Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007296

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007230

distance 0.142

#2 · Beedcell 4700007674

distance 0.165

#3 · Beedcell 4700007503

distance 0.177

#4 · Chhatrapati Sambhajinagarcell 4690007781

distance 0.184 · cross-district

#5 · Sanglicell 4930000773

distance 0.19 · cross-district

#6 · Sanglicell 4930001480

distance 0.192 · cross-district

#7 · Beedcell 4700008619

distance 0.193

#8 · Beedcell 4700007320

distance 0.194

#9 · Beedcell 4700003358

distance 0.197

#10 · Sanglicell 4930000587

distance 0.198 · cross-district

#11 · Ahmednagarcell 4660005079

distance 0.2 · cross-district

#12 · Solapurcell 4960000744

distance 0.201 · cross-district

#13 · Dharashivcell 4880004870

distance 0.203 · cross-district

#14 · Sanglicell 4930000772

distance 0.203 · cross-district

#15 · Dharashivcell 4880004869

distance 0.206 · cross-district

#16 · Akolacell 4670000072

distance 0.207 · cross-district

#17 · Beedcell 4700006648

distance 0.208

#18 · Ahmednagarcell 4660001314

distance 0.209 · 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":4700007296}}}'

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.