Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000861

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

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001227

distance 0.218

#2 · Sataracell 4940000813

distance 0.249

#3 · Nandurbarcell 4860003621

distance 0.297 · cross-district

#4 · Nandurbarcell 4860003902

distance 0.297 · cross-district

#5 · Beedcell 4700002721

distance 0.31 · cross-district

#6 · Nashikcell 4870011053

distance 0.31 · cross-district

#7 · Sanglicell 4930004184

distance 0.312 · cross-district

#8 · Sataracell 4940000518

distance 0.313

#9 · Sataracell 4940000516

distance 0.313

#10 · Nandurbarcell 4860004236

distance 0.315 · cross-district

#11 · Sataracell 4940000643

distance 0.315

#12 · Nashikcell 4870011158

distance 0.317 · cross-district

#13 · Beedcell 4700004032

distance 0.318 · cross-district

#14 · Sataracell 4940000916

distance 0.32

#15 · Sataracell 4940001641

distance 0.321

#16 · Nandurbarcell 4860004029

distance 0.324 · cross-district

#17 · Ahmednagarcell 4660010194

distance 0.328 · cross-district

#18 · Nandurbarcell 4860003836

distance 0.329 · 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":4940000861}}}'

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.