Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940005439

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940006233

distance 0.267

#2 · Sataracell 4940005790

distance 0.309

#3 · Sataracell 4940005194

distance 0.312

#4 · Sataracell 4940004683

distance 0.313

#5 · Sataracell 4940006142

distance 0.327

#6 · Sataracell 4940004934

distance 0.339

#7 · Sataracell 4940005678

distance 0.347

#8 · Sataracell 4940005559

distance 0.353

#9 · Sataracell 4940006019

distance 0.354

#10 · Sataracell 4940005794

distance 0.361

#11 · Sataracell 4940005309

distance 0.362

#12 · Sataracell 4940006125

distance 0.363

#13 · Punecell 4900000865

distance 0.366 · cross-district

#14 · Sataracell 4940005556

distance 0.374

#15 · Sataracell 4940006669

distance 0.378

#16 · Sataracell 4940005429

distance 0.379

#17 · Sataracell 4940005681

distance 0.379

#18 · Sataracell 4940005056

distance 0.38

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":4940005439}}}'

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.