Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004702

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690001164

distance 0.15 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690004271

distance 0.172 · cross-district

#3 · Ahmednagarcell 4660004708

distance 0.172 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690001963

distance 0.175 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690001182

distance 0.179 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002369

distance 0.184 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690001427

distance 0.185 · cross-district

#8 · Beedcell 4700006223

distance 0.187

#9 · Beedcell 4700004546

distance 0.187

#10 · Buldhanacell 4720004364

distance 0.188 · cross-district

#11 · Beedcell 4700006766

distance 0.189

#12 · Punecell 4900006303

distance 0.19 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690005051

distance 0.192 · cross-district

#14 · Beedcell 4700006631

distance 0.193

#15 · Parbhanicell 4890001725

distance 0.194 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001515

distance 0.194 · cross-district

#17 · Dharashivcell 4880003263

distance 0.195 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002068

distance 0.196 · 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":4700004702}}}'

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.