Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001930

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001829

distance 0.293

#2 · Sataracell 4940003265

distance 0.304

#3 · Sataracell 4940002033

distance 0.312

#4 · Beedcell 4700005284

distance 0.317 · cross-district

#5 · Nandurbarcell 4860003457

distance 0.319 · cross-district

#6 · Sataracell 4940002247

distance 0.322

#7 · Sataracell 4940000679

distance 0.324

#8 · Sataracell 4940002363

distance 0.324

#9 · Sataracell 4940001730

distance 0.326

#10 · Chhatrapati Sambhajinagarcell 4690004010

distance 0.328 · cross-district

#11 · Beedcell 4700005116

distance 0.336 · cross-district

#12 · Sataracell 4940000512

distance 0.339

#13 · Sataracell 4940001830

distance 0.339

#14 · Chhatrapati Sambhajinagarcell 4690002829

distance 0.341 · cross-district

#15 · Beedcell 4700005274

distance 0.343 · cross-district

#16 · Sataracell 4940003495

distance 0.348

#17 · Sataracell 4940000857

distance 0.349

#18 · Nashikcell 4870000251

distance 0.349 · 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":4940001930}}}'

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.