Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940005321

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

0.325

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005683

distance 0.325

#2 · Sataracell 4940005799

distance 0.393

#3 · Sataracell 4940004326

distance 0.403

#4 · Sataracell 4940004942

distance 0.41

#5 · Punecell 4900000873

distance 0.416 · cross-district

#6 · Sataracell 4940008057

distance 0.418

#7 · Sataracell 4940005058

distance 0.438

#8 · Sataracell 4940002479

distance 0.439

#9 · Punecell 4900000997

distance 0.441 · cross-district

#10 · Punecell 4900003268

distance 0.441 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690007032

distance 0.445 · cross-district

#12 · Sataracell 4940002032

distance 0.45

#13 · Sataracell 4940006671

distance 0.463

#14 · Sataracell 4940006139

distance 0.466

#15 · Punecell 4900000751

distance 0.468 · cross-district

#16 · Sataracell 4940001378

distance 0.469

#17 · Chhatrapati Sambhajinagarcell 4690004165

distance 0.472 · cross-district

#18 · Sataracell 4940005564

distance 0.474

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":4940005321}}}'

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.