Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003446

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003962

distance 0.079

#2 · Sanglicell 4930003112

distance 0.103

#3 · Sanglicell 4930003443

distance 0.109

#4 · Sanglicell 4930002575

distance 0.112

#5 · Sanglicell 4930003268

distance 0.13

#6 · Nashikcell 4870005187

distance 0.137 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690006091

distance 0.139 · cross-district

#8 · Sanglicell 4930003290

distance 0.144

#9 · Sanglicell 4930003116

distance 0.149

#10 · Solapurcell 4960012455

distance 0.159 · cross-district

#11 · Nashikcell 4870005779

distance 0.159 · cross-district

#12 · Sanglicell 4930003955

distance 0.159

#13 · Sanglicell 4930003644

distance 0.161

#14 · Sanglicell 4930003810

distance 0.162

#15 · Beedcell 4700005810

distance 0.162 · cross-district

#16 · Sanglicell 4930003291

distance 0.166

#17 · Sanglicell 4930003643

distance 0.166

#18 · Ahmednagarcell 4660000149

distance 0.169 · 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":4930003446}}}'

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.