Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003392

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004986

distance 0.193 · cross-district

#2 · Beedcell 4700003238

distance 0.198

#3 · Dharashivcell 4880000944

distance 0.208 · cross-district

#4 · Sanglicell 4930003472

distance 0.211 · cross-district

#5 · Dharashivcell 4880002669

distance 0.215 · cross-district

#6 · Dharashivcell 4880001986

distance 0.216 · cross-district

#7 · Beedcell 4700005492

distance 0.218

#8 · Beedcell 4700004903

distance 0.219

#9 · Beedcell 4700002279

distance 0.219

#10 · Dharashivcell 4880002533

distance 0.219 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690005302

distance 0.221 · cross-district

#12 · Dharashivcell 4880002638

distance 0.222 · cross-district

#13 · Beedcell 4700000642

distance 0.222

#14 · Dharashivcell 4880000581

distance 0.222 · cross-district

#15 · Dharashivcell 4880000657

distance 0.223 · cross-district

#16 · Dharashivcell 4880000433

distance 0.223 · cross-district

#17 · Laturcell 4810004983

distance 0.226 · cross-district

#18 · Ahmednagarcell 4660003809

distance 0.226 · 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":4700003392}}}'

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.