Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004648

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002838

distance 0.24

#2 · Sanglicell 4930003538

distance 0.261

#3 · Sataracell 4940000270

distance 0.278 · cross-district

#4 · Sanglicell 4930003190

distance 0.282

#5 · Sanglicell 4930005821

distance 0.326

#6 · Sanglicell 4930001385

distance 0.339

#7 · Sataracell 4940001069

distance 0.349 · cross-district

#8 · Sanglicell 4930002345

distance 0.365

#9 · Chhatrapati Sambhajinagarcell 4690006659

distance 0.367 · cross-district

#10 · Sanglicell 4930005309

distance 0.367

#11 · Kolhapurcell 4800004439

distance 0.38 · cross-district

#12 · Sataracell 4940000148

distance 0.389 · cross-district

#13 · Sataracell 4940000830

distance 0.391 · cross-district

#14 · Sanglicell 4930005529

distance 0.393

#15 · Nagpurcell 4840005846

distance 0.395 · cross-district

#16 · Kolhapurcell 4800004699

distance 0.399 · cross-district

#17 · Solapurcell 4960006986

distance 0.402 · cross-district

#18 · Solapurcell 4960010692

distance 0.405 · 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":4930004648}}}'

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.