Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004663

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

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004790

distance 0.139

#2 · Sanglicell 4930005893

distance 0.149

#3 · Sanglicell 4930004937

distance 0.149

#4 · Kolhapurcell 4800004698

distance 0.152 · cross-district

#5 · Sanglicell 4930006401

distance 0.155

#6 · Sanglicell 4930004934

distance 0.169

#7 · Sanglicell 4930004798

distance 0.172

#8 · Sanglicell 4930005079

distance 0.175

#9 · Sanglicell 4930006541

distance 0.177

#10 · Sanglicell 4930006035

distance 0.184

#11 · Sanglicell 4930004378

distance 0.187

#12 · Sanglicell 4930006271

distance 0.197

#13 · Sanglicell 4930004526

distance 0.199

#14 · Sanglicell 4930006312

distance 0.203

#15 · Sanglicell 4930005547

distance 0.206

#16 · Ahmednagarcell 4660002955

distance 0.206 · cross-district

#17 · Sanglicell 4930005065

distance 0.206

#18 · Nashikcell 4870004264

distance 0.209 · 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":4930004663}}}'

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.