Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001567

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

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003553

distance 0.313 · cross-district

#2 · Sataracell 4940003163

distance 0.357

#3 · Kolhapurcell 4800006367

distance 0.378 · cross-district

#4 · Sataracell 4940002144

distance 0.381

#5 · Nandurbarcell 4860003748

distance 0.388 · cross-district

#6 · Sataracell 4940001227

distance 0.39

#7 · Nandurbarcell 4860004170

distance 0.392 · cross-district

#8 · Sataracell 4940002833

distance 0.393

#9 · Nandurbarcell 4860004033

distance 0.395 · cross-district

#10 · Beedcell 4700002893

distance 0.395 · cross-district

#11 · Sataracell 4940001347

distance 0.411

#12 · Sataracell 4940001644

distance 0.413

#13 · Sataracell 4940005698

distance 0.414

#14 · Nandurbarcell 4860003703

distance 0.419 · cross-district

#15 · Nandurbarcell 4860004233

distance 0.42 · cross-district

#16 · Nandurbarcell 4860003753

distance 0.422 · cross-district

#17 · Nashikcell 4870012464

distance 0.422 · cross-district

#18 · Nashikcell 4870013190

distance 0.423 · 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":4940001567}}}'

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.