Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000423

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680009885

distance 0.225 · cross-district

#2 · Sataracell 4940001118

distance 0.226

#3 · Sataracell 4940001186

distance 0.232

#4 · Amravaticell 4680009955

distance 0.235 · cross-district

#5 · Sataracell 4940000174

distance 0.236

#6 · Sataracell 4940000290

distance 0.238

#7 · Sataracell 4940000371

distance 0.244

#8 · Sanglicell 4930005451

distance 0.245 · cross-district

#9 · Amravaticell 4680009637

distance 0.251 · cross-district

#10 · Amravaticell 4680007489

distance 0.253 · cross-district

#11 · Sataracell 4940000479

distance 0.254

#12 · Sataracell 4940000991

distance 0.255

#13 · Chhatrapati Sambhajinagarcell 4690006664

distance 0.256 · cross-district

#14 · Kolhapurcell 4800005388

distance 0.26 · cross-district

#15 · Sataracell 4940001059

distance 0.263

#16 · Sanglicell 4930005984

distance 0.263 · cross-district

#17 · Amravaticell 4680009886

distance 0.264 · cross-district

#18 · Ahmednagarcell 4660012872

distance 0.266 · 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":4940000423}}}'

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.