Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000228

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.323

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000550

distance 0.323

#2 · Nashikcell 4870008386

distance 0.344 · cross-district

#3 · Sataracell 4940000377

distance 0.347

#4 · Sataracell 4940000318

distance 0.363

#5 · Ahmednagarcell 4660013576

distance 0.365 · cross-district

#6 · Sataracell 4940000155

distance 0.368

#7 · Ahmednagarcell 4660012897

distance 0.369 · cross-district

#8 · Ahmednagarcell 4660014020

distance 0.373 · cross-district

#9 · Sataracell 4940000380

distance 0.375

#10 · Sataracell 4940000545

distance 0.377

#11 · Nashikcell 4870008533

distance 0.38 · cross-district

#12 · Sataracell 4940000836

distance 0.386

#13 · Sanglicell 4930004499

distance 0.392 · cross-district

#14 · Sataracell 4940000268

distance 0.394

#15 · Kolhapurcell 4800005479

distance 0.396 · cross-district

#16 · Nagpurcell 4840002889

distance 0.398 · cross-district

#17 · Kolhapurcell 4800005471

distance 0.399 · cross-district

#18 · Ahmednagarcell 4660013429

distance 0.404 · 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":4940000228}}}'

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.