Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000949

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005968

distance 0.237 · cross-district

#2 · Sataracell 4940001069

distance 0.269

#3 · Kolhapurcell 4800004366

distance 0.27 · cross-district

#4 · Kolhapurcell 4800005139

distance 0.294 · cross-district

#5 · Punecell 4900000272

distance 0.295 · cross-district

#6 · Kolhapurcell 4800004783

distance 0.298 · cross-district

#7 · Sanglicell 4930003362

distance 0.301 · cross-district

#8 · Kolhapurcell 4800005126

distance 0.314 · cross-district

#9 · Dharashivcell 4880000695

distance 0.322 · cross-district

#10 · Sataracell 4940004859

distance 0.327

#11 · Punecell 4900001309

distance 0.333 · cross-district

#12 · Kolhapurcell 4800003804

distance 0.336 · cross-district

#13 · Sataracell 4940004954

distance 0.337

#14 · Sanglicell 4930005821

distance 0.343 · cross-district

#15 · Sataracell 4940004708

distance 0.343

#16 · Sanglicell 4930002226

distance 0.344 · cross-district

#17 · Sanglicell 4930002165

distance 0.344 · cross-district

#18 · Punecell 4900001160

distance 0.345 · 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":4940000949}}}'

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.