Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002039

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001561

distance 0.243

#2 · Sataracell 4940001343

distance 0.259

#3 · Sataracell 4940002145

distance 0.26

#4 · Sataracell 4940002714

distance 0.265

#5 · Nashikcell 4870011632

distance 0.27 · cross-district

#6 · Sataracell 4940001283

distance 0.285

#7 · Sataracell 4940002049

distance 0.315

#8 · Sataracell 4940001741

distance 0.323

#9 · Sataracell 4940003393

distance 0.325

#10 · Sataracell 4940001937

distance 0.328

#11 · Nashikcell 4870012686

distance 0.33 · cross-district

#12 · Sataracell 4940001555

distance 0.331

#13 · Dhulecell 4740006196

distance 0.338 · cross-district

#14 · Nashikcell 4870011627

distance 0.344 · cross-district

#15 · Sataracell 4940001060

distance 0.344

#16 · Sataracell 4940002933

distance 0.345

#17 · Sataracell 4940002151

distance 0.351

#18 · Sataracell 4940003385

distance 0.352

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":4940002039}}}'

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.