Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001237

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000980

distance 0.151

#2 · Sataracell 4940000414

distance 0.214

#3 · Sataracell 4940001233

distance 0.216

#4 · Buldhanacell 4720004835

distance 0.222 · cross-district

#5 · Sataracell 4940006163

distance 0.231

#6 · Akolacell 4670004613

distance 0.232 · cross-district

#7 · Sanglicell 4930005296

distance 0.238 · cross-district

#8 · Dharashivcell 4880001084

distance 0.24 · cross-district

#9 · Sataracell 4940005229

distance 0.244

#10 · Buldhanacell 4720004783

distance 0.246 · cross-district

#11 · Sataracell 4940000803

distance 0.246

#12 · Punecell 4900002784

distance 0.249 · cross-district

#13 · Akolacell 4670004495

distance 0.25 · cross-district

#14 · Sataracell 4940006164

distance 0.252

#15 · Kolhapurcell 4800003486

distance 0.252 · cross-district

#16 · Akolacell 4670004494

distance 0.253 · cross-district

#17 · Sataracell 4940001247

distance 0.253

#18 · Sataracell 4940001045

distance 0.254

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":4940001237}}}'

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.