Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002539

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

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002032

distance 0.23

#2 · Laturcell 4810002563

distance 0.239 · cross-district

#3 · Sanglicell 4930001576

distance 0.239

#4 · Sanglicell 4930002706

distance 0.243

#5 · Beedcell 4700000042

distance 0.252 · cross-district

#6 · Sanglicell 4930001219

distance 0.257

#7 · Beedcell 4700000041

distance 0.257 · cross-district

#8 · Sanglicell 4930002548

distance 0.258

#9 · Laturcell 4810002032

distance 0.26 · cross-district

#10 · Sanglicell 4930000188

distance 0.261

#11 · Sanglicell 4930002719

distance 0.262

#12 · Sanglicell 4930001292

distance 0.262

#13 · Sanglicell 4930000152

distance 0.265

#14 · Sanglicell 4930000139

distance 0.265

#15 · Laturcell 4810002757

distance 0.265 · cross-district

#16 · Laturcell 4810002582

distance 0.27 · cross-district

#17 · Sanglicell 4930003244

distance 0.27

#18 · Laturcell 4810002749

distance 0.273 · 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":4930002539}}}'

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.