Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000571

The MH-36 locality cells most similar to this Satara 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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000800

distance 0.181

#2 · Sataracell 4940000741

distance 0.184

#3 · Sataracell 4940000624

distance 0.189

#4 · Sataracell 4940001826

distance 0.239

#5 · Sataracell 4940000570

distance 0.24

#6 · Sataracell 4940001631

distance 0.249

#7 · Sataracell 4940000510

distance 0.275

#8 · Sataracell 4940000569

distance 0.288

#9 · Chhatrapati Sambhajinagarcell 4690001374

distance 0.289 · cross-district

#10 · Beedcell 4700008168

distance 0.3 · cross-district

#11 · Sanglicell 4930005171

distance 0.31 · cross-district

#12 · Amravaticell 4680002398

distance 0.312 · cross-district

#13 · Parbhanicell 4890005182

distance 0.312 · cross-district

#14 · Sanglicell 4930004185

distance 0.312 · cross-district

#15 · Sataracell 4940001827

distance 0.312

#16 · Sanglicell 4930004343

distance 0.314 · cross-district

#17 · Beedcell 4700004371

distance 0.315 · cross-district

#18 · Beedcell 4700002746

distance 0.316 · 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":494,"cluster_id":4940000571}}}'

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.