Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000033

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000078

distance 0.112

#2 · Sanglicell 4930001669

distance 0.181 · cross-district

#3 · Sataracell 4940000552

distance 0.187

#4 · Sanglicell 4930004502

distance 0.202 · cross-district

#5 · Sanglicell 4930004780

distance 0.222 · cross-district

#6 · Sataracell 4940000062

distance 0.225

#7 · Sanglicell 4930002162

distance 0.227 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690006949

distance 0.23 · cross-district

#9 · Sanglicell 4930006027

distance 0.234 · cross-district

#10 · Sanglicell 4930001831

distance 0.236 · cross-district

#11 · Sataracell 4940000039

distance 0.238

#12 · Sataracell 4940001187

distance 0.243

#13 · Amravaticell 4680008390

distance 0.243 · cross-district

#14 · Sataracell 4940000724

distance 0.244

#15 · Sataracell 4940000493

distance 0.245

#16 · Amravaticell 4680008042

distance 0.246 · cross-district

#17 · Nashikcell 4870008800

distance 0.249 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690007277

distance 0.251 · 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":4940000033}}}'

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.