Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000679

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

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000742

distance 0.172

#2 · Sataracell 4940001094

distance 0.195

#3 · Sataracell 4940000678

distance 0.197

#4 · Sataracell 4940001093

distance 0.213

#5 · Sataracell 4940001830

distance 0.228

#6 · Nandurbarcell 4860003528

distance 0.254 · cross-district

#7 · Sataracell 4940000748

distance 0.254

#8 · Sataracell 4940000803

distance 0.255

#9 · Beedcell 4700006360

distance 0.26 · cross-district

#10 · Nandurbarcell 4860003538

distance 0.261 · cross-district

#11 · Beedcell 4700003575

distance 0.262 · cross-district

#12 · Sataracell 4940001211

distance 0.267

#13 · Sataracell 4940001829

distance 0.269

#14 · Chhatrapati Sambhajinagarcell 4690001452

distance 0.27 · cross-district

#15 · Sataracell 4940001826

distance 0.27

#16 · Ahmednagarcell 4660005392

distance 0.271 · cross-district

#17 · Beedcell 4700006216

distance 0.275 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690001903

distance 0.277 · 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":4940000679}}}'

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.