Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001283

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003072

distance 0.152

#2 · Sanglicell 4930002389

distance 0.222

#3 · Solapurcell 4960006419

distance 0.235 · cross-district

#4 · Sanglicell 4930002691

distance 0.241

#5 · Solapurcell 4960004555

distance 0.243 · cross-district

#6 · Sanglicell 4930000313

distance 0.249

#7 · Dharashivcell 4880003024

distance 0.25 · cross-district

#8 · Sanglicell 4930001553

distance 0.253

#9 · Sanglicell 4930002562

distance 0.253

#10 · Sanglicell 4930001152

distance 0.261

#11 · Ahmednagarcell 4660001327

distance 0.266 · cross-district

#12 · Dharashivcell 4880000335

distance 0.267 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001491

distance 0.272 · cross-district

#14 · Sanglicell 4930002373

distance 0.273

#15 · Beedcell 4700003453

distance 0.281 · cross-district

#16 · Kolhapurcell 4800004841

distance 0.281 · cross-district

#17 · Ahmednagarcell 4660000335

distance 0.282 · cross-district

#18 · Solapurcell 4960012317

distance 0.282 · 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":4930001283}}}'

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.