Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000721

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000605

distance 0.177

#2 · Sanglicell 4930003881

distance 0.195 · cross-district

#3 · Sataracell 4940001068

distance 0.242

#4 · Sataracell 4940000485

distance 0.261

#5 · Sataracell 4940000663

distance 0.261

#6 · Sataracell 4940001183

distance 0.267

#7 · Sataracell 4940001124

distance 0.268

#8 · Sanglicell 4930004195

distance 0.276 · cross-district

#9 · Sanglicell 4930004051

distance 0.28 · cross-district

#10 · Sataracell 4940000324

distance 0.285

#11 · Solapurcell 4960008279

distance 0.293 · cross-district

#12 · Sataracell 4940000990

distance 0.294

#13 · Sataracell 4940000712

distance 0.297

#14 · Sanglicell 4930003721

distance 0.297 · cross-district

#15 · Sataracell 4940000428

distance 0.302

#16 · Ahmednagarcell 4660014110

distance 0.303 · cross-district

#17 · Sanglicell 4930004495

distance 0.306 · cross-district

#18 · Kolhapurcell 4800005550

distance 0.31 · 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":4940000721}}}'

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.