Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001481

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001847

distance 0.226

#2 · Sataracell 4940002042

distance 0.24

#3 · Sataracell 4940001401

distance 0.297

#4 · Sataracell 4940000258

distance 0.32

#5 · Sataracell 4940001946

distance 0.324

#6 · Sataracell 4940001349

distance 0.332

#7 · Beedcell 4700004035

distance 0.334 · cross-district

#8 · Sataracell 4940001559

distance 0.335

#9 · Sataracell 4940001291

distance 0.351

#10 · Sataracell 4940001478

distance 0.354

#11 · Sataracell 4940002715

distance 0.361

#12 · Sataracell 4940002374

distance 0.364

#13 · Nashikcell 4870012828

distance 0.367 · cross-district

#14 · Sataracell 4940001562

distance 0.368

#15 · Ahmednagarcell 4660010322

distance 0.368 · cross-district

#16 · Sataracell 4940001479

distance 0.369

#17 · Sataracell 4940001400

distance 0.371

#18 · Sataracell 4940000877

distance 0.376

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":4940001481}}}'

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.