Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000182

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000269

distance 0.248

#2 · Nashikcell 4870008686

distance 0.258 · cross-district

#3 · Sataracell 4940000223

distance 0.282

#4 · Sataracell 4940000128

distance 0.284

#5 · Sanglicell 4930002166

distance 0.296 · cross-district

#6 · Sataracell 4940001184

distance 0.296

#7 · Sataracell 4940000273

distance 0.297

#8 · Sataracell 4940001185

distance 0.298

#9 · Sataracell 4940000889

distance 0.302

#10 · Sanglicell 4930002501

distance 0.305 · cross-district

#11 · Kolhapurcell 4800005634

distance 0.309 · cross-district

#12 · Sanglicell 4930002500

distance 0.317 · cross-district

#13 · Sataracell 4940000127

distance 0.318

#14 · Sanglicell 4930003195

distance 0.32 · cross-district

#15 · Sataracell 4940001125

distance 0.323

#16 · Sataracell 4940000147

distance 0.323

#17 · Sanglicell 4930003189

distance 0.324 · cross-district

#18 · Sanglicell 4930005294

distance 0.324 · 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":4940000182}}}'

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.