Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001692

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

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005835

distance 0.226 · cross-district

#2 · Sanglicell 4930002020

distance 0.234

#3 · Sanglicell 4930002190

distance 0.252

#4 · Kolhapurcell 4800005907

distance 0.252 · cross-district

#5 · Sanglicell 4930002027

distance 0.268

#6 · Sanglicell 4930001259

distance 0.281

#7 · Sanglicell 4930001289

distance 0.298

#8 · Sanglicell 4930001140

distance 0.3

#9 · Kolhapurcell 4800004849

distance 0.301 · cross-district

#10 · Kolhapurcell 4800005836

distance 0.302 · cross-district

#11 · Kolhapurcell 4800004864

distance 0.305 · cross-district

#12 · Kolhapurcell 4800005832

distance 0.307 · cross-district

#13 · Sanglicell 4930000700

distance 0.316

#14 · Kolhapurcell 4800005844

distance 0.316 · cross-district

#15 · Sanglicell 4930004690

distance 0.322

#16 · Sanglicell 4930001307

distance 0.323

#17 · Sanglicell 4930000860

distance 0.328

#18 · Ahmednagarcell 4660012666

distance 0.33 · 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":4930001692}}}'

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.