Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000853

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

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000850

distance 0.184

#2 · Nashikcell 4870004057

distance 0.187 · cross-district

#3 · Nashikcell 4870004056

distance 0.222 · cross-district

#4 · Nashikcell 4870003765

distance 0.229 · cross-district

#5 · Nashikcell 4870002948

distance 0.238 · cross-district

#6 · Beedcell 4700006210

distance 0.246 · cross-district

#7 · Nashikcell 4870001894

distance 0.25 · cross-district

#8 · Nashikcell 4870004206

distance 0.251 · cross-district

#9 · Nashikcell 4870004198

distance 0.252 · cross-district

#10 · Nashikcell 4870003203

distance 0.256 · cross-district

#11 · Kolhapurcell 4800000659

distance 0.256 · cross-district

#12 · Sataracell 4940000507

distance 0.256

#13 · Nashikcell 4870003476

distance 0.26 · cross-district

#14 · Nashikcell 4870002691

distance 0.262 · cross-district

#15 · Nashikcell 4870003898

distance 0.262 · cross-district

#16 · Sataracell 4940000851

distance 0.262

#17 · Beedcell 4700005357

distance 0.264 · cross-district

#18 · Kolhapurcell 4800000501

distance 0.269 · 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":4940000853}}}'

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.