Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000795

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

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000794

distance 0.237

#2 · Sataracell 4940000796

distance 0.334

#3 · Ratnagiricell 4920004525

distance 0.359 · cross-district

#4 · Ratnagiricell 4920003072

distance 0.399 · cross-district

#5 · Sataracell 4940000346

distance 0.407

#6 · Sataracell 4940001483

distance 0.409

#7 · Raigadcell 4910000266

distance 0.412 · cross-district

#8 · Beedcell 4700004458

distance 0.423 · cross-district

#9 · Kolhapurcell 4800001772

distance 0.427 · cross-district

#10 · Sataracell 4940000738

distance 0.427

#11 · Kolhapurcell 4800000917

distance 0.428 · cross-district

#12 · Sataracell 4940000348

distance 0.436

#13 · Nashikcell 4870011744

distance 0.451 · cross-district

#14 · Ratnagiricell 4920005221

distance 0.451 · cross-district

#15 · Ratnagiricell 4920005234

distance 0.453 · cross-district

#16 · Beedcell 4700004240

distance 0.453 · cross-district

#17 · Punecell 4900012304

distance 0.455 · cross-district

#18 · Sanglicell 4930004632

distance 0.456 · 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":4940000795}}}'

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.