Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000508

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000683

distance 0.189

#2 · Sataracell 4940002362

distance 0.234

#3 · Sataracell 4940000915

distance 0.243

#4 · Amravaticell 4680010361

distance 0.275 · cross-district

#5 · Sataracell 4940001467

distance 0.276

#6 · Sataracell 4940002476

distance 0.277

#7 · Dharashivcell 4880004634

distance 0.281 · cross-district

#8 · Beedcell 4700000743

distance 0.283 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002399

distance 0.284 · cross-district

#10 · Beedcell 4700001726

distance 0.285 · cross-district

#11 · Beedcell 4700001181

distance 0.29 · cross-district

#12 · Beedcell 4700000744

distance 0.29 · cross-district

#13 · Nashikcell 4870003075

distance 0.291 · cross-district

#14 · Ahmednagarcell 4660005253

distance 0.295 · cross-district

#15 · Beedcell 4700004493

distance 0.298 · cross-district

#16 · Beedcell 4700002065

distance 0.298 · cross-district

#17 · Solapurcell 4960001442

distance 0.299 · cross-district

#18 · Beedcell 4700002765

distance 0.299 · 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":4940000508}}}'

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.