Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001002

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

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000480

distance 0.18

#2 · Sataracell 4940000416

distance 0.208

#3 · Sataracell 4940001177

distance 0.219

#4 · Nashikcell 4870010935

distance 0.224 · cross-district

#5 · Sataracell 4940000541

distance 0.225

#6 · Sataracell 4940006282

distance 0.233

#7 · Sataracell 4940001060

distance 0.233

#8 · Nashikcell 4870011059

distance 0.235 · cross-district

#9 · Sataracell 4940006700

distance 0.236

#10 · Sataracell 4940000700

distance 0.241

#11 · Sataracell 4940000896

distance 0.241

#12 · Buldhanacell 4720008361

distance 0.242 · cross-district

#13 · Nashikcell 4870009345

distance 0.242 · cross-district

#14 · Buldhanacell 4720008346

distance 0.243 · cross-district

#15 · Sataracell 4940004854

distance 0.245

#16 · Buldhanacell 4720008392

distance 0.245 · cross-district

#17 · Sataracell 4940004369

distance 0.247

#18 · Sataracell 4940000897

distance 0.247

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":4940001002}}}'

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.