Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004803

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

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004466

distance 0.195

#2 · Beedcell 4700002576

distance 0.209

#3 · Buldhanacell 4720002980

distance 0.213 · cross-district

#4 · Parbhanicell 4890000053

distance 0.225 · cross-district

#5 · Laturcell 4810002244

distance 0.226 · cross-district

#6 · Beedcell 4700002119

distance 0.227

#7 · Parbhanicell 4890000115

distance 0.229 · cross-district

#8 · Beedcell 4700004105

distance 0.232

#9 · Beedcell 4700007584

distance 0.233

#10 · Dharashivcell 4880003463

distance 0.233 · cross-district

#11 · Kolhapurcell 4800005291

distance 0.235 · cross-district

#12 · Beedcell 4700005591

distance 0.238

#13 · Beedcell 4700006062

distance 0.242

#14 · Chhatrapati Sambhajinagarcell 4690008479

distance 0.245 · cross-district

#15 · Beedcell 4700008431

distance 0.245

#16 · Parbhanicell 4890000743

distance 0.246 · cross-district

#17 · Dharashivcell 4880001681

distance 0.246 · cross-district

#18 · Beedcell 4700000198

distance 0.247

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":4700004803}}}'

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.