Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001038

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

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690001288

distance 0.218 · cross-district

#2 · Sataracell 4940004836

distance 0.227

#3 · Kolhapurcell 4800003649

distance 0.228 · cross-district

#4 · Sataracell 4940006859

distance 0.231

#5 · Kolhapurcell 4800002735

distance 0.234 · cross-district

#6 · Kolhapurcell 4800003583

distance 0.237 · cross-district

#7 · Buldhanacell 4720004755

distance 0.237 · cross-district

#8 · Sataracell 4940001041

distance 0.237

#9 · Amravaticell 4680002594

distance 0.241 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001202

distance 0.242 · cross-district

#11 · Sataracell 4940000456

distance 0.245

#12 · Sataracell 4940004097

distance 0.245

#13 · Kolhapurcell 4800003523

distance 0.247 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001287

distance 0.249 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002621

distance 0.251 · cross-district

#16 · Sataracell 4940000919

distance 0.251

#17 · Sataracell 4940000139

distance 0.251

#18 · Beedcell 4700005089

distance 0.254 · 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":4940001038}}}'

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.