Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000625

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001393

distance 0.219

#2 · Sataracell 4940000910

distance 0.231

#3 · Sataracell 4940000448

distance 0.232

#4 · Kolhapurcell 4800006446

distance 0.237 · cross-district

#5 · Sataracell 4940000623

distance 0.237

#6 · Sataracell 4940000511

distance 0.244

#7 · Sataracell 4940000911

distance 0.248

#8 · Sataracell 4940000622

distance 0.249

#9 · Kolhapurcell 4800006445

distance 0.249 · cross-district

#10 · Sataracell 4940001827

distance 0.259

#11 · Sataracell 4940000565

distance 0.262

#12 · Sataracell 4940000624

distance 0.263

#13 · Sataracell 4940000909

distance 0.266

#14 · Sataracell 4940000791

distance 0.266

#15 · Kolhapurcell 4800006444

distance 0.272 · cross-district

#16 · Sataracell 4940000447

distance 0.272

#17 · Sataracell 4940002477

distance 0.272

#18 · Sataracell 4940000969

distance 0.272

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":4940000625}}}'

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.