Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001566

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.376

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002048

distance 0.376

#2 · Sataracell 4940001945

distance 0.384

#3 · Sanglicell 4930004184

distance 0.416 · cross-district

#4 · Nandedcell 4850007838

distance 0.421 · cross-district

#5 · Sataracell 4940001402

distance 0.422

#6 · Nashikcell 4870011502

distance 0.426 · cross-district

#7 · Sataracell 4940001637

distance 0.43

#8 · Beedcell 4700004252

distance 0.432 · cross-district

#9 · Nashikcell 4870011864

distance 0.434 · cross-district

#10 · Beedcell 4700003239

distance 0.435 · cross-district

#11 · Beedcell 4700004568

distance 0.436 · cross-district

#12 · Nandurbarcell 4860004041

distance 0.443 · cross-district

#13 · Sanglicell 4930003519

distance 0.447 · cross-district

#14 · Sataracell 4940002370

distance 0.449

#15 · Sataracell 4940001841

distance 0.45

#16 · Sataracell 4940001737

distance 0.454

#17 · Beedcell 4700004217

distance 0.462 · cross-district

#18 · Sanglicell 4930003337

distance 0.462 · 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":4940001566}}}'

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.