Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004082

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

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004085

distance 0.092

#2 · Sanglicell 4930004238

distance 0.138

#3 · Sanglicell 4930006363

distance 0.139

#4 · Dharashivcell 4880003417

distance 0.158 · cross-district

#5 · Solapurcell 4960004265

distance 0.16 · cross-district

#6 · Sanglicell 4930004404

distance 0.162

#7 · Sanglicell 4930001178

distance 0.163

#8 · Solapurcell 4960003817

distance 0.164 · cross-district

#9 · Dharashivcell 4880003539

distance 0.165 · cross-district

#10 · Sanglicell 4930001874

distance 0.166

#11 · Dharashivcell 4880004086

distance 0.167 · cross-district

#12 · Sanglicell 4930004237

distance 0.167

#13 · Sanglicell 4930004091

distance 0.168

#14 · Solapurcell 4960010220

distance 0.171 · cross-district

#15 · Solapurcell 4960007850

distance 0.172 · cross-district

#16 · Sanglicell 4930001301

distance 0.173

#17 · Sanglicell 4930006165

distance 0.173

#18 · Beedcell 4700005440

distance 0.173 · 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":4930004082}}}'

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.