Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000681

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002475

distance 0.196

#2 · Kolhapurcell 4800006446

distance 0.212 · cross-district

#3 · Kolhapurcell 4800006445

distance 0.214 · cross-district

#4 · Sataracell 4940000448

distance 0.223

#5 · Sataracell 4940000623

distance 0.224

#6 · Sataracell 4940001728

distance 0.243

#7 · Sataracell 4940001547

distance 0.244

#8 · Chhatrapati Sambhajinagarcell 4690002285

distance 0.247 · cross-district

#9 · Sataracell 4940002928

distance 0.247

#10 · Sataracell 4940000911

distance 0.248

#11 · Sataracell 4940001631

distance 0.249

#12 · Sanglicell 4930005171

distance 0.254 · cross-district

#13 · Buldhanacell 4720003284

distance 0.256 · cross-district

#14 · Sataracell 4940000287

distance 0.259

#15 · Sataracell 4940001726

distance 0.263

#16 · Kolhapurcell 4800006444

distance 0.264 · cross-district

#17 · Sataracell 4940001827

distance 0.264

#18 · Sataracell 4940003731

distance 0.265

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":4940000681}}}'

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.