Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002166

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001822

distance 0.181

#2 · Sanglicell 4930005808

distance 0.182

#3 · Sanglicell 4930001381

distance 0.183

#4 · Sanglicell 4930003195

distance 0.188

#5 · Sanglicell 4930002669

distance 0.189

#6 · Sanglicell 4930002667

distance 0.19

#7 · Sanglicell 4930000214

distance 0.196

#8 · Sataracell 4940004974

distance 0.197 · cross-district

#9 · Sataracell 4940004378

distance 0.199 · cross-district

#10 · Kolhapurcell 4800004608

distance 0.2 · cross-district

#11 · Sanglicell 4930003355

distance 0.204

#12 · Sanglicell 4930001371

distance 0.209

#13 · Sanglicell 4930002666

distance 0.21

#14 · Sanglicell 4930005428

distance 0.213

#15 · Sanglicell 4930006537

distance 0.215

#16 · Sanglicell 4930005634

distance 0.215

#17 · Kolhapurcell 4800004785

distance 0.216 · cross-district

#18 · Sanglicell 4930002169

distance 0.217

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":4930002166}}}'

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.