Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940004313

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940004809

distance 0.27

#2 · Sataracell 4940004433

distance 0.286

#3 · Sataracell 4940006009

distance 0.314

#4 · Sataracell 4940005901

distance 0.315

#5 · Sataracell 4940006445

distance 0.321

#6 · Sataracell 4940005684

distance 0.327

#7 · Ratnagiricell 4920005605

distance 0.349 · cross-district

#8 · Sataracell 4940004432

distance 0.352

#9 · Sataracell 4940004928

distance 0.363

#10 · Sataracell 4940006124

distance 0.366

#11 · Sataracell 4940006119

distance 0.368

#12 · Sataracell 4940004074

distance 0.377

#13 · Punecell 4900013293

distance 0.384 · cross-district

#14 · Ratnagiricell 4920005659

distance 0.39 · cross-district

#15 · Sataracell 4940006013

distance 0.391

#16 · Sataracell 4940005307

distance 0.396

#17 · Sataracell 4940003834

distance 0.397

#18 · Punecell 4900012967

distance 0.398 · cross-district

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":4940004313}}}'

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.