Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003328

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003678

distance 0.183

#2 · Sataracell 4940003101

distance 0.184

#3 · Sataracell 4940006732

distance 0.188

#4 · Sataracell 4940001891

distance 0.196

#5 · Sataracell 4940001495

distance 0.224

#6 · Sataracell 4940004040

distance 0.242

#7 · Sataracell 4940002872

distance 0.245

#8 · Sataracell 4940002428

distance 0.247

#9 · Sataracell 4940004035

distance 0.251

#10 · Sanglicell 4930002004

distance 0.253 · cross-district

#11 · Sanglicell 4930002837

distance 0.255 · cross-district

#12 · Sataracell 4940002765

distance 0.258

#13 · Sataracell 4940004481

distance 0.259

#14 · Solapurcell 4960006619

distance 0.263 · cross-district

#15 · Sataracell 4940006952

distance 0.267

#16 · Sataracell 4940003307

distance 0.268

#17 · Sataracell 4940003782

distance 0.27

#18 · Sataracell 4940006730

distance 0.272

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":4940003328}}}'

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.