Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002536

The MH-36 locality cells most similar to this Sangli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005028

distance 0.223 · cross-district

#2 · Sanglicell 4930001140

distance 0.226

#3 · Kolhapurcell 4800004180

distance 0.228 · cross-district

#4 · Sanglicell 4930000469

distance 0.233

#5 · Kolhapurcell 4800003944

distance 0.242 · cross-district

#6 · Sanglicell 4930000916

distance 0.245

#7 · Kolhapurcell 4800005292

distance 0.251 · cross-district

#8 · Sanglicell 4930000406

distance 0.261

#9 · Kolhapurcell 4800004184

distance 0.262 · cross-district

#10 · Kolhapurcell 4800004242

distance 0.263 · cross-district

#11 · Laturcell 4810003362

distance 0.264 · cross-district

#12 · Kolhapurcell 4800004424

distance 0.27 · cross-district

#13 · Kolhapurcell 4800003975

distance 0.27 · cross-district

#14 · Kolhapurcell 4800004409

distance 0.272 · cross-district

#15 · Sanglicell 4930000636

distance 0.273

#16 · Kolhapurcell 4800004004

distance 0.273 · cross-district

#17 · Sanglicell 4930000624

distance 0.274

#18 · Sanglicell 4930000860

distance 0.276

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":493,"cluster_id":4930002536}}}'

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.