Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000913

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000906

distance 0.247

#2 · Solapurcell 4960008603

distance 0.301 · cross-district

#3 · Sanglicell 4930004054

distance 0.31

#4 · Kolhapurcell 4800004609

distance 0.31 · cross-district

#5 · Kolhapurcell 4800004036

distance 0.312 · cross-district

#6 · Sanglicell 4930003537

distance 0.313

#7 · Sanglicell 4930000696

distance 0.314

#8 · Kolhapurcell 4800004801

distance 0.322 · cross-district

#9 · Sanglicell 4930003185

distance 0.326

#10 · Nashikcell 4870004122

distance 0.328 · cross-district

#11 · Sataracell 4940000321

distance 0.33 · cross-district

#12 · Amravaticell 4680003786

distance 0.339 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690006585

distance 0.347 · cross-district

#14 · Sataracell 4940008212

distance 0.349 · cross-district

#15 · Sanglicell 4930001014

distance 0.35

#16 · Sataracell 4940004847

distance 0.35 · cross-district

#17 · Sanglicell 4930007123

distance 0.357

#18 · Sataracell 4940003219

distance 0.358 · 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":4930000913}}}'

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.