Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940005328

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005433

distance 0.225

#2 · Sataracell 4940004440

distance 0.254

#3 · Sataracell 4940004805

distance 0.279

#4 · Sataracell 4940006353

distance 0.294

#5 · Sataracell 4940008450

distance 0.343

#6 · Sataracell 4940005058

distance 0.375

#7 · Sataracell 4940008143

distance 0.382

#8 · Sataracell 4940006454

distance 0.385

#9 · Sataracell 4940005073

distance 0.391

#10 · Sataracell 4940008246

distance 0.392

#11 · Sataracell 4940006244

distance 0.395

#12 · Sataracell 4940006133

distance 0.397

#13 · Sataracell 4940006241

distance 0.398

#14 · Sataracell 4940006981

distance 0.403

#15 · Sataracell 4940004326

distance 0.405

#16 · Sataracell 4940005310

distance 0.405

#17 · Sataracell 4940006467

distance 0.412

#18 · Sataracell 4940005447

distance 0.415

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":4940005328}}}'

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.