Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001088

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001203

distance 0.154

#2 · Sataracell 4940001087

distance 0.244

#3 · Sataracell 4940001085

distance 0.246

#4 · Sataracell 4940001086

distance 0.247

#5 · Sataracell 4940001204

distance 0.254

#6 · Sataracell 4940003612

distance 0.267

#7 · Sataracell 4940001146

distance 0.275

#8 · Beedcell 4700004545

distance 0.289 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690001192

distance 0.311 · cross-district

#10 · Sataracell 4940002037

distance 0.312

#11 · Beedcell 4700004551

distance 0.313 · cross-district

#12 · Sataracell 4940000452

distance 0.317

#13 · Beedcell 4700005059

distance 0.319 · cross-district

#14 · Sataracell 4940001212

distance 0.322

#15 · Sataracell 4940001046

distance 0.323

#16 · Nashikcell 4870001878

distance 0.325 · cross-district

#17 · Sataracell 4940001147

distance 0.33

#18 · Sataracell 4940003037

distance 0.331

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":4940001088}}}'

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.