Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004458

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.289

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720002073

distance 0.289 · cross-district

#2 · Laturcell 4810000035

distance 0.29 · cross-district

#3 · Beedcell 4700005453

distance 0.309

#4 · Chhatrapati Sambhajinagarcell 4690007423

distance 0.309 · cross-district

#5 · Laturcell 4810002402

distance 0.31 · cross-district

#6 · Beedcell 4700007878

distance 0.312

#7 · Nandedcell 4850002766

distance 0.312 · cross-district

#8 · Beedcell 4700004558

distance 0.313

#9 · Beedcell 4700001041

distance 0.317

#10 · Buldhanacell 4720001503

distance 0.322 · cross-district

#11 · Laturcell 4810005897

distance 0.322 · cross-district

#12 · Solapurcell 4960012486

distance 0.324 · cross-district

#13 · Beedcell 4700004118

distance 0.325

#14 · Dharashivcell 4880006061

distance 0.325 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690005559

distance 0.326 · cross-district

#16 · Dharashivcell 4880001396

distance 0.326 · cross-district

#17 · Beedcell 4700008613

distance 0.327

#18 · Amravaticell 4680003893

distance 0.331 · 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":4700004458}}}'

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.