Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001062

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.301

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000533

distance 0.301

#2 · Chhatrapati Sambhajinagarcell 4690003886

distance 0.309 · cross-district

#3 · Sataracell 4940004335

distance 0.315

#4 · Amravaticell 4680007494

distance 0.321 · cross-district

#5 · Kolhapurcell 4800006330

distance 0.33 · cross-district

#6 · Sataracell 4940004952

distance 0.333

#7 · Sataracell 4940001042

distance 0.338

#8 · Kolhapurcell 4800002835

distance 0.346 · cross-district

#9 · Sataracell 4940000142

distance 0.348

#10 · Kolhapurcell 4800003794

distance 0.349 · cross-district

#11 · Sataracell 4940004578

distance 0.352

#12 · Sataracell 4940001107

distance 0.355

#13 · Sataracell 4940000352

distance 0.362

#14 · Ahmednagarcell 4660011147

distance 0.363 · cross-district

#15 · Beedcell 4700004067

distance 0.366 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003789

distance 0.369 · cross-district

#17 · Sanglicell 4930002812

distance 0.371 · cross-district

#18 · Sataracell 4940000872

distance 0.378

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":4940001062}}}'

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.