Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000167

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000038

distance 0.175

#2 · Sataracell 4940000283

distance 0.217

#3 · Sataracell 4940000305

distance 0.226

#4 · Sataracell 4940000202

distance 0.24

#5 · Sataracell 4940000702

distance 0.253

#6 · Sataracell 4940000331

distance 0.255

#7 · Chhatrapati Sambhajinagarcell 4690006532

distance 0.257 · cross-district

#8 · Beedcell 4700003903

distance 0.258 · cross-district

#9 · Sataracell 4940000053

distance 0.261

#10 · Sataracell 4940000212

distance 0.263

#11 · Sataracell 4940000817

distance 0.263

#12 · Sataracell 4940000300

distance 0.265

#13 · Sataracell 4940000291

distance 0.266

#14 · Sataracell 4940000411

distance 0.266

#15 · Amravaticell 4680009818

distance 0.268 · cross-district

#16 · Sataracell 4940000259

distance 0.27

#17 · Sanglicell 4930004779

distance 0.27 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004465

distance 0.271 · 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":4940000167}}}'

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.