Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000000

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000272

distance 0.167

#2 · Kolhapurcell 4800004891

distance 0.176 · cross-district

#3 · Sanglicell 4930000181

distance 0.188

#4 · Sanglicell 4930000006

distance 0.214

#5 · Sanglicell 4930000043

distance 0.218

#6 · Sanglicell 4930000049

distance 0.229

#7 · Kolhapurcell 4800004132

distance 0.231 · cross-district

#8 · Laturcell 4810002759

distance 0.231 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690001568

distance 0.244 · cross-district

#10 · Laturcell 4810002758

distance 0.245 · cross-district

#11 · Laturcell 4810004384

distance 0.257 · cross-district

#12 · Laturcell 4810004247

distance 0.259 · cross-district

#13 · Sanglicell 4930000125

distance 0.259

#14 · Kolhapurcell 4800004844

distance 0.26 · cross-district

#15 · Sanglicell 4930003430

distance 0.262

#16 · Kolhapurcell 4800005447

distance 0.262 · cross-district

#17 · Laturcell 4810002479

distance 0.264 · cross-district

#18 · Sanglicell 4930000362

distance 0.264

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":4930000000}}}'

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.