Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001413

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001655

distance 0.186

#2 · Sataracell 4940001292

distance 0.201

#3 · Sataracell 4940002497

distance 0.214

#4 · Kolhapurcell 4800002632

distance 0.214 · cross-district

#5 · Sataracell 4940002827

distance 0.218

#6 · Sataracell 4940003634

distance 0.218

#7 · Sataracell 4940001489

distance 0.231

#8 · Sataracell 4940002947

distance 0.239

#9 · Sataracell 4940002267

distance 0.24

#10 · Kolhapurcell 4800002917

distance 0.243 · cross-district

#11 · Beedcell 4700007107

distance 0.243 · cross-district

#12 · Kolhapurcell 4800002735

distance 0.258 · cross-district

#13 · Kolhapurcell 4800003049

distance 0.258 · cross-district

#14 · Sataracell 4940001753

distance 0.258

#15 · Beedcell 4700003715

distance 0.261 · cross-district

#16 · Sataracell 4940001485

distance 0.262

#17 · Kolhapurcell 4800003318

distance 0.263 · cross-district

#18 · Sataracell 4940001409

distance 0.264

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":4940001413}}}'

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.