Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003348

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003344

distance 0.182

#2 · Sanglicell 4930002656

distance 0.197

#3 · Sanglicell 4930003689

distance 0.22

#4 · Sanglicell 4930001654

distance 0.227

#5 · Sataracell 4940000014

distance 0.228 · cross-district

#6 · Sanglicell 4930003164

distance 0.231

#7 · Sanglicell 4930002816

distance 0.232

#8 · Kolhapurcell 4800006343

distance 0.235 · cross-district

#9 · Sanglicell 4930003518

distance 0.236

#10 · Sanglicell 4930002314

distance 0.239

#11 · Sataracell 4940000016

distance 0.24 · cross-district

#12 · Sanglicell 4930003517

distance 0.241

#13 · Sanglicell 4930002313

distance 0.246

#14 · Sanglicell 4930003696

distance 0.259

#15 · Kolhapurcell 4800006182

distance 0.264 · cross-district

#16 · Sataracell 4940000017

distance 0.264 · cross-district

#17 · Kolhapurcell 4800006113

distance 0.268 · cross-district

#18 · Kolhapurcell 4800006045

distance 0.269 · 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":4930003348}}}'

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.