Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001901

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

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003442

distance 0.206

#2 · Sataracell 4940003673

distance 0.313

#3 · Sataracell 4940004881

distance 0.316

#4 · Sataracell 4940004846

distance 0.322

#5 · Ahmednagarcell 4660012309

distance 0.349 · cross-district

#6 · Ahmednagarcell 4660008390

distance 0.351 · cross-district

#7 · Ahmednagarcell 4660003316

distance 0.355 · cross-district

#8 · Sanglicell 4930002670

distance 0.359 · cross-district

#9 · Sanglicell 4930003362

distance 0.364 · cross-district

#10 · Ahmednagarcell 4660006386

distance 0.367 · cross-district

#11 · Sanglicell 4930002671

distance 0.373 · cross-district

#12 · Solapurcell 4960004068

distance 0.387 · cross-district

#13 · Ahmednagarcell 4660014172

distance 0.388 · cross-district

#14 · Nashikcell 4870006281

distance 0.39 · cross-district

#15 · Punecell 4900005519

distance 0.394 · cross-district

#16 · Sanglicell 4930002165

distance 0.399 · cross-district

#17 · Sataracell 4940006372

distance 0.402

#18 · Nashikcell 4870003510

distance 0.403 · 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":4940001901}}}'

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.