Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000954

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

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001254

distance 0.249

#2 · Sataracell 4940006070

distance 0.266

#3 · Sataracell 4940000238

distance 0.273

#4 · Sataracell 4940000839

distance 0.276

#5 · Sataracell 4940002558

distance 0.276

#6 · Sataracell 4940000170

distance 0.283

#7 · Sataracell 4940000953

distance 0.283

#8 · Kolhapurcell 4800005306

distance 0.285 · cross-district

#9 · Sataracell 4940000955

distance 0.287

#10 · Sataracell 4940002787

distance 0.29

#11 · Sataracell 4940005584

distance 0.292

#12 · Sataracell 4940001313

distance 0.294

#13 · Sanglicell 4930004955

distance 0.296 · cross-district

#14 · Sataracell 4940000301

distance 0.296

#15 · Sataracell 4940006578

distance 0.297

#16 · Chhatrapati Sambhajinagarcell 4690003991

distance 0.298 · cross-district

#17 · Sataracell 4940007068

distance 0.3

#18 · Sanglicell 4930005882

distance 0.303 · 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":4940000954}}}'

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.