcell 4880003305

distance 0.227 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000520

distance 0.228 · cross-district

#15 · Ahmednagarcell 4660000127

distance 0.228 · cross-district

#16 · Beedcell 4700004871

distance 0.23

#17 · Solapurcell 4960011981

distance 0.232 · cross-district

#18 · Buldhanacell 4720001322

distance 0.232 · 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":4700004534}}}'

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.