Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000915

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

0.91

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 · Sataracell 4940001150

distance 0.236

#2 · Nashikcell 4870001982

distance 0.242 · cross-district

#3 · Sataracell 4940001028

distance 0.243

#4 · Sataracell 4940000508

distance 0.243

#5 · Sataracell 4940001091

distance 0.257

#6 · Sataracell 4940001154

distance 0.257

#7 · Sataracell 4940000974

distance 0.259

#8 · Beedcell 4700003910

distance 0.264 · cross-district

#9 · Sataracell 4940001467

distance 0.264

#10 · Nashikcell 4870001886

distance 0.267 · cross-district

#11 · Nashikcell 4870003483

distance 0.269 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002289

distance 0.27 · cross-district

#13 · Nashikcell 4870001524

distance 0.27 · cross-district

#14 · Akolacell 4670000216

distance 0.272 · cross-district

#15 · Ahmednagarcell 4660005059

distance 0.275 · cross-district

#16 · Sataracell 4940000975

distance 0.276

#17 · Beedcell 4700003593

distance 0.277 · cross-district

#18 · Nashikcell 4870002588

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":4940000915}}}'

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.