Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001086

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001087

distance 0.19

#2 · Sataracell 4940001144

distance 0.218

#3 · Sataracell 4940001085

distance 0.224

#4 · Sataracell 4940001088

distance 0.247

#5 · Sataracell 4940001146

distance 0.25

#6 · Sataracell 4940001084

distance 0.268

#7 · Sataracell 4940001204

distance 0.286

#8 · Sataracell 4940001203

distance 0.291

#9 · Kolhapurcell 4800001153

distance 0.304 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690004200

distance 0.305 · cross-district

#11 · Yavatmalcell 5000003243

distance 0.309 · cross-district

#12 · Beedcell 4700004551

distance 0.309 · cross-district

#13 · Sataracell 4940000857

distance 0.31

#14 · Hingolicell 4770002207

distance 0.316 · cross-district

#15 · Yavatmalcell 5000003960

distance 0.319 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001188

distance 0.321 · cross-district

#17 · Gadchirolicell 4750003306

distance 0.327 · cross-district

#18 · Sataracell 4940000984

distance 0.328

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":4940001086}}}'

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.