Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940004591

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005095

distance 0.119

#2 · Sataracell 4940004471

distance 0.125

#3 · Sataracell 4940003869

distance 0.136

#4 · Sataracell 4940005826

distance 0.157

#5 · Sataracell 4940000072

distance 0.165

#6 · Sataracell 4940004965

distance 0.181

#7 · Sataracell 4940006377

distance 0.188

#8 · Sataracell 4940006592

distance 0.199

#9 · Sataracell 4940000175

distance 0.209

#10 · Sataracell 4940006490

distance 0.21

#11 · Sataracell 4940006702

distance 0.212

#12 · Sataracell 4940004592

distance 0.214

#13 · Punecell 4900003731

distance 0.215 · cross-district

#14 · Punecell 4900001074

distance 0.218 · cross-district

#15 · Sataracell 4940006144

distance 0.219

#16 · Punecell 4900002636

distance 0.225 · cross-district

#17 · Sataracell 4940004472

distance 0.226

#18 · Punecell 4900001879

distance 0.23 · 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":4940004591}}}'

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.