Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000207

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.34

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690004352

distance 0.34 · cross-district

#2 · Sataracell 4940000533

distance 0.344

#3 · Chhatrapati Sambhajinagarcell 4690007221

distance 0.355 · cross-district

#4 · Nagpurcell 4840006820

distance 0.36 · cross-district

#5 · Sataracell 4940000195

distance 0.362

#6 · Sataracell 4940000128

distance 0.362

#7 · Sanglicell 4930004638

distance 0.367 · cross-district

#8 · Sanglicell 4930004443

distance 0.374 · cross-district

#9 · Sataracell 4940000194

distance 0.378

#10 · Beedcell 4700004384

distance 0.378 · cross-district

#11 · Sataracell 4940006590

distance 0.381

#12 · Chhatrapati Sambhajinagarcell 4690005425

distance 0.383 · cross-district

#13 · Sataracell 4940001243

distance 0.383

#14 · Sataracell 4940001231

distance 0.383

#15 · Ahmednagarcell 4660013968

distance 0.385 · cross-district

#16 · Sataracell 4940000633

distance 0.385

#17 · Sanglicell 4930002329

distance 0.386 · cross-district

#18 · Nashikcell 4870006884

distance 0.387 · 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":4940000207}}}'

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.