Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003458

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

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004831

distance 0.163

#2 · Beedcell 4700003284

distance 0.18

#3 · Beedcell 4700008272

distance 0.185

#4 · Beedcell 4700004833

distance 0.192

#5 · Washimcell 4990001223

distance 0.202 · cross-district

#6 · Nandedcell 4850000668

distance 0.202 · cross-district

#7 · Akolacell 4670000125

distance 0.208 · cross-district

#8 · Beedcell 4700003457

distance 0.21

#9 · Buldhanacell 4720004392

distance 0.214 · cross-district

#10 · Solapurcell 4960003488

distance 0.215 · cross-district

#11 · Beedcell 4700008441

distance 0.216

#12 · Dharashivcell 4880000374

distance 0.216 · cross-district

#13 · Beedcell 4700003455

distance 0.219

#14 · Washimcell 4990002656

distance 0.221 · cross-district

#15 · Yavatmalcell 5000003910

distance 0.224 · cross-district

#16 · Beedcell 4700001635

distance 0.226

#17 · Buldhanacell 4720003163

distance 0.229 · cross-district

#18 · Dharashivcell 4880001069

distance 0.229 · 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":4700003458}}}'

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.