Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002813

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006226

distance 0.105 · cross-district

#2 · Kolhapurcell 4800006157

distance 0.174 · cross-district

#3 · Kolhapurcell 4800006134

distance 0.223 · cross-district

#4 · Sanglicell 4930002478

distance 0.232

#5 · Kolhapurcell 4800006368

distance 0.243 · cross-district

#6 · Kolhapurcell 4800006204

distance 0.25 · cross-district

#7 · Kolhapurcell 4800006312

distance 0.267 · cross-district

#8 · Kolhapurcell 4800006209

distance 0.267 · cross-district

#9 · Kolhapurcell 4800006178

distance 0.268 · cross-district

#10 · Sataracell 4940000001

distance 0.281 · cross-district

#11 · Kolhapurcell 4800006272

distance 0.282 · cross-district

#12 · Sanglicell 4930003338

distance 0.283

#13 · Sanglicell 4930002814

distance 0.284

#14 · Kolhapurcell 4800006388

distance 0.286 · cross-district

#15 · Kolhapurcell 4800006315

distance 0.287 · cross-district

#16 · Kolhapurcell 4800005805

distance 0.296 · cross-district

#17 · Sanglicell 4930002985

distance 0.297

#18 · Kolhapurcell 4800006354

distance 0.3 · 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":493,"cluster_id":4930002813}}}'

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.