Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001079

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002026

distance 0.168 · cross-district

#2 · Laturcell 4810001966

distance 0.172 · cross-district

#3 · Solapurcell 4960000165

distance 0.175 · cross-district

#4 · Beedcell 4700002532

distance 0.175 · cross-district

#5 · Beedcell 4700000439

distance 0.18 · cross-district

#6 · Dharashivcell 4880002160

distance 0.183 · cross-district

#7 · Beedcell 4700001426

distance 0.185 · cross-district

#8 · Laturcell 4810001070

distance 0.185 · cross-district

#9 · Laturcell 4810000962

distance 0.185 · cross-district

#10 · Sanglicell 4930002567

distance 0.185

#11 · Beedcell 4700002348

distance 0.187 · cross-district

#12 · Dharashivcell 4880001684

distance 0.188 · cross-district

#13 · Laturcell 4810001987

distance 0.188 · cross-district

#14 · Beedcell 4700002538

distance 0.19 · cross-district

#15 · Sanglicell 4930003427

distance 0.19

#16 · Dharashivcell 4880005032

distance 0.192 · cross-district

#17 · Sanglicell 4930000570

distance 0.195

#18 · Beedcell 4700004167

distance 0.198 · 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":4930001079}}}'

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.