Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000204

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

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000040

distance 0.227

#2 · Sanglicell 4930004024

distance 0.228 · cross-district

#3 · Sataracell 4940000170

distance 0.242

#4 · Sataracell 4940000171

distance 0.245

#5 · Sataracell 4940000753

distance 0.248

#6 · Sataracell 4940000519

distance 0.259

#7 · Sataracell 4940000183

distance 0.261

#8 · Sataracell 4940000691

distance 0.266

#9 · Sataracell 4940000705

distance 0.27

#10 · Sataracell 4940000042

distance 0.273

#11 · Sataracell 4940000456

distance 0.279

#12 · Sataracell 4940000457

distance 0.287

#13 · Sataracell 4940000459

distance 0.29

#14 · Sataracell 4940000131

distance 0.295

#15 · Amravaticell 4680007647

distance 0.304 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003991

distance 0.305 · cross-district

#17 · Kolhapurcell 4800003659

distance 0.307 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002087

distance 0.308 · 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":4940000204}}}'

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.