Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001735

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

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001592

distance 0.124

#2 · Sanglicell 4930002402

distance 0.131

#3 · Sanglicell 4930003082

distance 0.143

#4 · Sanglicell 4930001908

distance 0.152

#5 · Sanglicell 4930002750

distance 0.154

#6 · Chhatrapati Sambhajinagarcell 4690002127

distance 0.157 · cross-district

#7 · Sanglicell 4930001078

distance 0.158

#8 · Sanglicell 4930002739

distance 0.163

#9 · Sanglicell 4930001449

distance 0.164

#10 · Sanglicell 4930000753

distance 0.171

#11 · Solapurcell 4960012530

distance 0.178 · cross-district

#12 · Sanglicell 4930000495

distance 0.184

#13 · Beedcell 4700001407

distance 0.185 · cross-district

#14 · Laturcell 4810002075

distance 0.185 · cross-district

#15 · Sanglicell 4930003256

distance 0.185

#16 · Sanglicell 4930000754

distance 0.186

#17 · Sanglicell 4930000415

distance 0.188

#18 · Beedcell 4700006254

distance 0.19 · 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":4930001735}}}'

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.