Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003595

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002052

distance 0.172

#2 · Sanglicell 4930002048

distance 0.205

#3 · Beedcell 4700003057

distance 0.205 · cross-district

#4 · Sanglicell 4930003411

distance 0.207

#5 · Beedcell 4700005635

distance 0.21 · cross-district

#6 · Sanglicell 4930003598

distance 0.222

#7 · Beedcell 4700004404

distance 0.228 · cross-district

#8 · Sanglicell 4930001343

distance 0.233

#9 · Sanglicell 4930006364

distance 0.235

#10 · Solapurcell 4960006069

distance 0.24 · cross-district

#11 · Beedcell 4700005353

distance 0.244 · cross-district

#12 · Sanglicell 4930003806

distance 0.246

#13 · Solapurcell 4960004859

distance 0.25 · cross-district

#14 · Sanglicell 4930000947

distance 0.258

#15 · Beedcell 4700006752

distance 0.264 · cross-district

#16 · Sanglicell 4930000174

distance 0.265

#17 · Nashikcell 4870012743

distance 0.265 · cross-district

#18 · Nashikcell 4870005722

distance 0.265 · 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":4930003595}}}'

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.