Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001376

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.35

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001321

distance 0.35

#2 · Sataracell 4940001203

distance 0.364

#3 · Ratnagiricell 4920004737

distance 0.366 · cross-district

#4 · Sataracell 4940001143

distance 0.368

#5 · Sataracell 4940001457

distance 0.372

#6 · Sataracell 4940001314

distance 0.372

#7 · Sataracell 4940001334

distance 0.38

#8 · Ratnagiricell 4920004268

distance 0.381 · cross-district

#9 · Sataracell 4940002926

distance 0.383

#10 · Chhatrapati Sambhajinagarcell 4690004166

distance 0.384 · cross-district

#11 · Sataracell 4940001213

distance 0.384

#12 · Sataracell 4940001468

distance 0.391

#13 · Sataracell 4940001029

distance 0.392

#14 · Nashikcell 4870002054

distance 0.393 · cross-district

#15 · Sataracell 4940003267

distance 0.396

#16 · Sataracell 4940001033

distance 0.396

#17 · Nashikcell 4870005358

distance 0.399 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004087

distance 0.402 · 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":4940001376}}}'

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.