Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001928

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001328

distance 0.277

#2 · Ratnagiricell 4920004851

distance 0.281 · cross-district

#3 · Ratnagiricell 4920005031

distance 0.281 · cross-district

#4 · Sataracell 4940001316

distance 0.281

#5 · Sataracell 4940000845

distance 0.292

#6 · Sataracell 4940001200

distance 0.316

#7 · Sataracell 4940001831

distance 0.321

#8 · Ratnagiricell 4920004912

distance 0.322 · cross-district

#9 · Sataracell 4940001257

distance 0.332

#10 · Sataracell 4940001537

distance 0.34

#11 · Ratnagiricell 4920004970

distance 0.341 · cross-district

#12 · Sataracell 4940001395

distance 0.342

#13 · Ratnagiricell 4920004680

distance 0.346 · cross-district

#14 · Ratnagiricell 4920004738

distance 0.346 · cross-district

#15 · Sataracell 4940001320

distance 0.349

#16 · Ratnagiricell 4920004792

distance 0.35 · cross-district

#17 · Sataracell 4940001269

distance 0.353

#18 · Sataracell 4940001333

distance 0.355

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":4940001928}}}'

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.