Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004371

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000569

distance 0.24 · cross-district

#2 · Beedcell 4700004541

distance 0.24

#3 · Chhatrapati Sambhajinagarcell 4690001289

distance 0.247 · cross-district

#4 · Beedcell 4700007000

distance 0.251

#5 · Beedcell 4700005219

distance 0.258

#6 · Beedcell 4700004197

distance 0.273

#7 · Beedcell 4700004040

distance 0.274

#8 · Chhatrapati Sambhajinagarcell 4690002393

distance 0.275 · cross-district

#9 · Sataracell 4940000800

distance 0.278 · cross-district

#10 · Beedcell 4700004372

distance 0.282

#11 · Chhatrapati Sambhajinagarcell 4690001278

distance 0.286 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001374

distance 0.286 · cross-district

#13 · Beedcell 4700006066

distance 0.287

#14 · Beedcell 4700004542

distance 0.288

#15 · Beedcell 4700006994

distance 0.293

#16 · Amravaticell 4680007353

distance 0.296 · cross-district

#17 · Buldhanacell 4720004603

distance 0.296 · cross-district

#18 · Buldhanacell 4720004016

distance 0.298 · 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":4700004371}}}'

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.