Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002254

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 4 distinct districts

Index confidence

0.93

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 · Beedcell 4700005238

distance 0.182 · cross-district

#2 · Beedcell 4700006236

distance 0.183 · cross-district

#3 · Sanglicell 4930002758

distance 0.198

#4 · Solapurcell 4960012270

distance 0.198 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690007861

distance 0.2 · cross-district

#6 · Sanglicell 4930001755

distance 0.203

#7 · Sanglicell 4930003452

distance 0.207

#8 · Chhatrapati Sambhajinagarcell 4690007786

distance 0.209 · cross-district

#9 · Beedcell 4700006245

distance 0.211 · cross-district

#10 · Sanglicell 4930002433

distance 0.214

#11 · Sanglicell 4930001451

distance 0.218

#12 · Solapurcell 4960006569

distance 0.219 · cross-district

#13 · Solapurcell 4960007465

distance 0.22 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690007812

distance 0.221 · cross-district

#15 · Beedcell 4700005386

distance 0.226 · cross-district

#16 · Solapurcell 4960000453

distance 0.227 · cross-district

#17 · Beedcell 4700006655

distance 0.227 · cross-district

#18 · Sanglicell 4930001614

distance 0.229

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":4930002254}}}'

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.