Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004084

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

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005295

distance 0.216 · cross-district

#2 · Beedcell 4700004263

distance 0.236

#3 · Chhatrapati Sambhajinagarcell 4690004382

distance 0.244 · cross-district

#4 · Amravaticell 4680001616

distance 0.25 · cross-district

#5 · Buldhanacell 4720004039

distance 0.251 · cross-district

#6 · Beedcell 4700005507

distance 0.253

#7 · Beedcell 4700003237

distance 0.258

#8 · Chhatrapati Sambhajinagarcell 4690005246

distance 0.264 · cross-district

#9 · Sataracell 4940000350

distance 0.266 · cross-district

#10 · Beedcell 4700004582

distance 0.266

#11 · Beedcell 4700004258

distance 0.266

#12 · Buldhanacell 4720004778

distance 0.272 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001994

distance 0.273 · cross-district

#14 · Kolhapurcell 4800003933

distance 0.275 · cross-district

#15 · Beedcell 4700003593

distance 0.276

#16 · Beedcell 4700002101

distance 0.279

#17 · Solapurcell 4960000065

distance 0.279 · cross-district

#18 · Beedcell 4700004610

distance 0.282

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":4700004084}}}'

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.