Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003049

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001557

distance 0.256

#2 · Sataracell 4940001477

distance 0.294

#3 · Sataracell 4940001739

distance 0.305

#4 · Sataracell 4940001284

distance 0.31

#5 · Sataracell 4940001939

distance 0.316

#6 · Sataracell 4940001642

distance 0.317

#7 · Sataracell 4940001554

distance 0.32

#8 · Sataracell 4940003273

distance 0.329

#9 · Sataracell 4940002041

distance 0.333

#10 · Sataracell 4940002255

distance 0.346

#11 · Sataracell 4940001346

distance 0.361

#12 · Kolhapurcell 4800003649

distance 0.365 · cross-district

#13 · Sataracell 4940001643

distance 0.367

#14 · Sataracell 4940002147

distance 0.369

#15 · Sataracell 4940003064

distance 0.374

#16 · Sataracell 4940001938

distance 0.375

#17 · Kolhapurcell 4800006135

distance 0.38 · cross-district

#18 · Kolhapurcell 4800006342

distance 0.389 · 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":4940003049}}}'

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.