Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000948

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000950

distance 0.241

#2 · Sataracell 4940000661

distance 0.291

#3 · Kolhapurcell 4800004710

distance 0.291 · cross-district

#4 · Sataracell 4940000830

distance 0.299

#5 · Kolhapurcell 4800004276

distance 0.305 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001431

distance 0.323 · cross-district

#7 · Kolhapurcell 4800004199

distance 0.33 · cross-district

#8 · Amravaticell 4680006882

distance 0.35 · cross-district

#9 · Kolhapurcell 4800004355

distance 0.355 · cross-district

#10 · Amravaticell 4680002783

distance 0.359 · cross-district

#11 · Kolhapurcell 4800005142

distance 0.359 · cross-district

#12 · Nashikcell 4870009628

distance 0.36 · cross-district

#13 · Punecell 4900001090

distance 0.36 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001317

distance 0.365 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003688

distance 0.368 · cross-district

#16 · Sanglicell 4930000250

distance 0.368 · cross-district

#17 · Punecell 4900001302

distance 0.368 · cross-district

#18 · Beedcell 4700001343

distance 0.373 · 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":4940000948}}}'

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.