Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000561

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

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000437

distance 0.133

#2 · Sataracell 4940000789

distance 0.136

#3 · Sataracell 4940000505

distance 0.136

#4 · Sataracell 4940000332

distance 0.137

#5 · Sataracell 4940000562

distance 0.141

#6 · Sataracell 4940000503

distance 0.142

#7 · Kolhapurcell 4800006472

distance 0.146 · cross-district

#8 · Sataracell 4940000730

distance 0.149

#9 · Sataracell 4940000563

distance 0.149

#10 · Kolhapurcell 4800006473

distance 0.153 · cross-district

#11 · Sataracell 4940000383

distance 0.158

#12 · Sanglicell 4930005291

distance 0.162 · cross-district

#13 · Kolhapurcell 4800006462

distance 0.163 · cross-district

#14 · Sanglicell 4930005167

distance 0.167 · cross-district

#15 · Sataracell 4940000564

distance 0.169

#16 · Sanglicell 4930005168

distance 0.172 · cross-district

#17 · Ratnagiricell 4920003078

distance 0.173 · cross-district

#18 · Sanglicell 4930005410

distance 0.174 · 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":4940000561}}}'

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.