Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001546

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003960

distance 0.246

#2 · Beedcell 4700001862

distance 0.251 · cross-district

#3 · Sanglicell 4930001272

distance 0.256

#4 · Chhatrapati Sambhajinagarcell 4690001652

distance 0.261 · cross-district

#5 · Laturcell 4810002388

distance 0.261 · cross-district

#6 · Dharashivcell 4880006031

distance 0.263 · cross-district

#7 · Sanglicell 4930002565

distance 0.263

#8 · Kolhapurcell 4800003974

distance 0.265 · cross-district

#9 · Sanglicell 4930000820

distance 0.269

#10 · Sanglicell 4930001865

distance 0.27

#11 · Sanglicell 4930003915

distance 0.271

#12 · Sanglicell 4930001146

distance 0.271

#13 · Sanglicell 4930001864

distance 0.272

#14 · Kolhapurcell 4800005149

distance 0.275 · cross-district

#15 · Sanglicell 4930000457

distance 0.278

#16 · Laturcell 4810003449

distance 0.278 · cross-district

#17 · Laturcell 4810000085

distance 0.278 · cross-district

#18 · Dharashivcell 4880004390

distance 0.278 · 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":4930001546}}}'

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.