Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001151

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001148

distance 0.194

#2 · Sataracell 4940001150

distance 0.252

#3 · Sataracell 4940001090

distance 0.261

#4 · Nashikcell 4870002588

distance 0.27 · cross-district

#5 · Sataracell 4940001202

distance 0.279

#6 · Sataracell 4940001091

distance 0.281

#7 · Sataracell 4940001212

distance 0.29

#8 · Kolhapurcell 4800006437

distance 0.295 · cross-district

#9 · Sataracell 4940000683

distance 0.298

#10 · Sataracell 4940003496

distance 0.299

#11 · Amravaticell 4680007502

distance 0.301 · cross-district

#12 · Sataracell 4940001044

distance 0.302

#13 · Beedcell 4700004723

distance 0.302 · cross-district

#14 · Beedcell 4700002417

distance 0.303 · cross-district

#15 · Parbhanicell 4890003266

distance 0.304 · cross-district

#16 · Parbhanicell 4890003412

distance 0.305 · cross-district

#17 · Sataracell 4940001261

distance 0.307

#18 · Sataracell 4940001467

distance 0.309

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":4940001151}}}'

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.