Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001206

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

0.357

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000846

distance 0.357

#2 · Nashikcell 4870002137

distance 0.382 · cross-district

#3 · Sataracell 4940000967

distance 0.39

#4 · Sataracell 4940002707

distance 0.395

#5 · Sataracell 4940000743

distance 0.398

#6 · Sataracell 4940000629

distance 0.399

#7 · Ratnagiricell 4920004972

distance 0.401 · cross-district

#8 · Sataracell 4940001173

distance 0.402

#9 · Sataracell 4940001099

distance 0.402

#10 · Kolhapurcell 4800006452

distance 0.41 · cross-district

#11 · Sataracell 4940000395

distance 0.411

#12 · Sataracell 4940001468

distance 0.413

#13 · Sataracell 4940001335

distance 0.415

#14 · Sataracell 4940001025

distance 0.417

#15 · Chhatrapati Sambhajinagarcell 4690001196

distance 0.418 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690008600

distance 0.422 · cross-district

#17 · Sataracell 4940000396

distance 0.428

#18 · Sataracell 4940000630

distance 0.431

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":4940001206}}}'

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.