Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001644

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.337

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001841

distance 0.337

#2 · Sataracell 4940005925

distance 0.365

#3 · Sataracell 4940002148

distance 0.396

#4 · Sataracell 4940001402

distance 0.411

#5 · Sataracell 4940001567

distance 0.413

#6 · Sataracell 4940000806

distance 0.417

#7 · Sataracell 4940001142

distance 0.432

#8 · Sataracell 4940001742

distance 0.439

#9 · Sataracell 4940003749

distance 0.44

#10 · Nandurbarcell 4860003631

distance 0.44 · cross-district

#11 · Sataracell 4940005698

distance 0.443

#12 · Sataracell 4940002157

distance 0.449

#13 · Kolhapurcell 4800006412

distance 0.451 · cross-district

#14 · Sataracell 4940001637

distance 0.454

#15 · Beedcell 4700003553

distance 0.454 · cross-district

#16 · Nashikcell 4870011868

distance 0.455 · cross-district

#17 · Sataracell 4940001347

distance 0.464

#18 · Nandurbarcell 4860003901

distance 0.469 · 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":4940001644}}}'

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.