Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002084

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006122

distance 0.267 · cross-district

#2 · Sanglicell 4930000228

distance 0.293

#3 · Solapurcell 4960006036

distance 0.297 · cross-district

#4 · Kolhapurcell 4800005775

distance 0.298 · cross-district

#5 · Beedcell 4700001027

distance 0.302 · cross-district

#6 · Sanglicell 4930003931

distance 0.31

#7 · Parbhanicell 4890000527

distance 0.312 · cross-district

#8 · Beedcell 4700007092

distance 0.319 · cross-district

#9 · Buldhanacell 4720000641

distance 0.319 · cross-district

#10 · Beedcell 4700002865

distance 0.319 · cross-district

#11 · Sanglicell 4930001911

distance 0.321

#12 · Parbhanicell 4890002811

distance 0.324 · cross-district

#13 · Solapurcell 4960004389

distance 0.324 · cross-district

#14 · Solapurcell 4960005215

distance 0.326 · cross-district

#15 · Dharashivcell 4880002793

distance 0.327 · cross-district

#16 · Beedcell 4700002561

distance 0.328 · cross-district

#17 · Beedcell 4700003035

distance 0.329 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004523

distance 0.329 · 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":4930002084}}}'

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.