Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001554

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001557

distance 0.201

#2 · Sataracell 4940001284

distance 0.235

#3 · Sataracell 4940003064

distance 0.236

#4 · Sataracell 4940001739

distance 0.238

#5 · Sataracell 4940001400

distance 0.241

#6 · Sataracell 4940002255

distance 0.259

#7 · Sataracell 4940001297

distance 0.262

#8 · Beedcell 4700005236

distance 0.269 · cross-district

#9 · Sataracell 4940001943

distance 0.272

#10 · Sataracell 4940001401

distance 0.272

#11 · Kolhapurcell 4800003649

distance 0.273 · cross-district

#12 · Beedcell 4700003716

distance 0.275 · cross-district

#13 · Sataracell 4940001346

distance 0.295

#14 · Sataracell 4940001642

distance 0.297

#15 · Sataracell 4940002715

distance 0.302

#16 · Sataracell 4940001939

distance 0.302

#17 · Beedcell 4700004925

distance 0.306 · cross-district

#18 · Sataracell 4940001850

distance 0.307

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":4940001554}}}'

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.