Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000415

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

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000028

distance 0.154

#2 · Sataracell 4940000310

distance 0.177

#3 · Sataracell 4940000072

distance 0.223

#4 · Sataracell 4940006490

distance 0.232

#5 · Sataracell 4940005463

distance 0.232

#6 · Sanglicell 4930005876

distance 0.233 · cross-district

#7 · Akolacell 4670004659

distance 0.236 · cross-district

#8 · Sataracell 4940000051

distance 0.239

#9 · Ahmednagarcell 4660005390

distance 0.239 · cross-district

#10 · Kolhapurcell 4800002640

distance 0.243 · cross-district

#11 · Kolhapurcell 4800002917

distance 0.244 · cross-district

#12 · Beedcell 4700004405

distance 0.244 · cross-district

#13 · Sataracell 4940000074

distance 0.245

#14 · Sataracell 4940004591

distance 0.246

#15 · Beedcell 4700005367

distance 0.247 · cross-district

#16 · Beedcell 4700006351

distance 0.249 · cross-district

#17 · Solapurcell 4960004804

distance 0.25 · cross-district

#18 · Nashikcell 4870007036

distance 0.25 · 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":4940000415}}}'

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.