Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007315

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.362

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007425

distance 0.362

#2 · Sataracell 4940004698

distance 0.439

#3 · Sataracell 4940007198

distance 0.445

#4 · Sataracell 4940007212

distance 0.447

#5 · Sataracell 4940007215

distance 0.466

#6 · Sataracell 4940007430

distance 0.471

#7 · Sataracell 4940007103

distance 0.473

#8 · Sataracell 4940007195

distance 0.489

#9 · Sataracell 4940007423

distance 0.492

#10 · Sataracell 4940007204

distance 0.498

#11 · Sataracell 4940007426

distance 0.5

#12 · Sataracell 4940004572

distance 0.513

#13 · Sataracell 4940007733

distance 0.515

#14 · Sataracell 4940006667

distance 0.517

#15 · Sataracell 4940004107

distance 0.518

#16 · Sataracell 4940006898

distance 0.519

#17 · Sataracell 4940006345

distance 0.534

#18 · Sataracell 4940007428

distance 0.537

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":4940007315}}}'

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.