Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003893

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002691

distance 0.232

#2 · Sanglicell 4930003892

distance 0.272

#3 · Sanglicell 4930003072

distance 0.305

#4 · Sanglicell 4930001283

distance 0.317

#5 · Ahmednagarcell 4660010780

distance 0.318 · cross-district

#6 · Sanglicell 4930000927

distance 0.319

#7 · Sanglicell 4930001694

distance 0.319

#8 · Sanglicell 4930002703

distance 0.329

#9 · Sanglicell 4930001857

distance 0.33

#10 · Kolhapurcell 4800005535

distance 0.337 · cross-district

#11 · Sanglicell 4930001392

distance 0.338

#12 · Sanglicell 4930000818

distance 0.347

#13 · Sanglicell 4930003029

distance 0.348

#14 · Sanglicell 4930002518

distance 0.348

#15 · Sanglicell 4930002875

distance 0.354

#16 · Sanglicell 4930000925

distance 0.354

#17 · Sanglicell 4930003030

distance 0.357

#18 · Sanglicell 4930000313

distance 0.358

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":4930003893}}}'

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.