Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000271

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

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004034

distance 0.131 · cross-district

#2 · Sataracell 4940000187

distance 0.135

#3 · Sataracell 4940000225

distance 0.16

#4 · Sataracell 4940000226

distance 0.178

#5 · Sataracell 4940000268

distance 0.193

#6 · Sataracell 4940000149

distance 0.193

#7 · Sanglicell 4930004192

distance 0.195 · cross-district

#8 · Sataracell 4940000227

distance 0.206

#9 · Kolhapurcell 4800005783

distance 0.207 · cross-district

#10 · Sanglicell 4930004344

distance 0.207 · cross-district

#11 · Sataracell 4940000186

distance 0.208

#12 · Kolhapurcell 4800005785

distance 0.212 · cross-district

#13 · Sanglicell 4930000597

distance 0.219 · cross-district

#14 · Sanglicell 4930004033

distance 0.227 · cross-district

#15 · Sataracell 4940001008

distance 0.229

#16 · Kolhapurcell 4800005635

distance 0.229 · cross-district

#17 · Sataracell 4940000549

distance 0.231

#18 · Sataracell 4940000115

distance 0.231

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":4940000271}}}'

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.