Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000269

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002166

distance 0.236 · cross-district

#2 · Sataracell 4940000057

distance 0.238

#3 · Sataracell 4940000268

distance 0.239

#4 · Sataracell 4940000147

distance 0.239

#5 · Sanglicell 4930003872

distance 0.242 · cross-district

#6 · Sataracell 4940000182

distance 0.248

#7 · Sanglicell 4930003195

distance 0.25 · cross-district

#8 · Sataracell 4940000267

distance 0.251

#9 · Sataracell 4940000227

distance 0.253

#10 · Sataracell 4940000187

distance 0.255

#11 · Sataracell 4940001184

distance 0.256

#12 · Sataracell 4940000486

distance 0.256

#13 · Sanglicell 4930004192

distance 0.257 · cross-district

#14 · Sanglicell 4930001370

distance 0.267 · cross-district

#15 · Sanglicell 4930001381

distance 0.268 · cross-district

#16 · Sanglicell 4930003012

distance 0.269 · cross-district

#17 · Sanglicell 4930004048

distance 0.276 · cross-district

#18 · Sataracell 4940000226

distance 0.279

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":4940000269}}}'

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.