Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004835

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004316

distance 0.166

#2 · Beedcell 4700005425

distance 0.167

#3 · Akolacell 4670000547

distance 0.169 · cross-district

#4 · Beedcell 4700007057

distance 0.173

#5 · Dharashivcell 4880000098

distance 0.176 · cross-district

#6 · Yavatmalcell 5000010054

distance 0.178 · cross-district

#7 · Buldhanacell 4720001740

distance 0.18 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690001057

distance 0.192 · cross-district

#9 · Washimcell 4990003604

distance 0.194 · cross-district

#10 · Beedcell 4700003969

distance 0.195

#11 · Beedcell 4700004838

distance 0.195

#12 · Amravaticell 4680001382

distance 0.195 · cross-district

#13 · Beedcell 4700004664

distance 0.195

#14 · Beedcell 4700004140

distance 0.196

#15 · Beedcell 4700007984

distance 0.196

#16 · Jalgaoncell 4780005680

distance 0.197 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000354

distance 0.198 · cross-district

#18 · Yavatmalcell 5000009727

distance 0.2 · 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":4700004835}}}'

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.