Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000579

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000635

distance 0.177

#2 · Sataracell 4940000405

distance 0.204

#3 · Sataracell 4940001231

distance 0.215

#4 · Sataracell 4940000633

distance 0.232

#5 · Sataracell 4940000128

distance 0.255

#6 · Sataracell 4940006688

distance 0.255

#7 · Sataracell 4940000650

distance 0.257

#8 · Sataracell 4940000523

distance 0.262

#9 · Sataracell 4940005817

distance 0.263

#10 · Sataracell 4940004469

distance 0.265

#11 · Sataracell 4940000467

distance 0.266

#12 · Kolhapurcell 4800003790

distance 0.267 · cross-district

#13 · Sataracell 4940000521

distance 0.27

#14 · Sataracell 4940001049

distance 0.277

#15 · Sataracell 4940006277

distance 0.277

#16 · Sataracell 4940006471

distance 0.28

#17 · Sataracell 4940001219

distance 0.28

#18 · Sataracell 4940000525

distance 0.281

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":4940000579}}}'

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.