Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000189

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000722

distance 0.239

#2 · Sanglicell 4930004052

distance 0.244 · cross-district

#3 · Sataracell 4940000322

distance 0.264

#4 · Sanglicell 4930003376

distance 0.278 · cross-district

#5 · Sataracell 4940000152

distance 0.308

#6 · Sataracell 4940000711

distance 0.31

#7 · Sataracell 4940000664

distance 0.326

#8 · Sanglicell 4930004348

distance 0.328 · cross-district

#9 · Sanglicell 4930003193

distance 0.333 · cross-district

#10 · Ahmednagarcell 4660014248

distance 0.342 · cross-district

#11 · Sataracell 4940000192

distance 0.344

#12 · Sanglicell 4930003721

distance 0.347 · cross-district

#13 · Sanglicell 4930003882

distance 0.351 · cross-district

#14 · Kolhapurcell 4800005550

distance 0.353 · cross-district

#15 · Sanglicell 4930004050

distance 0.355 · cross-district

#16 · Sanglicell 4930004203

distance 0.361 · cross-district

#17 · Sataracell 4940000539

distance 0.362

#18 · Sataracell 4940001128

distance 0.364

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":4940000189}}}'

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.