Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002146

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

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002147

distance 0.185

#2 · Sanglicell 4930002483

distance 0.204

#3 · Sanglicell 4930002487

distance 0.206

#4 · Sanglicell 4930002484

distance 0.207

#5 · Sanglicell 4930002655

distance 0.219

#6 · Sanglicell 4930000993

distance 0.244

#7 · Kolhapurcell 4800006005

distance 0.245 · cross-district

#8 · Kolhapurcell 4800006006

distance 0.247 · cross-district

#9 · Sanglicell 4930001978

distance 0.252

#10 · Kolhapurcell 4800006000

distance 0.255 · cross-district

#11 · Sanglicell 4930001982

distance 0.262

#12 · Kolhapurcell 4800006003

distance 0.266 · cross-district

#13 · Sanglicell 4930003157

distance 0.27

#14 · Sanglicell 4930002141

distance 0.274

#15 · Sanglicell 4930002822

distance 0.28

#16 · Sanglicell 4930002476

distance 0.282

#17 · Kolhapurcell 4800006251

distance 0.286 · cross-district

#18 · Nashikcell 4870013350

distance 0.288 · 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":4930002146}}}'

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.