Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002479

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

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002143

distance 0.127

#2 · Sanglicell 4930002989

distance 0.131

#3 · Sanglicell 4930002648

distance 0.131

#4 · Sanglicell 4930003691

distance 0.141

#5 · Sanglicell 4930003342

distance 0.147

#6 · Sanglicell 4930003161

distance 0.155

#7 · Sanglicell 4930002309

distance 0.171

#8 · Sanglicell 4930002144

distance 0.203

#9 · Sanglicell 4930002649

distance 0.211

#10 · Sanglicell 4930003166

distance 0.213

#11 · Sanglicell 4930001980

distance 0.218

#12 · Kolhapurcell 4800006354

distance 0.232 · cross-district

#13 · Kolhapurcell 4800006315

distance 0.241 · cross-district

#14 · Nandurbarcell 4860000528

distance 0.243 · cross-district

#15 · Sanglicell 4930002478

distance 0.246

#16 · Kolhapurcell 4800006227

distance 0.248 · cross-district

#17 · Nashikcell 4870013397

distance 0.251 · cross-district

#18 · Kolhapurcell 4800006272

distance 0.252 · 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":4930002479}}}'

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.