Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005588

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000332

distance 0.21 · cross-district

#2 · Sanglicell 4930004291

distance 0.216

#3 · Sanglicell 4930005367

distance 0.235

#4 · Sanglicell 4930005005

distance 0.239

#5 · Sanglicell 4930005479

distance 0.253

#6 · Sanglicell 4930005858

distance 0.266

#7 · Sanglicell 4930005131

distance 0.27

#8 · Ahmednagarcell 4660002366

distance 0.272 · cross-district

#9 · Sanglicell 4930004717

distance 0.279

#10 · Parbhanicell 4890005478

distance 0.282 · cross-district

#11 · Sanglicell 4930005366

distance 0.287

#12 · Sanglicell 4930003452

distance 0.289

#13 · Sanglicell 4930004558

distance 0.292

#14 · Sanglicell 4930002255

distance 0.294

#15 · Sanglicell 4930006369

distance 0.294

#16 · Sanglicell 4930005772

distance 0.298

#17 · Sataracell 4940004193

distance 0.298 · cross-district

#18 · Sanglicell 4930004997

distance 0.302

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":4930005588}}}'

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.